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ORCIDBo Zheng 0007
Person information
- affiliation: Alibaba Group, Beijing, China
Other persons with the same name
- Bo Zheng — disambiguation page
- Bo Zheng 0001 — University of Tokyo, Japan
- Bo Zheng 0002
![[0000-0003-1593-3949]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1593-3949")
— Southwest University, School of Mathematics and Statistics, Chongqing, China - Bo Zheng 0003 — University of California at Berkeley, Department of Bioengineering, CA, USA
- Bo Zheng 0004 — Huzhou University, School of Information Engineering, China
- Bo Zheng 0005 — Tsinghua University, State Key Joint Laboratory of Environmental Simulation and Pollution Control, Beijing, China
- Bo Zheng 0006 — Chinese University of Hong Kong, Department of Chemistry
- Bo Zheng 0008 — Civil Aviation Flight University of China, Aviation Engineering Institute, Guanghan, Sichuan, China (and 1 more)
- Bo Zheng 0009 — McGill University, Department of Electrical and Computer Engineering, Montreal, Canada
- Bo Zheng 0010 — Harbin Institute of Technology, Research Center for Social Computing and Information Retrieval, China
- Bo Zheng 0011 — Zhejiang University, Hangzhou, China
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2020 – today
- 2025
[j1]Xinyi Tong, Sitong Chen, Peiyang Yu, Nian Liu, Hui Qv, Tao Ma, Bo Zheng, Feng Yu, Song-Chun Zhu:
Video Echoed in Harmony: Learning and Sampling Video-Integrated Chord Progression Sequences for Controllable Video Background Music Generation. IEEE Trans. Comput. Soc. Syst. 12(2): 905-917 (2025)- [c130]Chengrui Wang, Pengfei Liu, Min Zhou, Ming Zeng, Xubin Li, Tiezheng Ge, Bo Zheng:
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance. AAAI 2025: 7573-7581 - [c129]Xiaoshuai Song, Yanan Wu, Weixun Wang, Jiaheng Liu, Wenbo Su, Bo Zheng:
ProgCo: Program Helps Self-Correction of Large Language Models. ACL (2) 2025: 944-959 - [c128]Chao Deng, Jiale Yuan, Pi Bu, Peijie Wang, Zhong-Zhi Li, Jian Xu, Xiao-Hui Li, Yuan Gao, Jun Song, Bo Zheng, Cheng-Lin Liu:
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating. ACL (1) 2025: 1135-1159 - [c127]Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin:
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models. ACL (1) 2025: 5005-5018 - [c126]Wenhua Zhang, Weicheng Li, Xuanrong Rao, Lixin Zou, Xiangyang Luo, Chubin Zhuang, Yongjie Hong, Zhen Qin, Hengyun Chang, Chenliang Li, Bo Zheng:
AIGuard: A Benchmark and Lightweight Detection for E-commerce AIGC Risks. ACL (Findings) 2025: 12437-12450 - [c125]Yilei Jiang, Xinyan Gao, Tianshuo Peng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng, Xiangyu Yue:
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States. ACL (1) 2025: 14880-14893 - [c124]Jiaheng Liu, Ken Deng, Congnan Liu, Jian Yang, Shukai Liu, He Zhu, Peng Zhao, Linzheng Chai, Yanan Wu, Ke Jin, Ge Zhang, Zekun Moore Wang, Guoan Zhang, Yingshui Tan, Bangyu Xiang, Zhaoxiang Zhang, Wenbo Su, Bo Zheng:
M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation. ACL (1) 2025: 15661-15684 - [c123]Jihao Gu, Yingyao Wang, Pi Bu, Chen Wang, Ziming Wang, Tengtao Song, Donglai Wei, Jiale Yuan, Yingxiu Zhao, Yancheng He, Shilong Li, Jiaheng Liu, Meng Cao, Jun Song, Yingshui Tan, Xiang Li, Wenbo Su, Xiaoyong Zhu, Bo Zheng:
See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models. ACL (Findings) 2025: 16422-16447 - [c122]Yancheng He, Shilong Li, Jiaheng Liu, Weixun Wang, Xingyuan Bu, Ge Zhang, Z. Y. Peng, Zhaoxiang Zhang, Zhicheng Zheng, Wenbo Su, Bo Zheng:
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? ACL (1) 2025: 18468-18489 - [c121]Yancheng He, Shilong Li, Jiaheng Liu, Yingshui Tan, Weixun Wang, Hui Huang, Xingyuan Bu, Hangyu Guo, Chengwei Hu, Boren Zheng, Zhuoran Lin, Dekai Sun, Zhicheng Zheng, Wenbo Su, Bo Zheng:
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models. ACL (1) 2025: 19182-19208 - [c120]Hongyu Chen, Min Zhou, Jing Jiang, Jiale Chen, Yang Lu, Zihang Lin, Bo Xiao, Tiezheng Ge, Bo Zheng:
T-Stars-Poster: A Framework for Product-Centric Advertising Image Design. CIKM 2025: 5583-5591 - [c119]Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng:
See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. CIKM 2025: 5600-5608 - [c118]Zida Liang, Changfa Wu, Dunxian Huang, Weiqiang Sun, Ziyang Wang, Yuliang Yan, Jian Wu, Yuning Jiang, Bo Zheng, Ke Chen, Silu Zhou, Yu Zhang:
TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios. CIKM 2025: 5863-5870 - [c117]Langming Liu, Haibin Chen, Yuhao Wang, Yujin Yuan, Shilei Liu, Wenbo Su, Xiangyu Zhao, Bo Zheng:
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph. CIKM 2025: 6461-6465 - [c116]Shuo Xie, Fangzhi Zhu, Jiahui Wang, Lulu Wen, Wei Dai, Xiaowei Chen, Junxiong Zhu, Kai Zhou, Bo Zheng:
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples. COLING 2025: 1545-1554 - [c115]Yifan Gao, Zihang Lin, Chuanbin Liu, Min Zhou, Tiezheng Ge, Bo Zheng, Hongtao Xie:
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering. CVPR 2025: 8083-8093 - [c114]Haoyue Zhang, Zhiyuan Zeng, Guoliang Zhang, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng, Baolin Liu:
Interpretable Word Representation Learning Framework for Modeling Semantic Relevance in E-commerce. DASFAA (6) 2025: 368-380 - [c113]Guoliang Zhang, Gang Zhao, Zhiyuan Zeng, Songyan Liu, Haoyue Zhang, Hui Zhao, Tianshu Wu, PengjieWang, Jian Xu, Bo Zheng, Baolin Liu:
LLM-Based Keyphrase-Augmented Framework for Semantic Relevance Assessment in E-Commerce. DASFAA (6) 2025: 381-393 - [c112]Jitai Hao, Yuke Zhu, Tian Wang, Jun Yu, Xin Xin, Bo Zheng, Zhaochun Ren, Sheng Guo:
OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs. ICLR 2025 - [c111]Shikun Sun, Min Zhou, Zixuan Wang, Xubin Li, Tiezheng Ge, Zijie Ye, Xiaoyu Qin, Junliang Xing, Bo Zheng, Jia Jia:
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration. ICLR 2025 - [c110]Pei Wang, Yanan Wu, Noah Wang, Jiaheng Liu, Xiaoshuai Song, Z. Y. Peng, Ken Deng, Chenchen Zhang, Jiakai Wang, Junran Peng, Ge Zhang, Hangyu Guo, Zhaoxiang Zhang, Wenbo Su, Bo Zheng:
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models. ICLR 2025 - [c109]Yuke Zhu, Yue Zhang, Dongdong Liu, Chi Xie, Zihua Xiong, Bo Zheng, Sheng Guo:
Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information. ICLR 2025 - [c108]Shuai Wang, Zexian Li, Qipeng Zhang, Tianhui Song, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
Differentiable Solver Search for Fast Diffusion Sampling. ICML 2025 - [c107]Ningyuan Li, Zhilin Zhang, Tianyan Long, Yuyao Liu, Rongquan Bai, Yurong Chen, Xiaotie Deng, Pengjie Wang, Chuan Yu, Jian Xu, Bo Zheng:
Beyond Advertising: Mechanism Design for Platform-Wide Marketing Service "QuanZhanTui". KDD (2) 2025: 1447-1457 - [c106]Qilong Lin, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Jian Xu, Bo Zheng, Fan Wu, Guihai Chen:
Robust Data-Driven Auction Design. KDD (2) 2025: 1741-1752 - [c105]Ruitao Zhu, Yangsu Liu, Dagui Chen, Zhenjia Ma, Chufeng Shi, Zhenzhe Zheng, Jie Zhang, Jian Xu, Bo Zheng, Fan Wu:
Contextual Generative Auction with Permutation-level Externalities for Online Advertising. KDD (1) 2025: 2171-2181 - [c104]Zhijian Duan, Yusen Huo, Tianyu Wang, Zhilin Zhang, Yeshu Li, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng:
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising. KDD (1) 2025: 2216-2225 - [c103]Jiahao Ji, Tianyu Wang, Yeshu Li, Yusen Huo, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng:
Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens. KDD (2) 2025: 4543-4554 - [c102]Langming Liu, Wanyu Wang, Chi Zhang, Bo Li, Hongzhi Yin, Xuetao Wei, Wenbo Su, Bo Zheng, Xiangyu Zhao:
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems. KDD (2) 2025: 4635-4646 - [c101]Haibin Chen, Kangtao Lv, Chengwei Hu, Yanshi Li, Yujin Yuan, Yancheng He, Xingyao Zhang, Langming Liu, Shilei Liu, Wenbo Su, Bo Zheng:
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models. KDD (2) 2025: 5311-5321 - [c100]Langming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng:
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. KDD (2) 2025: 5652-5661 - [c99]Shilong Li, Yancheng He, Hui Huang, Xingyuan Bu, Jiaheng Liu, Hangyu Guo, Weixun Wang, Jihao Gu, Wenbo Su, Bo Zheng:
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision. NAACL (Findings) 2025: 8149-8173 - [c98]Jiaqi Zheng, Cheng Guo, Yi Cao, Chaoqun Hou, Tong Liu, Bo Zheng:
USD: A User-Intent-Driven Sampling and Dual-Debiasing Framework for Large-Scale Homepage Recommendations. RecSys 2025: 1108-1111 - [c97]Yue Meng, Cheng Guo, Xiaohui Hu, Honghu Deng, Yi Cao, Tong Liu, Bo Zheng:
User Long-Term Multi-Interest Retrieval Model for Recommendation. RecSys 2025: 1112-1116 - [c96]Yue Meng, Cheng Guo, Yi Cao, Tong Liu, Bo Zheng:
A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao. SIGIR 2025: 4213-4218 - [c95]Shijie Zhu, Hui Zhao, Tianshu Wu, Pengjie Wang, Hongbo Deng, Jian Xu, Bo Zheng:
Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning. WSDM 2025: 204-212 - [c94]Junwei Pan, Zhilin Zhang, Han Zhu, Jian Xu, Jie Jiang, Bo Zheng:
Computational Advertising: Recent Advances. WWW (Companion Volume) 2025: 37-40 - [c93]Gang Zhao, Ximing Zhang, Chenji Lu, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng:
Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning. WWW (Companion Volume) 2025: 631-640 - [c92]Cong Jiang, Fangzhi Zhu, Xiaowei Chen, Junxiong Zhu, Bo Zheng, Yifeng Wang, Zheng Zhang:
DMLoRA: Dynamic Multi-Subspace Low-Rank Adaptation. WWW (Companion Volume) 2025: 1038-1042 - [c91]Qian Wang, Xuanzhi Xia, Zongjun Yang, Xiaotie Deng, Yuqing Kong, Zhilin Zhang, Liang Wang, Chuan Yu, Jian Xu, Bo Zheng:
Learning against Non-credible Second-Price Auctions. WWW 2025: 3466-3480 - [c90]Qin Chen, Liang Wang, Bo Zheng, Guojie Song:
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach. WWW 2025: 4346-4358 - [i192]Shanghaoran Quan, Jiaxi Yang, Bowen Yu, Bo Zheng, Dayiheng Liu, An Yang, Xuancheng Ren, Bofei Gao, Yibo Miao, Yunlong Feng, Zekun Wang, Jian Yang, Zeyu Cui, Yang Fan, Yichang Zhang, Binyuan Hui, Junyang Lin:
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings. CoRR abs/2501.01257 (2025) - [i191]Xiaoshuai Song, Yanan Wu, Weixun Wang, Jiaheng Liu, Wenbo Su, Bo Zheng:
ProgCo: Program Helps Self-Correction of Large Language Models. CoRR abs/2501.01264 (2025) - [i190]Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin:
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models. CoRR abs/2501.11873 (2025) - [i189]Hongyu Chen, Min Zhou, Jing Jiang, Jiale Chen, Yang Lu, Bo Xiao, Tiezheng Ge, Bo Zheng:
PAID: A Framework of Product-Centric Advertising Image Design. CoRR abs/2501.14316 (2025) - [i188]Qin Chen, Liang Wang, Bo Zheng, Guojie Song:
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach. CoRR abs/2501.15142 (2025) - [i187]Bencheng Yan, Si Chen, Shichang Jia, Jianyu Liu, Yueran Liu, Chenghan Fu, Wanxian Guan, Hui Zhao, Xiang Zhang, Kai Zhang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng, Baolin Liu:
MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling. CoRR abs/2502.00321 (2025) - [i186]Junguang Jiang, Yanwen Huang, Bin Liu, Xiaoyu Kong, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng:
Large Language Models Are Universal Recommendation Learners. CoRR abs/2502.03041 (2025) - [i185]Zhijian Duan, Yusen Huo, Tianyu Wang, Zhilin Zhang, Yeshu Li, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng:
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising. CoRR abs/2502.05187 (2025) - [i184]Bencheng Yan, Shilei Liu, Zhiyuan Zeng, Zihao Wang, Yizhen Zhang, Yujin Yuan, Langming Liu, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng:
Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. CoRR abs/2502.08309 (2025) - [i183]Yingshui Tan, Yilei Jiang, Yanshi Li, Jiaheng Liu, Xingyuan Bu, Wenbo Su, Xiangyu Yue, Xiaoyong Zhu, Bo Zheng:
Equilibrate RLHF: Towards Balancing Helpfulness-Safety Trade-off in Large Language Models. CoRR abs/2502.11555 (2025) - [i182]Jihao Gu, Yingyao Wang, Pi Bu, Chen Wang, Ziming Wang, Tengtao Song, Donglai Wei, Jiale Yuan, Yingxiu Zhao, Yancheng He, Shilong Li, Jiaheng Liu, Meng Cao, Jun Song, Yingshui Tan, Xiang Li, Wenbo Su, Zhicheng Zheng, Xiaoyong Zhu, Bo Zheng:
ChineseSimpleVQA - "See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models. CoRR abs/2502.11718 (2025) - [i181]Yilei Jiang, Xinyan Gao, Tianshuo Peng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng, Xiangyu Yue:
HiddenDetect: Detecting Jailbreak Attacks against Large Vision-Language Models via Monitoring Hidden States. CoRR abs/2502.14744 (2025) - [i180]Wei Liu, Yancheng He, Hui Huang, Chengwei Hu, Jiaheng Liu, Shilong Li, Wenbo Su, Bo Zheng:
AIR: Complex Instruction Generation via Automatic Iterative Refinement. CoRR abs/2502.17787 (2025) - [i179]Langming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng:
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. CoRR abs/2502.19178 (2025) - [i178]Yancheng He, Shilong Li, Jiaheng Liu, Weixun Wang, Xingyuan Bu, Ge Zhang, Zhongyuan Peng, Zhaoxiang Zhang, Zhicheng Zheng, Wenbo Su, Bo Zheng:
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? CoRR abs/2502.19361 (2025) - [i177]Haibin Chen, Kangtao Lv, Chengwei Hu, Yanshi Li, Yujin Yuan, Yancheng He, Xingyao Zhang, Langming Liu, Shilei Liu, Wenbo Su, Bo Zheng:
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models. CoRR abs/2502.20196 (2025) - [i176]Shijie Zhu, Hui Zhao, Tianshu Wu, Pengjie Wang, Hongbo Deng, Jian Xu, Bo Zheng:
Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning. CoRR abs/2503.03438 (2025) - [i175]Peng Chen, Pi Bu, Yingyao Wang, Xinyi Wang, Ziming Wang, Jie Guo, Yingxiu Zhao, Qi Zhu, Jun Song, Siran Yang, Jiamang Wang, Bo Zheng:
CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games. CoRR abs/2503.09527 (2025) - [i174]Zhiyu Mou, Miao Xu, Rongquan Bai, Zhuoran Yang, Chuan Yu, Jian Xu, Bo Zheng:
Nash Equilibrium Constrained Auto-bidding With Bi-level Reinforcement Learning. CoRR abs/2503.10304 (2025) - [i173]Langming Liu, Haibin Chen, Yuhao Wang, Yujin Yuan, Shilei Liu, Wenbo Su, Zhao-Xiang Zhang, Bo Zheng:
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph. CoRR abs/2503.15990 (2025) - [i172]Yijia Luo, Yulin Song, Xingyao Zhang, Jiaheng Liu, Weixun Wang, Gengru Chen, Wenbo Su, Bo Zheng:
Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation. CoRR abs/2503.16385 (2025) - [i171]Jiaheng Liu, Dawei Zhu, Zhiqi Bai, Yancheng He, Huanxuan Liao, Haoran Que, Zekun Wang, Chenchen Zhang, Ge Zhang, Jiebin Zhang, Yuanxing Zhang, Zhuo Chen, Hangyu Guo, Shilong Li, Ziqiang Liu, Yong Shan, Yifan Song, Jiayi Tian, Wenhao Wu, Zhejian Zhou, Ruijie Zhu, Junlan Feng, Yang Gao, Shizhu He, Zhoujun Li, Tianyu Liu, Fanyu Meng, Wenbo Su, Yingshui Tan, Zili Wang, Jian Yang, Wei Ye, Bo Zheng, Wangchunshu Zhou, Wenhao Huang, Sujian Li, Zhaoxiang Zhang:
A Comprehensive Survey on Long Context Language Modeling. CoRR abs/2503.17407 (2025) - [i170]Boyang Zuo, Xiao Zhang, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng:
VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored Search. CoRR abs/2504.05321 (2025) - [i169]Yifan Gao, Zihang Lin, Chuanbin Liu, Min Zhou, Tiezheng Ge, Bo Zheng, Hongtao Xie:
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering. CoRR abs/2504.06632 (2025) - [i168]Zihan Ling, Zhiyao Guo, Yixuan Huang, Yi An, Shuai Xiao, Jinsong Lan, Xiaoyong Zhu, Bo Zheng:
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework. CoRR abs/2504.10074 (2025) - [i167]Tianhui Song, Weixin Feng, Shuai Wang, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging. CoRR abs/2504.12364 (2025) - [i166]Zihan Qiu, Zekun Wang, Bo Zheng, Zeyu Huang, Kaiyue Wen, Songlin Yang, Rui Men, Le Yu, Fei Huang, Suozhi Huang, Dayiheng Liu, Jingren Zhou, Junyang Lin:
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free. CoRR abs/2505.06708 (2025) - [i165]An Yang, Anfeng Li, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Gao, Chengen Huang, Chenxu Lv, Chujie Zheng, Dayiheng Liu, Fan Zhou, Fei Huang, Feng Hu, Hao Ge, Haoran Wei, Huan Lin, Jialong Tang, Jian Yang, Jianhong Tu, Jianwei Zhang, Jian Yang, Jiaxi Yang, Jingren Zhou, Junyang Lin, Kai Dang, Keqin Bao, Kexin Yang, Le Yu, Lianghao Deng, Mei Li, Mingfeng Xue, Mingze Li, Pei Zhang, Peng Wang, Qin Zhu, Rui Men, Ruize Gao, Shixuan Liu, Shuang Luo, Tianhao Li, Tianyi Tang, Wenbiao Yin, Xingzhang Ren, Xinyu Wang, Xinyu Zhang, Xuancheng Ren, Yang Fan, Yang Su, Yichang Zhang, Yinger Zhang, Yu Wan, Yuqiong Liu, Zekun Wang, Zeyu Cui, Zhenru Zhang, Zhipeng Zhou, Zihan Qiu:
Qwen3 Technical Report. CoRR abs/2505.09388 (2025) - [i164]Jiahao Yu, Haozhuang Liu, Yeqiu Yang, Lu Chen, Wu Jian, Yuning Jiang, Bo Zheng:
TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems. CoRR abs/2505.13881 (2025) - [i163]Hui Huang, Yancheng He, Hongli Zhou, Rui Zhang, Wei Liu, Weixun Wang, Wenbo Su, Bo Zheng, Jiaheng Liu:
Think-J: Learning to Think for Generative LLM-as-a-Judge. CoRR abs/2505.14268 (2025) - [i162]Chongjie Si, Kangtao Lv, Jingjing Jiang, Yadao Wang, Yongwei Wang, Xiaokang Yang, Wenbo Su, Bo Zheng, Wei Shen:
NAN: A Training-Free Solution to Coefficient Estimation in Model Merging. CoRR abs/2505.16148 (2025) - [i161]Baihui Zheng, Boren Zheng, Kerui Cao, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang:
Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models. CoRR abs/2505.19690 (2025) - [i160]Shuai Wang, Zexian Li, Qipeng Zhang, Tianhui Song, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
Differentiable Solver Search for Fast Diffusion Sampling. CoRR abs/2505.21114 (2025) - [i159]Chongjie Si, Xuankun Yang, Muqing Liu, Yadao Wang, Xiaokang Yang, Wenbo Su, Bo Zheng, Wei Shen:
Weight Spectra Induced Efficient Model Adaptation. CoRR abs/2505.23099 (2025) - [i158]Baolin Zheng, Guanlin Chen, Hongqiong Zhong, Qingyang Teng, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Huiyun Jing, Jincheng Wei, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang:
USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models. CoRR abs/2505.23793 (2025) - [i157]Shikun Sun, Min Zhou, Zixuan Wang, Xubin Li, Tiezheng Ge, Zijie Ye, Xiaoyu Qin, Junliang Xing, Bo Zheng, Jia Jia:
Minimal Impact ControlNet: Advancing Multi-ControlNet Integration. CoRR abs/2506.01672 (2025) - [i156]Weixun Wang, Shaopan Xiong, Gengru Chen, Wei Gao, Sheng Guo, Yancheng He, Ju Huang, Jiaheng Liu, Zhendong Li, Xiaoyang Li, Zichen Liu, Haizhou Zhao, Dakai An, Lunxi Cao, Qiyang Cao, Wanxi Deng, Feilei Du, Yiliang Gu, Jiahe Li, Xiang Li, Mingjie Liu, Yijia Luo, Zihe Liu, Yadao Wang, Pei Wang, Tianyuan Wu, Yanan Wu, Yuheng Zhao, Shuaibing Zhao, Jin Yang, Siran Yang, Yingshui Tan, Huimin Yi, Yuchi Xu, Yujin Yuan, Xingyao Zhang, Lin Qu, Wenbo Su, Wei Wang, Jiamang Wang, Bo Zheng:
Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library. CoRR abs/2506.06122 (2025) - [i155]Yejing Wang, Shengyu Zhou, Jinyu Lu, Qidong Liu, Xinhang Li, Wenlin Zhang, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng, Xiangyu Zhao:
GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks. CoRR abs/2506.16114 (2025) - [i154]Yinan Xia, Yilei Jiang, Yingshui Tan, Xiaoyong Zhu, Xiangyu Yue, Bo Zheng:
MSR-Align: Policy-Grounded Multimodal Alignment for Safety-Aware Reasoning in Vision-Language Models. CoRR abs/2506.19257 (2025) - [i153]Jihao Gu, Qihang Ai, Yingyao Wang, Pi Bu, Jingxuan Xing, Zekun Zhu, Wei Jiang, Ziming Wang, Yingxiu Zhao, Ming-Liang Zhang, Jun Song, Yuning Jiang, Bo Zheng:
Mobile-R1: Towards Interactive Reinforcement Learning for VLM-Based Mobile Agent via Task-Level Rewards. CoRR abs/2506.20332 (2025) - [i152]Langming Liu, Wanyu Wang, Chi Zhang, Bo Li, Hongzhi Yin, Xuetao Wei, Wenbo Su, Bo Zheng, Zhao-Xiang Zhang:
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems. CoRR abs/2506.23090 (2025) - [i151]Ningyuan Li, Zhilin Zhang, Tianyan Long, Yuyao Liu, Rongquan Bai, Yurong Chen, Xiaotie Deng, Pengjie Wang, Chuan Yu, Jian Xu, Bo Zheng:
Beyond Advertising: Mechanism Design for Platform-Wide Marketing Service "QuanZhanTui". CoRR abs/2507.02931 (2025) - [i150]Jiaqi Zheng, Cheng Guo, Yi Cao, Chaoqun Hou, Tong Liu, Bo Zheng:
USD: A User-Intent-Driven Sampling and Dual-Debiasing Framework for Large-Scale Homepage Recommendations. CoRR abs/2507.06503 (2025) - [i149]Yanda Chen, Zihui Ren, Qixiang Gao, Jiale Chen, Si Chen, Xubin Li, Tiezheng Ge, Bo Zheng:
CTR-Driven Ad Text Generation via Online Feedback Preference Optimization. CoRR abs/2507.20227 (2025) - [i148]Chao Yi, Dian Chen, Gaoyang Guo, Jiakai Tang, Jian Wu, Jing Yu, Mao Zhang, Sunhao Dai, Wen Chen, Wenjun Yang, Yuning Jiang, Zhujin Gao, Bo Zheng, Chi Li, Dimin Wang, Dixuan Wang, Fan Li, Fan Zhang, Haibin Chen, Haozhuang Liu, Jialin Zhu, Jiamang Wang, Jiawei Wu, Jin Cui, Ju Huang, Kai Zhang, Kan Liu, Lang Tian, Liang Rao, Longbin Li, Lulu Zhao, Na He, Peiyang Wang, Qiqi Huang, Tao Luo, Wenbo Su, Xiaoxiao He, Xin Tong, Xu Chen, Xunke Xi, Yang Li, Yaxuan Wu, Yeqiu Yang, Yi Hu, Yinnan Song, Yuchen Li, Yujie Luo, Yujin Yuan, Yuliang Yan, Zhengyang Wang, Zhibo Xiao, Zhixin Ma, Zile Zhou, Ziqi Zhang:
RecGPT Technical Report. CoRR abs/2507.22879 (2025) - [i147]Bin Liu, Yunfei Liu, Ziru Xu, Zhaoyu Zhou, Zhi Kou, Yeqiu Yang, Zhu Han, Jian Xu, Bo Zheng:
Bidding-Aware Retrieval for Multi-Stage Consistency in Online Advertising. CoRR abs/2508.05206 (2025) - [i146]Zihe Liu, Jiashun Liu, Yancheng He, Weixun Wang, Jiaheng Liu, Ling Pan, Xinyu Hu, Shaopan Xiong, Ju Huang, Jian Hu, Shengyi Huang, Siran Yang, Jiamang Wang, Wenbo Su, Bo Zheng:
Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning. CoRR abs/2508.08221 (2025) - [i145]Zida Liang, Changfa Wu, Dunxian Huang, Weiqiang Sun, Ziyang Wang, Yuliang Yan, Jian Wu, Yuning Jiang, Bo Zheng, Ke Chen, Silu Zhou, Yu Zhang:
TBGRecall: A Generative Retrieval Model for E-commerce Recommendation Scenarios. CoRR abs/2508.11977 (2025) - [i144]Daoze Zhang, Zhanheng Nie, Jianyu Liu, Chenghan Fu, Wanxian Guan, Yuan Gao, Jun Song, Pengjie Wang, Jian Xu, Bo Zheng:
MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding. CoRR abs/2508.11999 (2025) - [i143]Yukang Lin, Xiang Zhang, Shichang Jia, Bowen Wan, Chenghan Fu, Xudong Ren, Yueran Liu, Wanxian Guan, Pengjie Wang, Jian Xu, Bo Zheng, Baolin Liu:
Creative4U: MLLMs-based Advertising Creative Image Selector with Comparative Reasoning. CoRR abs/2508.12628 (2025) - [i142]Weize Liu, Yongchi Zhao, Yijia Luo, Mingyu Xu, Jiaheng Liu, Yanan Li, Xiguo Hu, Yuchi Xu, Wenbo Su, Bo Zheng:
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning. CoRR abs/2508.12726 (2025) - [i141]Cheng Xia, Manxi Lin, Jiexiang Tan, Xiaoxiong Du, Yang Qiu, Junjun Zheng, Xiangheng Kong, Yuning Jiang, Bo Zheng:
MIRAGE: Towards AI-Generated Image Detection in the Wild. CoRR abs/2508.13223 (2025) - [i140]Sishuo Chen, Zhangming Chan, Xiang-Rong Sheng, Lei Zhang, Sheng Chen, Chenghuan Hou, Han Zhu, Jian Xu, Bo Zheng:
See Beyond a Single View: Multi-Attribution Learning Leads to Better Conversion Rate Prediction. CoRR abs/2508.15217 (2025) - [i139]Yaqi Li, Peng Chen, Mingyang Han, Pi Bu, Haoxiang Shi, Runzhou Zhao, Yang Yao, Xuan Zhang, Jun Song, Bo Zheng:
Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation. CoRR abs/2508.18032 (2025) - [i138]Qihang Ai, Pi Bu, Yue Cao, Yingyao Wang, Jihao Gu, Jingxuan Xing, Zekun Zhu, Wei Jiang, Zhicheng Zheng, Jun Song, Yuning Jiang, Bo Zheng:
InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning. CoRR abs/2508.19679 (2025) - [i137]Zhiyu Mou, Yiqin Lv, Miao Xu, Qi Wang, Yixiu Mao, Qichen Ye, Chao Li, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng:
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search. CoRR abs/2509.15927 (2025) - [i136]Yutong Li, Yu Zhu, Yichen Qiao, Ziyu Guan, Lv Shao, Tong Liu, Bo Zheng:
Equip Pre-ranking with Target Attention by Residual Quantization. CoRR abs/2509.16931 (2025) - [i135]Jin Xu, Zhifang Guo, Hangrui Hu, Yunfei Chu, Xiong Wang, Jinzheng He, Yuxuan Wang, Xian Shi, Ting He, Xinfa Zhu, Yuanjun Lv, Yongqi Wang, Dake Guo, He Wang, Linhan Ma, Pei Zhang, Xinyu Zhang, Hongkun Hao, Zishan Guo, Baosong Yang, Bin Zhang, Ziyang Ma, Xipin Wei, Shuai Bai, Keqin Chen, Xuejing Liu, Peng Wang, Mingkun Yang, Dayiheng Liu, Xingzhang Ren, Bo Zheng, Rui Men, Fan Zhou, Bowen Yu, Jianxin Yang, Le Yu, Jingren Zhou, Junyang Lin:
Qwen3-Omni Technical Report. CoRR abs/2509.17765 (2025) - [i134]Kangtao Lv, Haibin Chen, Yujin Yuan, Langming Liu, Shilei Liu, Yongwei Wang, Wenbo Su, Bo Zheng:
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models. CoRR abs/2509.19371 (2025) - [i133]Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu, Yan Zhang, Ju Huang, Siran Yang, Huimin Yi, Jiamang Wang, Pengjie Wang, Zhu Han, Jian Wu, Dan Ou, Jian Xu, Haihong Tang, Yuning Jiang, Bo Zheng, Lin Qu:
RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models. CoRR abs/2509.20883 (2025) - [i132]Kairui Fu, Tao Zhang, Shuwen Xiao, Ziyang Wang, Xinming Zhang, Chenchi Zhang, Yuliang Yan, Junjun Zheng, Yu Li, Zhihong Chen, Jian Wu, Xiangheng Kong, Shengyu Zhang, Kun Kuang, Yu-Gang Jiang, Bo Zheng:
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets. CoRR abs/2509.20904 (2025) - [i131]Wei Gao, Yuheng Zhao, Dakai An, Tianyuan Wu, Lunxi Cao, Shaopan Xiong, Ju Huang, Weixun Wang, Siran Yang, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng, Wei Wang:
RollPacker: Mitigating Long-Tail Rollouts for Fast, Synchronous RL Post-Training. CoRR abs/2509.21009 (2025) - [i130]Jiakai Tang, Yujie Luo, Xunke Xi, Fei Sun, Xueyang Feng, Sunhao Dai, Chao Yi, Dian Chen, Zhujin Gao, Yang Li, Xu Chen, Wen Chen, Jian Wu, Yuning Jiang, Bo Zheng:
Interactive Recommendation Agent with Active User Commands. CoRR abs/2509.21317 (2025) - [i129]Zejun Li, Yingxiu Zhao, Jiwen Zhang, Siyuan Wang, Yang Yao, Runzhou Zhao, Jun Song, Bo Zheng, Zhongyu Wei:
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning. CoRR abs/2509.22746 (2025) - [i128]Haiyang Yang, Qinye Xie, Qingheng Zhang, Liyu Chen, Huike Zou, Chengbao Lian, Shuguang Han, Fei Huang, Jufeng Chen, Bo Zheng:
GSID: Generative Semantic Indexing for E-Commerce Product Understanding. CoRR abs/2509.23860 (2025) - [i127]Tianle Wang, Sirui Zhang, Xinyi Tong, Peiyang Yu, Jishang Chen, Liangke Zhao, Xinpu Gao, Yves Zhu, Tiezheng Ge, Bo Zheng, Duo Xu, Yang Liu, Xin Jin, Feng Yu, Song-Chun Zhu:
Discovering "Words" in Music: Unsupervised Learning of Compositional Sparse Code for Symbolic Music. CoRR abs/2509.24603 (2025) - [i126]Xu Chen, Yunmeng Shu, Yuangang Pan, Jinsong Lan, Xiaoyong Zhu, Shuai Xiao, Haojin Zhu, Ivor W. Tsang, Bo Zheng:
Leveraging Scene Context with Dual Networks for Sequential User Behavior Modeling. CoRR abs/2509.26172 (2025) - [i125]Jiashun Liu, Johan S. Obando-Ceron, Han Lu, Yancheng He, Weixun Wang, Wenbo Su, Bo Zheng, Pablo Samuel Castro, Aaron C. Courville, Ling Pan:
Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning. CoRR abs/2510.01656 (2025) - [i124]Chengting Yu, Xiaobo Shu, Yadao Wang, Yizhen Zhang, Haoyi Wu, Jiaang Li, Rujiao Long, Ziheng Chen, Yuchi Xu, Wenbo Su, Bo Zheng:
MeSH: Memory-as-State-Highways for Recursive Transformers. CoRR abs/2510.07739 (2025) - [i123]Yiqin Lv, Zhiyu Mou, Miao Xu, Jinghao Chen, Qi Wang, Yixiu Mao, Yun Qu, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng, Xiangyang Ji:
A Unified Multi-Task Learning Framework for Generative Auto-Bidding with Validation-Aligned Optimization. CoRR abs/2510.07760 (2025) - [i122]Han Lu, Zichen Liu, Shaopan Xiong, Yancheng He, Wei Gao, Yanan Wu, Weixun Wang, Jiashun Liu, Yang Li, Haizhou Zhao, Ju Huang, Siran Yang, Xiaoyang Li, Yijia Luo, Zihe Liu, Ling Pan, Junchi Yan, Wei Wang, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng:
Part II: ROLL Flash - Accelerating RLVR and Agentic Training with Asynchrony. CoRR abs/2510.11345 (2025) - [i121]Junfei Tan, Yuxin Chen, An Zhang, Junguang Jiang, Bin Liu, Ziru Xu, Zhu Han, Jian Xu, Bo Zheng, Xiang Wang:
Reinforced Preference Optimization for Recommendation. CoRR abs/2510.12211 (2025) - [i120]Yang Li, Zhichen Dong, Yuhan Sun, Weixun Wang, Shaopan Xiong, Yijia Luo, Jiashun Liu, Han Lu, Jiamang Wang, Wenbo Su, Bo Zheng, Junchi Yan:
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization. CoRR abs/2510.13554 (2025) - [i119]Liao Shen, Wentao Jiang, Yiran Zhu, Jiahe Li, Tiezheng Ge, Zhiguo Cao, Bo Zheng:
Identity-Preserving Image-to-Video Generation via Reward-Guided Optimization. CoRR abs/2510.14255 (2025) - [i118]Yunbo Hou, Tianle Yang, Ruijie Li, Li He, Liang Wang, Weiping Li, Bo Zheng, Guojie Song:
CausalRec: A CausalBoost Attention Model for Sequential Recommendation. CoRR abs/2510.21333 (2025) - [i117]Yiwen Tang, Qiuyu Zhao, Zenghui Sun, Jinsong Lan, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang:
REVISION:Reflective Intent Mining and Online Reasoning Auxiliary for E-commerce Visual Search System Optimization. CoRR abs/2510.22739 (2025) - [i116]Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang:
Think before Recommendation: Autonomous Reasoning-enhanced Recommender. CoRR abs/2510.23077 (2025) - [i115]Jiahao Ji, Tianyu Wang, Yeshu Li, Yushen Huo, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng:
Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens. CoRR abs/2510.23410 (2025) - [i114]Yang Du, Zhuoran Lin, Kaiqiang Song, Biao Wang, Zhicheng Zheng, Tiezheng Ge, Bo Zheng, Qin Jin:
VC4VG: Optimizing Video Captions for Text-to-Video Generation. CoRR abs/2510.24134 (2025) - [i113]Tianqianjin Lin, Xi Zhao, Xingyao Zhang, Rujiao Long, Yi Xu, Zhuoren Jiang, Wenbo Su, Bo Zheng:
RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models. CoRR abs/2510.25206 (2025) - [i112]Ying Song, Yijing Wang, Hui Yang, Weihan Jin, Jun Xiong, Congyi Zhou, Jialin Zhu, Xiang Gao, Rong Chen, HuaGuang Deng, Ying Dai, Fei Xiao, Haihong Tang, Bo Zheng, Kaifu Zhang:
Unbiased Platform-Level Causal Estimation for Search Systems: A Competitive Isolation PSM-DID Framework. CoRR abs/2511.01329 (2025) - [i111]Lujie Niu, Lei Shen, Yi Jiang, Caixia Yuan, Xiaojie Wang, Wenbo Su, Bo Zheng:
BARD: budget-aware reasoning distillation. CoRR abs/2511.01470 (2025) - [i110]Chenghan Fu, Daoze Zhang, Yukang Lin, Zhanheng Nie, Xiang Zhang, Jianyu Liu, Yueran Liu, Wanxian Guan, Pengjie Wang, Jian Xu, Bo Zheng:
MOON Embedding: Multimodal Representation Learning for E-commerce Search Advertising. CoRR abs/2511.11305 (2025) - [i109]Bencheng Yan, Yuejie Lei, Zhiyuan Zeng, Di Wang, Kaiyi Lin, Pengjie Wang, Jian Xu, Bo Zheng:
From Scaling to Structured Expressivity: Rethinking Transformers for CTR Prediction. CoRR abs/2511.12081 (2025) - [i108]Zhanheng Nie, Chenghan Fu, Daoze Zhang, Junxian Wu, Wanxian Guan, Pengjie Wang, Jian Xu, Bo Zheng:
MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding. CoRR abs/2511.12449 (2025) - [i107]Zhi Kou, Xiang-Rong Sheng, Shuguang Han, Zhishan Zhao, Yueyao Cheng, Han Zhu, Jian Xu, Bo Zheng:
AIF: Asynchronous Inference Framework for Cost-Effective Pre-Ranking. CoRR abs/2511.12934 (2025) - [i106]Jian Yang, Xianglong Liu, Weifeng Lv, Ken Deng, Shawn Guo, Lin Jing, Yizhi Li, Shark Liu, Xianzhen Luo, Yuyu Luo, Changzai Pan, Ensheng Shi, Yingshui Tan, Renshuai Tao, Jiajun Wu, Xianjie Wu, Zhenhe Wu, Daoguang Zan, Chenchen Zhang, Wei Zhang, He Zhu, Terry Yue Zhuo, Kerui Cao, Xianfu Cheng, Jun Dong, Shengjie Fang, Zhiwei Fei, Xiangyuan Guan, Qipeng Guo, Zhiguang Han, Joseph James, Tianqi Luo, Renyuan Li, Yuhang Li, Yiming Liang, Congnan Liu, Jiaheng Liu, Qian Liu, Ruitong Liu, Tyler Loakman, Xiangxin Meng, Chuang Peng, Tianhao Peng, Jiajun Shi, Mingjie Tang, Boyang Wang, Haowen Wang, Yunli Wang, Fanglin Xu, Zihan Xu, Fei Yuan, Ge Zhang, Jiayi Zhang, Xinhao Zhang, Wangchunshu Zhou, Hualei Zhu, King Zhu, Bryan Dai, Aishan Liu, Zhoujun Li, Chenghua Lin, Tianyu Liu, Chao Peng, Kai Shen, Libo Qin, Shuangyong Song, Zizheng Zhan, Jiajun Zhang, Jie Zhang, Zhaoxiang Zhang, Bo Zheng:
From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence. CoRR abs/2511.18538 (2025) - [i105]Ruize Ma, Minghong Cai, Yilei Jiang, Jiaming Han, Yi Feng, Yingshui Tan, Xiaoyong Zhu, Bo Zhang, Bo Zheng, Xiangyu Yue:
ConceptGuard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection. CoRR abs/2511.18780 (2025) - [i104]Tianjie Dai, Xu Chen, Yunmeng Shu, Jinsong Lan, Xiaoyong Zhu, Jiangchao Yao, Bo Zheng:
Enhancing Sequential Recommendation with World Knowledge from Large Language Models. CoRR abs/2511.20177 (2025) - [i103]Shuai Bai, Yuxuan Cai, Ruizhe Chen, Keqin Chen, Xionghui Chen, Zesen Cheng, Lianghao Deng, Wei Ding, Chang Gao, Chunjiang Ge, Wenbin Ge, Zhifang Guo, Qidong Huang, Jie Huang, Fei Huang, Binyuan Hui, Shutong Jiang, Zhaohai Li, Mingsheng Li, Mei Li, Kaixin Li, Zicheng Lin, Junyang Lin, Xuejing Liu, Jiawei Liu, Chenglong Liu, Yang Liu, Dayiheng Liu, Shixuan Liu, Dunjie Lu, Ruilin Luo, Chenxu Lv, Rui Men, Lingchen Meng, Xuancheng Ren, Xingzhang Ren, Sibo Song, Yuchong Sun, Jun Tang, Jianhong Tu, Jianqiang Wan, Peng Wang, Pengfei Wang, Qiuyue Wang, Yuxuan Wang, Tianbao Xie, Yiheng Xu, Haiyang Xu, Jin Xu, Zhibo Yang, Mingkun Yang, Jianxin Yang, An Yang, Bowen Yu, Fei Zhang, Hang Zhang, Xi Zhang, Bo Zheng, Humen Zhong, Jingren Zhou, Fan Zhou, Jing Zhou, Yuanzhi Zhu, Ke Zhu:
Qwen3-VL Technical Report. CoRR abs/2511.21631 (2025) - [i102]Pengfei Hu, Meng Cao, Yingyao Wang, Yi Wang, Jiahua Dong, Jun Song, Yu Cheng, Bo Zheng, Xiaodan Liang:
Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding. CoRR abs/2512.00805 (2025) - [i101]Chenji Lu, Zhuo Chen, Hui Zhao, Zhiyuan Zeng, Gang Zhao, Junjie Ren, Ruicong Xu, Haoran Li, Songyan Liu, Pengjie Wang, Jian Xu, Bo Zheng:
LORE: A Large Generative Model for Search Relevance. CoRR abs/2512.03025 (2025) - [i100]Hongzhan Lin, Zhiqi Bai, Xinmiao Zhang, Sen Yang, Xiang Li, Siran Yang, Yunlong Xu, Jiaheng Liu, Yongchi Zhao, Jiamang Wang, Yuchi Xu, Wenbo Su, Bo Zheng:
Reconstructing KV Caches with Cross-layer Fusion For Enhanced Transformers. CoRR abs/2512.03870 (2025) - [i99]Tao Wang, Xun Luo, Jinlong Guo, Yuliang Yan, Jian Wu, Yuning Jiang, Bo Zheng:
Beyond Existing Retrievals: Cross-Scenario Incremental Sample Learning Framework. CoRR abs/2512.06381 (2025) - [i98]Bin Wu, Feifan Yang, Zhangming Chan, Yu-Ran Gu, Jiawei Feng, Chao Yi, Xiang-Rong Sheng, Han Zhu, Jian Xu, Mang Ye, Bo Zheng:
MUSE: A Simple Yet Effective Multimodal Search-Based Framework for Lifelong User Interest Modeling. CoRR abs/2512.07216 (2025) - [i97]Chujie Zhao, Qun Hu, Shiping Song, Dagui Chen, Zhu Han, Jian Xu, Bo Zheng:
LLM-Auction: Generative Auction towards LLM-Native Advertising. CoRR abs/2512.10551 (2025) - [i96]Chao Yi, Dian Chen, Gaoyang Guo, Jiakai Tang, Jian Wu, Jing Yu, Mao Zhang, Wen Chen, Wenjun Yang, Yujie Luo, Yuning Jiang, Zhujin Gao, Bo Zheng, Binbin Cao, Changfa Wu, Dixuan Wang, Han Wu, Haoyi Hu, Kewei Zhu, Lang Tian, Lin Yang, Qiqi Huang, Siqi Yang, Wenbo Su, Xiaoxiao He, Xin Tong, Xu Chen, Xunke Xi, Xiaowei Huang, Yaxuan Wu, Yeqiu Yang, Yi Hu, Yujin Yuan, Yuliang Yan, Zile Zhou:
RecGPT-V2 Technical Report. CoRR abs/2512.14503 (2025) - [i95]Yiliu Yang, Yilei Jiang, Qunzhong Wang, Yingshui Tan, Xiaoyong Zhu, Sherman S. M. Chow, Bo Zheng, Xiangyu Yue:
QuadSentinel: Sequent Safety for Machine-Checkable Control in Multi-agent Systems. CoRR abs/2512.16279 (2025) - [i94]Rujiao Long, Yang Li, Xingyao Zhang, Weixun Wang, Tianqianjin Lin, Xi Zhao, Yuchi Xu, Wenbo Su, Junchi Yan, Bo Zheng:
Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs. CoRR abs/2512.17206 (2025) - [i93]Jiacheng You, Jingcheng Yang, Yuhang Xie, Zhongxuan Wu, Xiucheng Li, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng, Xinyang Chen:
LoFT-LLM: Low-Frequency Time-Series Forecasting with Large Language Models. CoRR abs/2512.20002 (2025) - [i92]Jiakai Tang, Chuan Wang, Gaoming Yang, Han Wu, Jiahao Yu, Jian Wu, Jianwu Hu, Junjun Zheng, Longbin Li, Shuwen Xiao, Xiangheng Kong, Yeqiu Yang, Yuning Jiang, Ahjol Nurlanbek, Binbin Cao, Bo Zheng, Fangmei Zhu, Gaoming Zhou, Huimin Yi, Huiping Chu, Jin Huang, Jinzhe Shan, Kenan Cui, Longbin Li, Silu Zhou, Wen Chen, Xia Ming, Xiang Gao, Xin Yao, Xingyu Wen, Yan Zhang, Yiwen Hu, Yulin Wang, Ziheng Bao, Zongyuan Wu:
ReaSeq: Unleashing World Knowledge via Reasoning for Sequential Modeling. CoRR abs/2512.21257 (2025) - [i91]Yue Cao, Yingyao Wang, Pi Bu, Jingxuan Xing, Wei Jiang, Zekun Zhu, Junpeng Ma, Sashuai Zhou, Tong Lu, Jun Song, Yu Cheng, Yuning Jiang, Bo Zheng:
AndroidLens: Long-latency Evaluation with Nested Sub-targets for Android GUI Agents. CoRR abs/2512.21302 (2025) - [i90]Wei Gao, Yuheng Zhao, Tianyuan Wu, Shaopan Xiong, Weixun Wang, Dakai An, Lunxi Cao, Dilxat Muhtar, Zichen Liu, Haizhou Zhao, Ju Huang, Siran Yang, Yongbin Li, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng, Wei Wang:
RollArt: Scaling Agentic RL Training via Disaggregated Infrastructure. CoRR abs/2512.22560 (2025) - [i89]Chenji Lu, Zhuo Chen, Hui Zhao, Zhenyi Wang, Pengjie Wang, Jian Xu, Bo Zheng:
RAIR: A Rule-Aware Benchmark Uniting Challenging Long-Tail and Visual Salience Subset for E-commerce Relevance Assessment. CoRR abs/2512.24943 (2025) - 2024
- [c89]Liang Dai, Kejie Lyu, Chengcheng Zhang, Guangming Zhao, Zhonglin Zu, Liang Wang, Bo Zheng:
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization. AAAI 2024: 7987-7994 - [c88]Jiaheng Liu, Zhiqi Bai, Yuanxing Zhang, Chenchen Zhang, Yu Zhang, Ge Zhang, Jiakai Wang, Haoran Que, Yukang Chen, Wenbo Su, Tiezheng Ge, Jie Fu, Wenhu Chen, Bo Zheng:
E2-LLM: Efficient and Extreme Length Extension of Large Language Models. ACL (Findings) 2024: 4243-4253 - [c87]Yanan Wu, Jie Liu, Xingyuan Bu, Jiaheng Liu, Zhanhui Zhou, Yuanxing Zhang, Chenchen Zhang, Zhiqi Bai, Haibin Chen, Tiezheng Ge, Wanli Ouyang, Wenbo Su, Bo Zheng:
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models. ACL (Findings) 2024: 6815-6839 - [c86]Ge Bai, Jie Liu, Xingyuan Bu, Yancheng He, Jiaheng Liu, Zhanhui Zhou, Zhuoran Lin, Wenbo Su, Tiezheng Ge, Bo Zheng, Wanli Ouyang:
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues. ACL (1) 2024: 7421-7454 - [c85]Dingyi Yang, Chunru Zhan, Ziheng Wang, Biao Wang, Tiezheng Ge, Bo Zheng, Qin Jin:
Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline. ACL (1) 2024: 9479-9493 - [c84]Xiang-Rong Sheng, Feifan Yang, Litong Gong, Biao Wang, Zhangming Chan, Yujing Zhang, Yueyao Cheng, Yong-Nan Zhu, Tiezheng Ge, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. CIKM 2024: 4858-4865 - [c83]Lingjun Xu, Haowen Li, Guojie Song, Liang Wang, Bo Zheng:
Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers. ECAI 2024: 2838-2845 - [c82]Chen Xu, Tianhui Song, Weixin Feng, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
Accelerating Image Generation with Sub-path Linear Approximation Model. ECCV (53) 2024: 323-339 - [c81]Chen Ju, Haicheng Wang, Haozhe Cheng, Xu Chen, Zhonghua Zhai, Weilin Huang, Jinsong Lan, Shuai Xiao, Bo Zheng:
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models. ECCV (46) 2024: 436-455 - [c80]Shihao Cai, Keqin Bao, Hangyu Guo, Jizhi Zhang, Jun Song, Bo Zheng:
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation. EMNLP 2024: 750-766 - [c79]Shilong Li, Yancheng He, Hangyu Guo, Xingyuan Bu, Ge Bai, Jie Liu, Jiaheng Liu, Xingwei Qu, Yangguang Li, Wanli Ouyang, Wenbo Su, Bo Zheng:
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models. EMNLP (Findings) 2024: 12758-12786 - [c78]Jiayan Guo, Yusen Huo, Zhilin Zhang, Tianyu Wang, Chuan Yu, Jian Xu, Bo Zheng, Yan Zhang:
Generative Auto-bidding via Conditional Diffusion Modeling. KDD 2024: 5038-5049 - [c77]Zhe Lin, Jiwei Tan, Dan Ou, Xi Chen, Shaowei Yao, Bo Zheng:
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce. KDD 2024: 5398-5408 - [c76]Jiaheng Liu, Chenchen Zhang, Jinyang Guo, Yuanxing Zhang, Haoran Que, Ken Deng, Zhiqi Bai, Jie Liu, Ge Zhang, Jiakai Wang, Yanan Wu, Congnan Liu, Jiamang Wang, Lin Qu, Wenbo Su, Bo Zheng:
DDK: Distilling Domain Knowledge for Efficient Large Language Models. NeurIPS 2024 - [c75]Haoran Que, Jiaheng Liu, Ge Zhang, Chenchen Zhang, Xingwei Qu, Yinghao Ma, Feiyu Duan, Zhiqi Bai, Jiakai Wang, Yuanxing Zhang, Xu Tan, Jie Fu, Jiamang Wang, Lin Qu, Wenbo Su, Bo Zheng:
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models. NeurIPS 2024 - [c74]Kefan Su, Yusen Huo, Zhilin Zhang, Shuai Dou, Chuan Yu, Jian Xu, Zongqing Lu, Bo Zheng:
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games. NeurIPS 2024 - [c73]Shuai Wang, Zexian Li, Tianhui Song, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
Exploring DCN-like architecture for fast image generation with arbitrary resolution. NeurIPS 2024 - [c72]Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng:
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. WSDM 2024: 247-256 - [c71]Yihua Wen, Si Chen, Yu Tian, Wanxian Guan, Pengjie Wang, Hongbo Deng, Jian Xu, Bo Zheng, Zihao Li, Lixin Zou, Chenliang Li:
Unified Visual Preference Learning for User Intent Understanding. WSDM 2024: 816-825 - [c70]Wenhao Wu, Jialiang Zhou, Ailong He, Shuguang Han, Jufeng Chen, Bo Zheng:
MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation. WWW (Companion Volume) 2024: 216-225 - [c69]Ningyuan Li, Yunxuan Ma, Yang Zhao, Qian Wang, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng:
Ad vs Organic: Revisiting Incentive Compatible Mechanism Design in E-commerce Platforms. WWW 2024: 235-244 - [i88]Yikai Qian, Tianle Wang, Xinyi Tong, Xin Jin, Duo Xu, Bo Zheng, Tiezheng Ge, Feng Yu, Song-Chun Zhu:
MusicAOG: an Energy-Based Model for Learning and Sampling a Hierarchical Representation of Symbolic Music. CoRR abs/2401.02678 (2024) - [i87]Jiaheng Liu, Zhiqi Bai, Yuanxing Zhang, Chenchen Zhang, Yu Zhang, Ge Zhang, Jiakai Wang, Haoran Que, Yukang Chen, Wenbo Su, Tiezheng Ge, Jie Fu, Wenhu Chen, Bo Zheng:
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models. CoRR abs/2401.06951 (2024) - [i86]Zhijian Duan, Haoran Sun, Yichong Xia, Siqiang Wang, Zhilin Zhang, Chuan Yu, Jian Xu, Bo Zheng, Xiaotie Deng:
Scalable Virtual Valuations Combinatorial Auction Design by Combining Zeroth-Order and First-Order Optimization Method. CoRR abs/2402.11904 (2024) - [i85]Yanan Wu, Jie Liu, Xingyuan Bu, Jiaheng Liu, Zhanhui Zhou, Yuanxing Zhang, Chenchen Zhang, Zhiqi Bai, Haibin Chen, Tiezheng Ge, Wanli Ouyang, Wenbo Su, Bo Zheng:
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models. CoRR abs/2402.14660 (2024) - [i84]Ge Bai, Jie Liu, Xingyuan Bu, Yancheng He, Jiaheng Liu, Zhanhui Zhou, Zhuoran Lin, Wenbo Su, Tiezheng Ge, Bo Zheng, Wanli Ouyang:
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues. CoRR abs/2402.14762 (2024) - [i83]Litong Gong, Yiran Zhu, Weijie Li, Xiaoyang Kang, Biao Wang, Tiezheng Ge, Bo Zheng:
AtomoVideo: High Fidelity Image-to-Video Generation. CoRR abs/2403.01800 (2024) - [i82]Zhen Gong, Lvyin Niu, Yang Zhao, Miao Xu, Zhenzhe Zheng, Haoqi Zhang, Zhilin Zhang, Fan Wu, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng:
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising. CoRR abs/2403.02607 (2024) - [i81]Weijie Li, Litong Gong, Yiran Zhu, Fanda Fan, Biao Wang, Tiezheng Ge, Bo Zheng:
Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation. CoRR abs/2403.02827 (2024) - [i80]Wenhao Wu, Jialiang Zhou, Ailong He, Shuguang Han, Jufeng Chen, Bo Zheng:
MetaSplit: Meta-Split Network for Limited-Stock Product Recommendation. CoRR abs/2403.06747 (2024) - [i79]Chen Xu, Tianhui Song, Weixin Feng, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
Accelerating Image Generation with Sub-path Linear Approximation Model. CoRR abs/2404.13903 (2024) - [i78]Chengrui Wang, Pengfei Liu, Min Zhou, Ming Zeng, Xubin Li, Tiezheng Ge, Bo Zheng:
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance. CoRR abs/2404.13984 (2024) - [i77]Hongyu Chen, Yiqi Gao, Min Zhou, Peng Wang, Xubin Li, Tiezheng Ge, Bo Zheng:
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion. CoRR abs/2404.14768 (2024) - [i76]Zhendong Liu, Yuanbi Nie, Yingshui Tan, Xiangyu Yue, Qiushi Cui, Chongjun Wang, Xiaoyong Zhu, Bo Zheng:
Safety Alignment for Vision Language Models. CoRR abs/2405.13581 (2024) - [i75]Dingyi Yang, Chunru Zhan, Ziheng Wang, Biao Wang, Tiezheng Ge, Bo Zheng, Qin Jin:
Synchronized Video Storytelling: Generating Video Narrations with Structured Storyline. CoRR abs/2405.14040 (2024) - [i74]Ken Deng, Jiaheng Liu, He Zhu, Congnan Liu, Jingxin Li, Jiakai Wang, Peng Zhao, Chenchen Zhang, Yanan Wu, Xueqiao Yin, Yuanxing Zhang, Wenbo Su, Bangyu Xiang, Tiezheng Ge, Bo Zheng:
R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models. CoRR abs/2406.01359 (2024) - [i73]Haoran Que, Jiaheng Liu, Ge Zhang, Chenchen Zhang, Xingwei Qu, Yinghao Ma, Feiyu Duan, Zhiqi Bai, Jiakai Wang, Yuanxing Zhang, Xu Tan, Jie Fu, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng:
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models. CoRR abs/2406.01375 (2024) - [i72]Shihao Cai, Keqin Bao, Hangyu Guo, Jizhi Zhang, Jun Song, Bo Zheng:
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation. CoRR abs/2406.11503 (2024) - [i71]Shilong Li, Yancheng He, Hangyu Guo, Xingyuan Bu, Ge Bai, Jie Liu, Jiaheng Liu, Xingwei Qu, Yangguang Li, Wanli Ouyang, Wenbo Su, Bo Zheng:
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models. CoRR abs/2406.14550 (2024) - [i70]An Yang, Baosong Yang, Binyuan Hui, Bo Zheng, Bowen Yu, Chang Zhou, Chengpeng Li, Chengyuan Li, Dayiheng Liu, Fei Huang, Guanting Dong, Haoran Wei, Huan Lin, Jialong Tang, Jialin Wang, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Ma, Jianxin Yang, Jin Xu, Jingren Zhou, Jinze Bai, Jinzheng He, Junyang Lin, Kai Dang, Keming Lu, Keqin Chen, Kexin Yang, Mei Li, Mingfeng Xue, Na Ni, Pei Zhang, Peng Wang, Ru Peng, Rui Men, Ruize Gao, Runji Lin, Shijie Wang, Shuai Bai, Sinan Tan, Tianhang Zhu, Tianhao Li, Tianyu Liu, Wenbin Ge, Xiaodong Deng, Xiaohuan Zhou, Xingzhang Ren, Xinyu Zhang, Xipin Wei, Xuancheng Ren, Xuejing Liu, Yang Fan, Yang Yao, Yichang Zhang, Yu Wan, Yunfei Chu, Yuqiong Liu, Zeyu Cui, Zhenru Zhang, Zhifang Guo, Zhihao Fan:
Qwen2 Technical Report. CoRR abs/2407.10671 (2024) - [i69]Chen Ju, Haicheng Wang, Haozhe Cheng, Xu Chen, Zhonghua Zhai, Weilin Huang, Jinsong Lan, Shuai Xiao, Bo Zheng:
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models. CoRR abs/2407.11717 (2024) - [i68]Jiaheng Liu, Chenchen Zhang, Jinyang Guo, Yuanxing Zhang, Haoran Que, Ken Deng, Zhiqi Bai, Jie Liu, Ge Zhang, Jiakai Wang, Yanan Wu, Congnan Liu, Wenbo Su, Jiamang Wang, Lin Qu, Bo Zheng:
DDK: Distilling Domain Knowledge for Efficient Large Language Models. CoRR abs/2407.16154 (2024) - [i67]Xiang-Rong Sheng, Feifan Yang, Litong Gong, Biao Wang, Zhangming Chan, Yujing Zhang, Yueyao Cheng, Yong-Nan Zhu, Tiezheng Ge, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights. CoRR abs/2407.19467 (2024) - [i66]Peng Chen, Pi Bu, Jun Song, Yuan Gao, Bo Zheng:
Can VLMs Play Action Role-Playing Games? Take Black Myth Wukong as a Study Case. CoRR abs/2409.12889 (2024) - [i65]Pei Wang, Yanan Wu, Zekun Wang, Jiaheng Liu, Xiaoshuai Song, Zhongyuan Peng, Ken Deng, Chenchen Zhang, Jiakai Wang, Junran Peng, Ge Zhang, Hangyu Guo, Zhaoxiang Zhang, Wenbo Su, Bo Zheng:
MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models. CoRR abs/2410.11710 (2024) - [i64]Shilong Li, Yancheng He, Hui Huang, Xingyuan Bu, Jiaheng Liu, Hangyu Guo, Weixun Wang, Jihao Gu, Wenbo Su, Bo Zheng:
2D-DPO: Scaling Direct Preference Optimization with 2-Dimensional Supervision. CoRR abs/2410.19720 (2024) - [i63]Jiaheng Liu, Ken Deng, Congnan Liu, Jian Yang, Shukai Liu, He Zhu, Peng Zhao, Linzheng Chai, Yanan Wu, Ke Jin, Ge Zhang, Zekun Wang, Guoan Zhang, Bangyu Xiang, Wenbo Su, Bo Zheng:
M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation. CoRR abs/2410.21157 (2024) - [i62]Shuai Wang, Zexian Li, Tianhui Song, Xubin Li, Tiezheng Ge, Bo Zheng, Limin Wang:
FlowDCN: Exploring DCN-like Architectures for Fast Image Generation with Arbitrary Resolution. CoRR abs/2410.22655 (2024) - [i61]Yanshi Li, Shaopan Xiong, Gengru Chen, Xiaoyang Li, Yijia Luo, Xingyao Zhang, Yanhui Huang, Xingyuan Bu, Yingshui Tan, Chun Yuan, Jiamang Wang, Wenbo Su, Bo Zheng:
Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment. CoRR abs/2411.00809 (2024) - [i60]Yancheng He, Shilong Li, Jiaheng Liu, Yingshui Tan, Weixun Wang, Hui Huang, Xingyuan Bu, Hangyu Guo, Chengwei Hu, Boren Zheng, Zhuoran Lin, Xuepeng Liu, Dekai Sun, Shirong Lin, Zhicheng Zheng, Xiaoyong Zhu, Wenbo Su, Bo Zheng:
Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models. CoRR abs/2411.07140 (2024) - [i59]Zhendong Liu, Yuanbi Nie, Yingshui Tan, Xiangyu Yue, Qiushi Cui, Chongjun Wang, Xiaoyong Zhu, Bo Zheng:
Enhancing Vision-Language Model Safety through Progressive Concept-Bottleneck-Driven Alignment. CoRR abs/2411.11543 (2024) - [i58]Gang Zhao, Ximing Zhang, Chenji Lu, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng:
Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning. CoRR abs/2411.13045 (2024) - [i57]Yuke Zhu, Chi Xie, Shuang Liang, Bo Zheng, Sheng Guo:
FocusLLaVA: A Coarse-to-Fine Approach for Efficient and Effective Visual Token Compression. CoRR abs/2411.14228 (2024) - [i56]Chengwei Hu, Jianhui Zheng, Yancheng He, Hangyu Guo, Junguang Jiang, Han Zhu, Kai Sun, Yuning Jiang, Wenbo Su, Bo Zheng:
WiS Platform: Enhancing Evaluation of LLM-Based Multi-Agent Systems Through Game-Based Analysis. CoRR abs/2412.03359 (2024) - [i55]Kefan Su, Yusen Huo, Zhilin Zhang, Shuai Dou, Chuan Yu, Jian Xu, Zongqing Lu, Bo Zheng:
AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games. CoRR abs/2412.10798 (2024) - [i54]Ruitao Zhu, Yangsu Liu, Dagui Chen, Zhenjia Ma, Chufeng Shi, Zhenzhe Zheng, Jie Zhang, Jian Xu, Bo Zheng, Fan Wu:
Contextual Generative Auction with Permutation-level Externalities for Online Advertising. CoRR abs/2412.11544 (2024) - [i53]Jihao Gu, Yingyao Wang, Meng Cao, Pi Bu, Jun Song, Yancheng He, Shilong Li, Bo Zheng:
Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation. CoRR abs/2412.14487 (2024) - [i52]An Yang, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chengyuan Li, Dayiheng Liu, Fei Huang, Haoran Wei, Huan Lin, Jian Yang, Jianhong Tu, Jianwei Zhang, Jianxin Yang, Jiaxi Yang, Jingren Zhou, Junyang Lin, Kai Dang, Keming Lu, Keqin Bao, Kexin Yang, Le Yu, Mei Li, Mingfeng Xue, Pei Zhang, Qin Zhu, Rui Men, Runji Lin, Tianhao Li, Tingyu Xia, Xingzhang Ren, Xuancheng Ren, Yang Fan, Yang Su, Yichang Zhang, Yu Wan, Yuqiong Liu, Zeyu Cui, Zhenru Zhang, Zihan Qiu:
Qwen2.5 Technical Report. CoRR abs/2412.15115 (2024) - [i51]Yingshui Tan, Boren Zheng, Baihui Zheng, Kerui Cao, Huiyun Jing, Jincheng Wei, Jiaheng Liu, Yancheng He, Wenbo Su, Xiangyong Zhu, Bo Zheng, Kaifu Zhang:
Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models. CoRR abs/2412.15265 (2024) - [i50]Chao Deng, Jiale Yuan, Pi Bu, Peijie Wang, Zhong-Zhi Li, Jian Xu, Xiao-Hui Li, Yuan Gao, Jun Song, Bo Zheng, Cheng-Lin Liu:
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating. CoRR abs/2412.18424 (2024) - 2023
- [c68]Shuai Fan, Jinping Gou, Yang Li, Jiaxing Bai, Chen Lin, Wanxian Guan, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng:
BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network. CIKM 2023: 514-523 - [c67]Shanlei Mu, Penghui Wei, Wayne Xin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng:
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking. CIKM 2023: 1857-1866 - [c66]Jingyue Gao, Shuguang Han, Han Zhu, Siran Yang, Yuning Jiang, Jian Xu, Bo Zheng:
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao. CIKM 2023: 4574-4580 - [c65]Zhen Gong, Lvyin Niu, Yang Zhao, Miao Xu, Haoqi Zhang, Zhenzhe Zheng, Zhilin Zhang, Rongquan Bai, Chuan Yu, Jian Xu, Bo Zheng, Fan Wu:
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising. CIKM 2023: 4588-4594 - [c64]Jiacen Hu, Zhangming Chan, Yu Zhang, Shuguang Han, Siyuan Lou, Baolin Liu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling. CIKM 2023: 4639-4645 - [c63]Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CIKM 2023: 4974-4980 - [c62]Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng:
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CIKM 2023: 4981-4987 - [c61]Ningyuan Li, Yunxuan Ma, Yang Zhao, Zhijian Duan, Yurong Chen, Zhilin Zhang, Jian Xu, Bo Zheng, Xiaotie Deng:
Learning-Based Ad Auction Design with Externalities: The Framework and A Matching-Based Approach. KDD 2023: 1291-1302 - [c60]Wuyang Mao, Chuanren Liu, Yundu Huang, Zhonglin Zu, M. Harshvardhan, Liang Wang, Bo Zheng:
End-to-End Inventory Prediction and Contract Allocation for Guaranteed Delivery Advertising. KDD 2023: 1677-1686 - [c59]Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng:
Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning. KDD 2023: 2314-2325 - [c58]Guipeng Xv, Chen Lin, Wanxian Guan, Jinping Gou, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng:
E-commerce Search via Content Collaborative Graph Neural Network. KDD 2023: 2885-2897 - [c57]Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng:
On Structural Expressive Power of Graph Transformers. KDD 2023: 3628-3637 - [c56]Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng:
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. KDD 2023: 3774-3784 - [c55]Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng:
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. KDD 2023: 4813-4822 - [c54]Penghui Wei, Yongqiang Chen, Shaoguo Liu, Liang Wang, Bo Zheng:
RLTP: Reinforcement Learning to Pace for Delayed Impression Modeling in Preloaded Ads. KDD 2023: 5204-5214 - [c53]Haoqi Zhang, Lvyin Niu, Zhenzhe Zheng, Zhilin Zhang, Shan Gu, Fan Wu, Chuan Yu, Jian Xu, Guihai Chen, Bo Zheng:
A Personalized Automated Bidding Framework for Fairness-aware Online Advertising. KDD 2023: 5544-5553 - [c52]Zhanke Zhou, Jiangchao Yao, Jiaxu Liu, Xiawei Guo, Quanming Yao, Li He, Liang Wang, Bo Zheng, Bo Han:
Combating Bilateral Edge Noise for Robust Link Prediction. NeurIPS 2023 - [c51]Yu Tian, Bofang Li, Si Chen, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng, Qian Wang, Chenliang Li:
Multi-Scenario Ranking with Adaptive Feature Learning. SIGIR 2023: 517-526 - [c50]Xuanhua Yang, Jianxin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng:
Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning. SIGIR 2023: 2032-2036 - [c49]Penghui Wei, Hongjian Dou, Shaoguo Liu, Rongjun Tang, Li Liu, Liang Wang, Bo Zheng:
FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning. SIGIR 2023: 3037-3046 - [c48]Xiaojun Ma, Qin Chen, Yi Wu, Guojie Song, Liang Wang, Bo Zheng:
Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task. WWW 2023: 533-544 - [c47]Zixuan Xu, Penghui Wei, Shaoguo Liu, Weimin Zhang, Liang Wang, Bo Zheng:
Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation. WWW 2023: 983-991 - [c46]Liang Dai, Zhonglin Zu, Hao Wu, Liang Wang, Bo Zheng:
Fairness-aware Guaranteed Display Advertising Allocation under Traffic Cost Constraint. WWW 2023: 3572-3580 - [i49]Penghui Wei, Yongqiang Chen, Shaoguo Liu, Liang Wang, Bo Zheng:
RLTP: Reinforcement Learning to Pace for Delayed Impression Modeling in Preloaded Ads. CoRR abs/2302.02592 (2023) - [i48]Shanlei Mu, Penghui Wei, Wayne Xin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng:
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking. CoRR abs/2302.02636 (2023) - [i47]Xuanhua Yang, Jianxin Zhao, Shaoguo Liu, Liang Wang, Bo Zheng:
Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning. CoRR abs/2303.05847 (2023) - [i46]Penghui Wei, Hongjian Dou, Shaoguo Liu, Rongjun Tang, Li Liu, Liang Wang, Bo Zheng:
FedAds: A Benchmark for Privacy-Preserving CVR Estimation with Vertical Federated Learning. CoRR abs/2305.08328 (2023) - [i45]Zhangming Chan, Yu Zhang, Shuguang Han, Yong Bai, Xiang-Rong Sheng, Siyuan Lou, Jiacen Hu, Baolin Liu, Yuning Jiang, Jian Xu, Bo Zheng:
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse Approach. CoRR abs/2305.12837 (2023) - [i44]Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng:
On Structural Expressive Power of Graph Transformers. CoRR abs/2305.13987 (2023) - [i43]Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
COPR: Consistency-Oriented Pre-Ranking for Online Advertising. CoRR abs/2306.03516 (2023) - [i42]Jingyue Gao, Shuguang Han, Han Zhu, Siran Yang, Yuning Jiang, Jian Xu, Bo Zheng:
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao. CoRR abs/2306.03527 (2023) - [i41]Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng:
Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning. CoRR abs/2306.07106 (2023) - [i40]Yu Tian, Bofang Li, Si Chen, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng, Qian Wang, Chenliang Li:
Multi-Scenario Ranking with Adaptive Feature Learning. CoRR abs/2306.16732 (2023) - [i39]Yunfeng Zhao, Xu Yan, Xiaoqiang Gui, Shuguang Han, Xiang-Rong Sheng, Guoxian Yu, Jufeng Chen, Zhao Xu, Bo Zheng:
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. CoRR abs/2308.04768 (2023) - [i38]Minfang Lu, Yuchen Jiang, Huihui Dong, Qi Li, Ziru Xu, Yuanlin Liu, Lixia Wu, Haoyuan Hu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
Robust Representation Learning for Unified Online Top-K Recommendation. CoRR abs/2310.15492 (2023) - [i37]Zhanke Zhou, Jiangchao Yao, Jiaxu Liu, Xiawei Guo, Quanming Yao, Li He, Liang Wang, Bo Zheng, Bo Han:
Combating Bilateral Edge Noise for Robust Link Prediction. CoRR abs/2311.01196 (2023) - [i36]Qian Wang, Xuanzhi Xia, Zongjun Yang, Xiaotie Deng, Yuqing Kong, Zhilin Zhang, Liang Wang, Chuan Yu, Jian Xu, Bo Zheng:
Learning against Non-credible Auctions. CoRR abs/2311.15203 (2023) - [i35]Liang Dai, Kejie Lyu, Chengcheng Zhang, Guangming Zhao, Zhonglin Zu, Liang Wang, Bo Zheng:
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization. CoRR abs/2312.06174 (2023) - [i34]Xiaoqiang Gui, Yueyao Cheng, Xiang-Rong Sheng, Yunfeng Zhao, Guoxian Yu, Shuguang Han, Yuning Jiang, Jian Xu, Bo Zheng:
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. CoRR abs/2312.08727 (2023) - 2022
- [c45]Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng:
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models. CIKM 2022: 2671-2680 - [c44]Dagui Chen, Qi Yan, Chunjie Chen, Zhenzhe Zheng, Yangsu Liu, Zhenjia Ma, Chuan Yu, Jian Xu, Bo Zheng:
Hierarchically Constrained Adaptive Ad Exposure in Feeds. CIKM 2022: 3003-3012 - [c43]Rihan Chen, Bin Liu, Han Zhu, Yaoxuan Wang, Qi Li, Buting Ma, Qingbo Hua, Jun Jiang, Yunlong Xu, Hongbo Deng, Bo Zheng:
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation. CIKM 2022: 3013-3022 - [c42]Yuchen Jiang, Qi Li, Han Zhu, Jinbei Yu, Jin Li, Ziru Xu, Huihui Dong, Bo Zheng:
Adaptive Domain Interest Network for Multi-domain Recommendation. CIKM 2022: 3212-3221 - [c41]Yucheng Lu, Qiang Ji, Liang Wang, Tianshu Wu, Hongbo Deng, Jian Xu, Bo Zheng:
STARDOM: Semantic Aware Deep Hierarchical Forecasting Model for Search Traffic Prediction. CIKM 2022: 3352-3360 - [c40]Zhiyuan Zeng, Yuzhi Huang, Tianshu Wu, Hongbo Deng, Jian Xu, Bo Zheng:
Graph-based Weakly Supervised Framework for Semantic Relevance Learning in E-commerce. CIKM 2022: 3634-3643 - [c39]Yujing Zhang, Zhangming Chan, Shuhao Xu, Weijie Bian, Shuguang Han, Hongbo Deng, Bo Zheng:
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging. CIKM 2022: 3684-3693 - [c38]Guipeng Xv, Si Chen, Chen Lin, Wanxian Guan, Xingyuan Bu, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng:
Visual Encoding and Debiasing for CTR Prediction. CIKM 2022: 4615-4619 - [c37]Xuanhua Yang, Xiaoyu Peng, Penghui Wei, Shaoguo Liu, Liang Wang, Bo Zheng:
AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction. CIKM 2022: 4635-4639 - [c36]Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng:
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. ICDE 2022: 3439-3452 - [c35]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. ICDE 2022: 3453-3466 - [c34]Kailun Wu, Weijie Bian, Zhangming Chan, Lejian Ren, Shiming Xiang, Shuguang Han, Hongbo Deng, Bo Zheng:
Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction. KDD 2022: 2050-2058 - [c33]Chi Chen, Hui Chen, Kangzhi Zhao, Junsheng Zhou, Li He, Hongbo Deng, Jian Xu, Bo Zheng, Yong Zhang, Chunxiao Xing:
EXTR: Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search. KDD 2022: 2732-2740 - [c32]Xinyi Liu, Wanxian Guan, Lianyun Li, Hui Li, Chen Lin, Xubin Li, Si Chen, Jian Xu, Hongbo Deng, Bo Zheng:
Pretraining Representations of Multi-modal Multi-query E-commerce Search. KDD 2022: 3429-3437 - [c31]Haozhe Wang, Chao Du, Panyan Fang, Shuo Yuan, Xuming He, Liang Wang, Bo Zheng:
ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning. KDD 2022: 4021-4031 - [c30]Penghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng:
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning. NAACL-HLT (Industry Papers) 2022: 9-17 - [c29]Zhiyu Mou, Yusen Huo, Rongquan Bai, Mingzhou Xie, Chuan Yu, Jian Xu, Bo Zheng:
Sustainable Online Reinforcement Learning for Auto-bidding. NeurIPS 2022 - [c28]Wenbo Su, Yuanxing Zhang, Yufeng Cai, Kaixu Ren, Pengjie Wang, Huimin Yi, Yue Song, Jing Chen, Hongbo Deng, Jian Xu, Lin Qu, Bo Zheng:
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models. NeurIPS 2022 - [c27]Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Hongbo Deng, Jian Xu, Bo Zheng:
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. NeurIPS 2022 - [c26]Mingyuan Cheng, Xinru Liao, Quan Liu, Bin Ma, Jian Xu, Bo Zheng:
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization. SIGIR 2022: 1802-1806 - [c25]Pengyang Li, Rong Chen, Quan Liu, Jian Xu, Bo Zheng:
Transform Cold-Start Users into Warm via Fused Behaviors in Large-Scale Recommendation. SIGIR 2022: 2013-2017 - [c24]Kaiyi Lin, Xiang Zhang, Feng Li, Pengjie Wang, Qingqing Long, Hongbo Deng, Jian Xu, Bo Zheng:
Joint Optimization of Ad Ranking and Creative Selection. SIGIR 2022: 2341-2346 - [c23]Penghui Wei, Shaoguo Liu, Xuanhua Yang, Liang Wang, Bo Zheng:
Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding. SIGIR 2022: 2634-2638 - [c22]Penghui Wei, Weimin Zhang, Ruijie Hou, Jinquan Liu, Shaoguo Liu, Liang Wang, Bo Zheng:
Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising. SIGIR 2022: 2645-2649 - [c21]Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu, Bo Zheng:
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising. WSDM 2022: 1129-1139 - [c20]Qianqian Zhang, Xinru Liao, Quan Liu, Jian Xu, Bo Zheng:
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling. WSDM 2022: 1368-1376 - [c19]Chenchen Feng, Yu He, Shiyang Wen, Guojun Liu, Liang Wang, Jian Xu, Bo Zheng:
DC-GNN: Decoupled Graph Neural Networks for Improving and Accelerating Large-Scale E-commerce Retrieval. WWW (Companion Volume) 2022: 32-40 - [c18]Yu Chen, Jiaqi Jin, Hui Zhao, Pengjie Wang, Guojun Liu, Jian Xu, Bo Zheng:
Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction. WWW 2022: 369-379 - [c17]Zixuan Xu, Penghui Wei, Weimin Zhang, Shaoguo Liu, Liang Wang, Bo Zheng:
UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation. WWW 2022: 2078-2087 - [c16]Siguang Huang, Yunli Wang, Lili Mou, Huayue Zhang, Han Zhu, Chuan Yu, Bo Zheng:
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration. WWW 2022: 2236-2246 - [i33]Qianqian Zhang, Xinru Liao, Quan Liu, Jian Xu, Bo Zheng:
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling. CoRR abs/2201.06814 (2022) - [i32]Zixuan Xu, Penghui Wei, Weimin Zhang, Shaoguo Liu, Liang Wang, Bo Zheng:
UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation. CoRR abs/2201.08024 (2022) - [i31]Siguang Huang, Yunli Wang, Lili Mou, Huayue Zhang, Han Zhu, Chuan Yu, Bo Zheng:
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration. CoRR abs/2202.04348 (2022) - [i30]Yu Chen, Jiaqi Jin, Hui Zhao, Pengjie Wang, Guojun Liu, Jian Xu, Bo Zheng:
Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction. CoRR abs/2202.06472 (2022) - [i29]Rihan Chen, Bin Liu, Han Zhu, Yaoxuan Wang, Qi Li, Buting Ma, Qingbo Hua, Jun Jiang, Yunlong Xu, Hongbo Deng, Bo Zheng:
Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation. CoRR abs/2202.10226 (2022) - [i28]Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng:
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. CoRR abs/2203.14683 (2022) - [i27]Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Jian Xu, Bo Zheng:
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. CoRR abs/2203.16218 (2022) - [i26]Yuanxing Zhang, Langshi Chen, Siran Yang, Man Yuan, Huimin Yi, Jie Zhang, Jiamang Wang, Jianbo Dong, Yunlong Xu, Yue Song, Yong Li, Di Zhang, Wei Lin, Lin Qu, Bo Zheng:
PICASSO: Unleashing the Potential of GPU-centric Training for Wide-and-deep Recommender Systems. CoRR abs/2204.04903 (2022) - [i25]Si Chen, Chen Lin, Wanxian Guan, Jiayi Wei, Xingyuan Bu, He Guo, Hui Li, Xubin Li, Jian Xu, Bo Zheng:
Visual Encoding and Debiasing for CTR Prediction. CoRR abs/2205.04168 (2022) - [i24]Penghui Wei, Weimin Zhang, Ruijie Hou, Jinquan Liu, Shaoguo Liu, Liang Wang, Bo Zheng:
Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising. CoRR abs/2205.07295 (2022) - [i23]Penghui Wei, Xuanhua Yang, Shaoguo Liu, Liang Wang, Bo Zheng:
CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning. CoRR abs/2205.08943 (2022) - [i22]Wenbo Su, Yuanxing Zhang, Yufeng Cai, Kaixu Ren, Pengjie Wang, Huimin Yi, Yue Song, Jing Chen, Hongbo Deng, Jian Xu, Lin Qu, Bo Zheng:
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model. CoRR abs/2205.11048 (2022) - [i21]Penghui Wei, Shaoguo Liu, Xuanhua Yang, Liang Wang, Bo Zheng:
Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding. CoRR abs/2205.14970 (2022) - [i20]Dagui Chen, Qi Yan, Chunjie Chen, Zhenzhe Zheng, Yangsu Liu, Zhenjia Ma, Chuan Yu, Jian Xu, Bo Zheng:
Hierarchically Constrained Adaptive Ad Exposure in Feeds. CoRR abs/2205.15759 (2022) - [i19]Mingyuan Cheng, Xinru Liao, Quan Liu, Bin Ma, Jian Xu, Bo Zheng:
Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization. CoRR abs/2206.01022 (2022) - [i18]Haozhe Wang, Chao Du, Panyan Fang, Shuo Yuan, Xuming He, Liang Wang, Bo Zheng:
ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning. CoRR abs/2206.05240 (2022) - [i17]Yuchen Jiang, Qi Li, Han Zhu, Jinbei Yu, Jin Li, Ziru Xu, Huihui Dong, Bo Zheng:
Adaptive Domain Interest Network for Multi-domain Recommendation. CoRR abs/2206.09672 (2022) - [i16]Xiao Wang, Shaoguo Liu, Yidong Jia, Yuxin Fu, Yufang Yu, Liang Wang, Bo Zheng:
MCMF: Multi-Constraints With Merging Features Bid Optimization in Online Display Advertising. CoRR abs/2206.12147 (2022) - [i15]Xuanhua Yang, Xiaoyu Peng, Penghui Wei, Shaoguo Liu, Liang Wang, Bo Zheng:
AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction. CoRR abs/2206.13108 (2022) - [i14]Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng:
Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. CoRR abs/2208.06164 (2022) - [i13]Yujing Zhang, Zhangming Chan, Shuhao Xu, Weijie Bian, Shuguang Han, Hongbo Deng, Bo Zheng:
KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging. CoRR abs/2208.10174 (2022) - [i12]Zihan Lin, Xuanhua Yang, Shaoguo Liu, Xiaoyu Peng, Wayne Xin Zhao, Liang Wang, Bo Zheng:
Personalized Inter-Task Contrastive Learning for CTR&CVR Joint Estimation. CoRR abs/2208.13442 (2022) - [i11]Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng:
Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models. CoRR abs/2209.06053 (2022) - [i10]Zhiyu Mou, Yusen Huo, Rongquan Bai, Mingzhou Xie, Chuan Yu, Jian Xu, Bo Zheng:
Sustainable Online Reinforcement Learning for Auto-bidding. CoRR abs/2210.07006 (2022) - [i9]Zixuan Xu, Penghui Wei, Shaoguo Liu, Liang Wang, Bo Zheng:
Correlative Preference Transfer with Hierarchical Hypergraph Network for Multi-Domain Recommendation. CoRR abs/2211.11191 (2022) - 2021
- [c15]Penghui Wei, Weimin Zhang, Zixuan Xu, Shaoguo Liu, Kuang-chih Lee, Bo Zheng:
AutoHERI: Automated Hierarchical Representation Integration for Post-Click Conversion Rate Estimation. CIKM 2021: 3528-3532 - [c14]Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng:
SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. CIKM 2021: 3543-3547 - [c13]Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Binary Code based Hash Embedding for Web-scale Applications. CIKM 2021: 3563-3567 - [c12]Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer. CIKM 2021: 3568-3572 - [c11]Zongtao Liu, Bin Ma, Quan Liu, Jian Xu, Bo Zheng:
Heterogeneous Graph Neural Networks for Large-Scale Bid Keyword Matching. CIKM 2021: 3976-3985 - [c10]Ziyu Guan, Hongchang Wu, Qingyu Cao, Hao Liu, Wei Zhao, Sheng Li, Cai Xu, Guang Qiu, Jian Xu, Bo Zheng:
Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search. KDD 2021: 2899-2909 - [c9]Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach. SIGIR 2021: 2036-2040 - [c8]Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng:
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction. SIGIR 2021: 2161-2165 - [i8]Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach. CoRR abs/2105.07706 (2021) - [i7]Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng:
Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction. CoRR abs/2105.07752 (2021) - [i6]Ziyu Guan, Hongchang Wu, Qingyu Cao, Hao Liu, Wei Zhao, Sheng Li, Cai Xu, Guang Qiu, Jian Xu, Bo Zheng:
Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search. CoRR abs/2106.04075 (2021) - [i5]Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer. CoRR abs/2108.11513 (2021) - [i4]Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng:
Binary Code based Hash Embedding for Web-scale Applications. CoRR abs/2109.02471 (2021) - [i3]Zongtao Liu, Bin Ma, Quan Liu, Jian Xu, Bo Zheng:
Heterogeneous Graph Neural Networks for Large-Scale Bid Keyword Matching. CoRR abs/2111.00926 (2021) - [i2]Kailun Wu, Weijie Bian, Zhangming Chan, Lejian Ren, Shiming Xiang, Shuguang Han, Hongbo Deng, Bo Zheng:
Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction. CoRR abs/2112.11136 (2021) - 2020
- [c7]Tong Zhang, Baoliang Cui, Zhen Cui, Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng:
Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search. ICDE 2020: 1657-1666
2010 – 2019
- 2019
- [c6]Bo Wang, Minghui Qiu, Xisen Wang, Yaliang Li, Yu Gong, Xiaoyi Zeng, Jun Huang, Bo Zheng, Deng Cai, Jingren Zhou:
A Minimax Game for Instance based Selective Transfer Learning. KDD 2019: 34-43 - [c5]Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng:
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. WWW 2019: 1771-1781 - [i1]Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng:
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. CoRR abs/1902.08882 (2019)
2000 – 2009
- 2006
- [c4]Zhen Chen, Chuang Lin, Jia Ni, Dong-Hua Ruan, Bo Zheng, Zhangxi Tan, Yixin Jiang, Xuehai Peng, An'an Luo, Bing Zhu, Yao Yue, Yang Wang, Peter D. Ungsunan, Fengyuan Ren:
AntiWorm NPU-based Parallel Bloom filters in Giga-Ethernet LAN. ICC 2006: 2118-2123 - [c3]Bo Zheng, Chuang Lin:
AM-Trie: A High-Speed Parallel Packet Classification Algorithm for Network Processor. International Conference on Computational Science (4) 2006: 41-48 - [c2]Bo Zheng, Chuang Lin, Xuehai Peng:
AM-Trie: An OC-192 Parallel Multidimensional Packet Classification Algorithm. IMSCCS (1) 2006: 377-384 - 2005
- [c1]Zhen Chen, Chuang Lin, Jia Ni, Dong-Hua Ruan, Bo Zheng, Yixin Jiang:
AntiWorm NPU-based Parallel Bloom Filters for TCP/IP Content Processing in Giga-Ethernet LAN. LCN 2005: 748-755
Coauthor Index
[c129] [c124] [c123] [c122] [c121] [c117] [c110] [c102] [c101] [c100] [c99] [i191] [i187] [i184] [i183] [i182] [i180] [i179] [i178] [i177] [i173] [i172] [i171] [i163] [i162] [i161] [i159] [i158] [i156] [i152] [i148] [i146] [i142] [i134] [i131] [i125] [i124] [i122] [i120] [i113] [i111] [i100] [i96] [i94] [i90] [c88] [c87] [c86] [c79] [c76] [c75] [i87] [i85] [i84] [i74] [i73] [i71] [i68] [i65] [i64] [i63] [i61] [i60] [i56] [i51] [c28] [i22]
[c128] [c119] [c114] [c113] [c107] [c106] [c105] [c104] [c103] [c100] [c95] [c94] [c93] [c91] [i187] [i186] [i185] [i184] [i179] [i176] [i174] [i170] [i155] [i151] [i147] [i144] [i143] [i140] [i137] [i123] [i121] [i116] [i115] [i110] [i109] [i108] [i107] [i101] [i98] [i97] [i89] [c84] [c78] [c74] [c72] [c71] [c69] [i86] [i82] [i67] [i58] [i55] [i54] [i50] [c68] [c66] [c65] [c64] [c63] [c61] [c58] [c56] [c55] [c53] [c51] [i45] [i43] [i42] [i40] [i38] [i36] [i34] [c44] [c41] [c40] [c38] [c36] [c33] [c32] [c29] [c28] [c27] [c26] [c25] [c24] [c21] [c20] [c19] [c18] [i33] [i30] [i28] [i27] [i25] [i22] [i20] [i19] [i14] [i10] [c13] [c12] [c11] [c10] [c9] [c8] [i8] [i7] [i6] [i5] [i4] [i3]
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