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ORCIDWanli Ouyang
Wangli Ouyang
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- affiliation: Chinese University of Hong Kong, Electronic Engineering, Hong Kong
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2020 – today
- 2026
[j112]Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen
, Wanli Ouyang:
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs. Int. J. Comput. Vis. 134(1): 22 (2026)- [j111]Peng Ye, Tong He, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang:
$\beta $-DARTS++: Bi-Level Regularization for Proxy-Robust Differentiable Architecture Search. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1407-1423 (2026) - [j110]Peiqin Zhuang, Lei Bai, Yichao Wu, Ding Liang, Luping Zhou, Yali Wang, Wanli Ouyang:
A renaissance of explicit motion information mining from transformers for action recognition. Pattern Recognit. 172: 112645 (2026) - [i394]Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye:
Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale. CoRR abs/2601.01330 (2026) - [i393]Tongcheng Fang, Hanling Zhang, Ruiqi Xie, Zhuo Han, Xin Tao, Tianchen Zhao, Pengfei Wan, Wenbo Ding, Wanli Ouyang, Xuefei Ning, Yu Wang:
SALAD: Achieve High-Sparsity Attention via Efficient Linear Attention Tuning for Video Diffusion Transformer. CoRR abs/2601.16515 (2026) - [i392]Wenxuan Huang, Yu Zeng, Qiuchen Wang, Zhen Fang, Shaosheng Cao, Zheng Chu, Qingyu Yin, Shuang Chen, Zhenfei Yin, Lin Chen, Zehui Chen, Yao Hu, Philip Torr, Feng Zhao, Wanli Ouyang:
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models. CoRR abs/2601.22060 (2026) - [i391]Yu Zeng, Wenxuan Huang, Zhen Fang, Shuang Chen, Yufan Shen, Yishuo Cai, Xiaoman Wang, Zhenfei Yin, Lin Chen, Zehui Chen, Shiting Huang, Yiming Zhao, Xu Tang, Yao Hu, Philip Torr, Wanli Ouyang, Shaosheng Cao:
Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models. CoRR abs/2602.02185 (2026) - 2025
- [j109]Guo-Hua Yuan, Jinzhe Li, Zejun Yang, Yao-Qi Chen, Zhonghang Yuan, Tao Chen, Wanli Ouyang, Nanqing Dong, Li Yang:
Deep generative model for protein subcellular localization prediction. Briefings Bioinform. 26(2) (2025) - [j108]Yunyao Mao, Jiajun Deng, Wengang Zhou, Zhenbo Lu, Wanli Ouyang, Houqiang Li:
$\hbox {I}^2$MD: 3D Action Representation Learning with Inter- and Intra-Modal Mutual Distillation. Int. J. Comput. Vis. 133(7): 4944-4961 (2025) - [j107]Weijie Ma, Zhangrui Zhao, Canyu Zhao, Wanli Ouyang, Han-Sen Zhong:
Glasses-free 3D display with ultrawide viewing range using deep learning. Nat. 648(8092): 76-83 (2025) - [j106]Shenglin Lu, Sheldon Fung, Yihao Wang, Xuequan Lu, Wanli Ouyang, Xue Qing, Hongmei Li:
I-Nema: a large-scale microscopic image dataset for nematode recognition. Neural Comput. Appl. 37(4): 2763-2773 (2025) - [j105]Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Tong He, Yonghui Li, Wanli Ouyang:
GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(2): 900-915 (2025) - [j104]Yi Tang, Min Liu, Baopu Li, Yaonan Wang, Wanli Ouyang:
NAS-PED: Neural Architecture Search for Pedestrian Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 1800-1817 (2025) - [j103]Weizhen He, Yiheng Deng, Yunfeng Yan, Feng Zhu, Yizhou Wang, Lei Bai, Qingsong Xie, Rui Zhao, Donglian Qi, Wanli Ouyang, Shixiang Tang:
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4253-4270 (2025) - [j102]Wenhao Wu, Xiaohan Wang, Haipeng Luo, Jingdong Wang, Yi Yang, Wanli Ouyang:
Cap4Video++: Enhancing Video Understanding With Auxiliary Captions. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5223-5237 (2025) - [j101]Yizhou Wang, Yixuan Wu, Weizhen He, Xun Guo, Feng Zhu, Lei Bai, Rui Zhao, Jian Wu, Tong He, Wanli Ouyang, Shixiang Tang:
Hulk: A Universal Knowledge Translator for Human-Centric Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5672-5689 (2025) - [j100]Peng Ye, Tong He, Shengji Tang, Baopu Li, Tao Chen, Lei Bai, Wanli Ouyang:
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks. IEEE Trans. Pattern Anal. Mach. Intell. 47(8): 6463-6479 (2025) - [j99]Haoyi Zhu, Honghui Yang, Xiaoyang Wu, Di Huang, Sha Zhang, Xianglong He, Hengshuang Zhao, Chunhua Shen, Yu Qiao, Tong He, Wanli Ouyang:
PonderV2: Improved 3D Representation With a Universal Pre-Training Paradigm. IEEE Trans. Pattern Anal. Mach. Intell. 47(8): 6550-6565 (2025) - [j98]Chongjun Tu, Peng Ye, Weihao Lin, Hancheng Ye, Chong Yu, Tao Chen, Baopu Li, Wanli Ouyang:
Efficient Architecture Search via Bi-Level Data Pruning. IEEE Trans. Circuits Syst. Video Technol. 35(2): 1265-1275 (2025) - [j97]Peng Ye, Chenyu Huang, Mingzhu Shen, Tao Chen, Yongqi Huang, Wanli Ouyang:
Dynamic Model Merging With Mixture of Weights. IEEE Trans. Circuits Syst. Video Technol. 35(8): 7925-7939 (2025) - [j96]Yongqi Huang, Peng Ye, Chongjun Tu, Tao Chen, Tong He, Wanli Ouyang:
Sparse-to-Dense Training: A Novel Training Scheme to Enhance Vision Transformers. IEEE Trans. Circuits Syst. Video Technol. 35(12): 12329-12340 (2025) - [j95]Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu:
Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5082-5096 (2025) - [c256]Junxian Li, Di Zhang, Xunzhi Wang, Zeying Hao, Jingdi Lei, Qian Tan, Cai Zhou, Wei Liu, Yaotian Yang, Xinrui Xiong, Weiyun Wang, Zhe Chen, Wenhai Wang, Wei Li, Mao Su, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou:
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. AAAI 2025: 415-423 - [c255]Yu Zhu, Bo Lei, Chunfeng Song, Wanli Ouyang, Shan Yu, Tiejun Huang:
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis. AAAI 2025: 1228-1236 - [c254]Junyi Chen, Weicai Ye, Yifan Wang, Danpeng Chen, Di Huang, Wanli Ouyang, Guofeng Zhang, Yu Qiao, Tong He:
GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction. AAAI 2025: 2088-2096 - [c253]Dingning Liu, Jinzhe Li, Haoyang Su, Bei Cui, Zhihui Wang, Qingbo Yuan, Wanli Ouyang, Nanqing Dong:
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. AAAI 2025: 28204-28212 - [c252]Zhefan Wang, Huanjun Kong, Jie Ying, Wanli Ouyang, Nanqing Dong:
ROGRAG: A Robustly Optimized GraphRAG Framework. ACL (3) 2025: 604-613 - [c251]Jiakang Yuan, Xiangchao Yan, Bo Zhang, Tao Chen, Botian Shi, Wanli Ouyang, Yu Qiao, Lei Bai, Bowen Zhou:
Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback. ACL (1) 2025: 21768-21789 - [c250]Haoyang Su, Renqi Chen, Shixiang Tang, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong:
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System. ACL (1) 2025: 28201-28240 - [c249]Di Zhang, Jingdi Lei, Junxian Li, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou:
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. CVPR 2025: 9050-9061 - [c248]Zhanqiang Guo, Jiamin Wu, Yonghao Song, Jiahui Bu, Weijian Mai, Qihao Zheng, Wanli Ouyang, Chunfeng Song:
Neuro-3D: Towards 3D Visual Decoding from EEG Signals. CVPR 2025: 23870-23880 - [c247]Xiangyuan Xue, Zeyu Lu, Di Huang, Zidong Wang, Wanli Ouyang, Lei Bai:
ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems. CVPR 2025: 24614-24624 - [c246]Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai:
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution. CVPR 2025: 28071-28080 - [c245]Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue:
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. CVPR 2025: 29213-29224 - [c244]Haonan He, Yuchen Ren, Yining Tang, Ziyang Xu, Junxian Li, Minghao Yang, Di Zhang, Dong Yuan, Tao Chen, Shufei Zhang, Yuqiang Li, Nanqing Dong, Wanli Ouyang, Dongzhan Zhou, Peng Ye:
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. EMNLP (Findings) 2025: 17984-18016 - [c243]Jinyang Guo, Zhenghao Chen, Yuqing Ma, Yifu Ding, Xianglong Liu, Jinman Kim, Wanli Ouyang, Dacheng Tao:
ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing. ICCVW 2025: 3189-3192 - [c242]Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. ICLR 2025 - [c241]Junyi Chen, Di Huang, Weicai Ye, Wanli Ouyang, Tong He:
Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction. ICLR 2025 - [c240]Junchao Gong, Siwei Tu, Weidong Yang, Ben Fei, Kun Chen, Wenlong Zhang, Xiaokang Yang, Wanli Ouyang, Lei Bai:
PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling. ICLR 2025 - [c239]Shengji Tang, Weicai Ye, Peng Ye, Weihao Lin, Yang Zhou, Tao Chen, Wanli Ouyang:
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction. ICLR 2025 - [c238]Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen:
A CLIP-Powered Framework for Robust and Generalizable Data Selection. ICLR 2025 - [c237]Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He:
Depth Any Video with Scalable Synthetic Data. ICLR 2025 - [c236]Xiangyu Zhao, Zhiwang Zhou, Wenlong Zhang, Yihao Liu, Xiangyu Chen, Junchao Gong, Hao Chen, Ben Fei, Shiqi Chen, Wanli Ouyang, Xiao-Ming Wu, Lei Bai:
WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning. ICLR 2025 - [c235]Yuqin Dai, Zhouheng Yao, Chunfeng Song, Qihao Zheng, Weijian Mai, Kunyu Peng, Shuai Lu, Wanli Ouyang, Jian Yang, Jiamin Wu:
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data. ICML 2025 - [c234]Yu Zhu, Chunfeng Song, Wanli Ouyang, Shan Yu, Tiejun Huang:
Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment. ICML 2025 - [c233]Yushuang Huang, Hao Jiang, Zihan Liu, Wanli Ouyang, Zhaoqi Wang:
Learning to Predict the Future from Monocular Vision for Efficient Human-Aware Navigation. ICRA 2025: 7555-7561 - [c232]Shixiang Tang, Yizhou Wang, Lu Chen, Yuan Wang, Sida Peng, Dan Xu, Wanli Ouyang:
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling. IJCAI 2025: 10678-10686 - [c231]Zeren Chen, Zhelun Shi, Xiaoya Lu, Lehan He, Sucheng Qian, Enshen Zhou, Zhenfei Yin, Wanli Ouyang, Jing Shao, Yu Qiao, Cewu Lu, Lu Sheng:
RH20T-P: A Primitive-Level Robotic Manipulation Dataset towards Composable Generalization Agents in Real-world Scenarios. IROS 2025: 20532-20539 - [c230]Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou:
LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. NAACL (Long Papers) 2025: 7315-7337 - [c229]Jingwen He, Hongbo Liu, Jiajun Li, Ziqi Huang, Yu Qiao, Wanli Ouyang, Ziwei Liu:
Cut2Next: Generating Next Shot via In-Context Tuning. SIGGRAPH Asia 2025: 22:1-22:11 - [c228]Yangguang Li, Xianglong He, Zi-Xin Zou, Zexiang Liu, Wanli Ouyang, Ding Liang, Yan-Pei Cao:
ShapeGen: Towards High-Quality 3D Shape Synthesis. SIGGRAPH Asia 2025: 57:1-57:12 - [i390]Jiakang Yuan, Xiangchao Yan, Botian Shi, Tao Chen, Wanli Ouyang, Bo Zhang, Lei Bai, Yu Qiao, Bowen Zhou:
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback. CoRR abs/2501.03916 (2025) - [i389]Feng Liu, Bao Deng, Rui Su, Lei Bai, Wanli Ouyang:
DispFormer: Pretrained Transformer for Flexible Dispersion Curve Inversion from Global Synthesis to Regional Applications. CoRR abs/2501.04366 (2025) - [i388]Jie Liu, Gongye Liu, Jiajun Liang, Ziyang Yuan, Xiaokun Liu, Mingwu Zheng, Xiele Wu, Qiulin Wang, Wenyu Qin, Menghan Xia, Xintao Wang, Xiaohong Liu, Fei Yang, Pengfei Wan, Di Zhang, Kun Gai, Yujiu Yang, Wanli Ouyang:
Improving Video Generation with Human Feedback. CoRR abs/2501.13918 (2025) - [i387]Wanghan Xu, Xiaoyu Yue, Zidong Wang, Yao Teng, Wenlong Zhang, Xihui Liu, Luping Zhou, Wanli Ouyang, Lei Bai:
Exploring Representation-Aligned Latent Space for Better Generation. CoRR abs/2502.00359 (2025) - [i386]Yuqin Dai, Zhouheng Yao, Chunfeng Song, Qihao Zheng, Weijian Mai, Kunyu Peng, Shuai Lu, Wanli Ouyang, Jian Yang, Jiamin Wu:
MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data. CoRR abs/2502.05034 (2025) - [i385]Lu Chen, Yizhou Wang, Shixiang Tang, Qianhong Ma, Tong He, Wanli Ouyang, Xiaowei Zhou, Hujun Bao, Sida Peng:
Acquisition through My Eyes and Steps: A Joint Predictive Agent Model in Egocentric Worlds. CoRR abs/2502.05857 (2025) - [i384]Dingning Liu, Jinzhe Li, Haoyang Su, Bei Cui, Zhihui Wang, Qingbo Yuan, Wanli Ouyang, Nanqing Dong:
Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. CoRR abs/2502.06255 (2025) - [i383]Yangguang Li, Zi-Xin Zou, Zexiang Liu, Dehu Wang, Yuan Liang, Zhipeng Yu, Xingchao Liu, Yuan-Chen Guo, Ding Liang, Wanli Ouyang, Yan-Pei Cao:
TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models. CoRR abs/2502.06608 (2025) - [i382]Runze Liu, Junqi Gao, Jian Zhao, Kaiyan Zhang, Xiu Li, Biqing Qi, Wanli Ouyang, Bowen Zhou:
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling. CoRR abs/2502.06703 (2025) - [i381]Siwei Tu, Ben Fei, Weidong Yang, Fenghua Ling, Hao Chen, Zili Liu, Kun Chen, Hang Fan, Wanli Ouyang, Lei Bai:
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution. CoRR abs/2502.07814 (2025) - [i380]Shixiang Tang, Yizhou Wang, Lu Chen, Yuan Wang, Sida Peng, Dan Xu, Wanli Ouyang:
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling. CoRR abs/2502.08556 (2025) - [i379]Jinouwen Zhang, Junjie Ren, Aobo Yang, Yan Lu, Lu Chen, Hairun Xie, Jing Wang, Miao Zhang, Wanli Ouyang, Shixiang Tang:
FuncGenFoil: Airfoil Generation and Editing Model in Function Space. CoRR abs/2502.10712 (2025) - [i378]Xinghao Wang, Feng Liu, Rui Su, Zhihui Wang, Lei Bai, Wanli Ouyang:
SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model. CoRR abs/2502.19960 (2025) - [i377]Gengyuan Hu, Wanli Ouyang, Chao-Yang Lu, Chen Lin, Han-Sen Zhong:
Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction. CoRR abs/2502.19971 (2025) - [i376]Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu:
Nature-Inspired Population-Based Evolution of Large Language Models. CoRR abs/2503.01155 (2025) - [i375]Sijie Zhao, Feng Liu, Xueliang Zhang, Hao Chen, Tao Han, Junchao Gong, Ran Tao, Pengfeng Xiao, Lei Bai, Wanli Ouyang:
Transforming Weather Data from Pixel to Latent Space. CoRR abs/2503.06623 (2025) - [i374]Chenyu Huang, Peng Ye, Xiaohui Wang, Shenghe Zheng, Biqing Qi, Lei Bai, Wanli Ouyang, Tao Chen:
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform. CoRR abs/2503.06676 (2025) - [i373]Chongjun Tu, Peng Ye, Dongzhan Zhou, Lei Bai, Gang Yu, Tao Chen, Wanli Ouyang:
Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs. CoRR abs/2503.08342 (2025) - [i372]Chen Tang, Xinzhu Ma, Encheng Su, Xiufeng Song, Xiaohong Liu, Wei-Hong Li, Lei Bai, Wanli Ouyang, Xiangyu Yue:
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. CoRR abs/2503.20748 (2025) - [i371]Yujie Liu, Zonglin Yang, Tong Xie, Jinjie Ni, Ben Gao, Yuqiang Li, Shixiang Tang, Wanli Ouyang, Erik Cambria, Dongzhan Zhou:
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition. CoRR abs/2503.21248 (2025) - [i370]Xianglong He, Zi-Xin Zou, Chia-Hao Chen, Yuan-Chen Guo, Ding Liang, Chun Yuan, Wanli Ouyang, Yan-Pei Cao, Yangguang Li:
SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling. CoRR abs/2503.21732 (2025) - [i369]Xianglong He, Junyi Chen, Di Huang, Zexiang Liu, Xiaoshui Huang, Wanli Ouyang, Chun Yuan, Yangguang Li:
MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs. CoRR abs/2503.23022 (2025) - [i368]Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Wanli Ouyang, Shuyue Hu:
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. CoRR abs/2504.00762 (2025) - [i367]Jiaqi Wei, Hao Zhou, Xiang Zhang, Di Zhang, Zijie Qiu, Wei Wei, Jinzhe Li, Wanli Ouyang, Siqi Sun:
AlignRAG: An Adaptable Framework for Resolving Misalignments in Retrieval-Aware Reasoning of RAG. CoRR abs/2504.14858 (2025) - [i366]Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jingyang Guo, Dongzhan Zhou, Wanli Ouyang, Shixiang Tang:
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation. CoRR abs/2504.20830 (2025) - [i365]Jie Liu, Gongye Liu, Jiajun Liang, Yangguang Li, Jiaheng Liu, Xintao Wang, Pengfei Wan, Di Zhang, Wanli Ouyang:
Flow-GRPO: Training Flow Matching Models via Online RL. CoRR abs/2505.05470 (2025) - [i364]Chenyu Huang, Peng Ye, Shenghe Zheng, Xiaohui Wang, Lei Bai, Tao Chen, Wanli Ouyang:
Dynamic Base model Shift for Delta Compression. CoRR abs/2505.11344 (2025) - [i363]Ruikun Li, Yan Lu, Shixiang Tang, Biqing Qi, Wanli Ouyang:
MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data. CoRR abs/2505.11940 (2025) - [i362]Renqi Chen, Haoyang Su, Shixiang Tang, Zhenfei Yin, Qi Wu, Hui Li, Ye Sun, Nanqing Dong, Wanli Ouyang, Philip Torr:
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research. CoRR abs/2505.12039 (2025) - [i361]Bohan Jia, Wenxuan Huang, Yuntian Tang, Junbo Qiao, Jincheng Liao, Shaosheng Cao, Fei Zhao, Zhaopeng Feng, Zhouhong Gu, Zhenfei Yin, Lei Bai, Wanli Ouyang, Lin Chen, Fei Zhao, Zihan Wang, Yuan Xie, Shaohui Lin:
CompBench: Benchmarking Complex Instruction-guided Image Editing. CoRR abs/2505.12200 (2025) - [i360]Yaotian Yang, Yiwen Tang, Yizhe Chen, Xiao Chen, Jiangjie Qiu, Hao Xiong, Haoyu Yin, Zhiyao Luo, Yifei Zhang, Sijia Tao, Wentao Li, Qinghua Zhang, Yuqiang Li, Wanli Ouyang, Bin Zhao, Xiaonan Wang, Fei Wei:
AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use. CoRR abs/2505.12650 (2025) - [i359]Han Deng, Yuan Meng, Shixiang Tang, Wanli Ouyang, Xinzhu Ma:
CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming. CoRR abs/2505.12925 (2025) - [i358]Xiaohui Wang, Peng Ye, Chenyu Huang, Shenghe Zheng, Bo Zhang, Wanli Ouyang, Tao Chen:
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression. CoRR abs/2505.13563 (2025) - [i357]Qian Tan, Dongzhan Zhou, Peng Xia, Wanhao Liu, Wanli Ouyang, Lei Bai, Yuqiang Li, Tianfan Fu:
ChemMLLM: Chemical Multimodal Large Language Model. CoRR abs/2505.16326 (2025) - [i356]Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai:
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. CoRR abs/2505.16938 (2025) - [i355]Wanhao Liu, Zonglin Yang, Jue Wang, Lidong Bing, Di Zhang, Dongzhan Zhou, Yuqiang Li, Houqiang Li, Erik Cambria, Wanli Ouyang:
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback. CoRR abs/2505.17873 (2025) - [i354]Zonglin Yang, Wanhao Liu, Ben Gao, Yujie Liu, Wei Li, Tong Xie, Lidong Bing, Wanli Ouyang, Erik Cambria, Dongzhan Zhou:
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search. CoRR abs/2505.19209 (2025) - [i353]Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Daling Wang, Zhen Wang, Xinrun Wang, Xu Jia, Lei Bai, Wanli Ouyang, Shuyue Hu:
The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants. CoRR abs/2505.19797 (2025) - [i352]Wanghan Xu, Wenlong Zhang, Fenghua Ling, Ben Fei, Yusong Hu, Fangxuan Ren, Jintai Lin, Wanli Ouyang, Lei Bai:
Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System. CoRR abs/2505.20310 (2025) - [i351]Zihong Chen, Wanli Jiang, Jinzhe Li, Zhonghang Yuan, Huanjun Kong, Wanli Ouyang, Nanqing Dong:
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation. CoRR abs/2505.20416 (2025) - [i350]Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou, Ning Ding:
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. CoRR abs/2505.22617 (2025) - [i349]Rui Li, Zixuan Hu, Wenxi Qu, Jinouwen Zhang, Zhenfei Yin, Sha Zhang, Xuantuo Huang, Hanqing Wang, Tai Wang, Jiangmiao Pang, Wanli Ouyang, Lei Bai, Wangmeng Zuo, Ling-Yu Duan, Dongzhan Zhou, Shixiang Tang:
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents. CoRR abs/2505.22634 (2025) - [i348]Di Zhang, Weida Wang, Junxian Li, Xunzhi Wang, Jiatong Li, Jianbo Wu, Jingdi Lei, Haonan He, Peng Ye, Shufei Zhang, Wanli Ouyang, Yuqiang Li, Dongzhan Zhou:
Control-R: Towards controllable test-time scaling. CoRR abs/2506.00189 (2025) - [i347]Guohang Zhuang, Weixi Song, Jinyang Huang, Chenwei Yang, Wanli Ouyang, Yan Lu:
High Performance Space Debris Tracking in Complex Skylight Backgrounds with a Large-Scale Dataset. CoRR abs/2506.02614 (2025) - [i346]Zidong Wang, Lei Bai, Xiangyu Yue, Wanli Ouyang, Yiyuan Zhang:
Native-Resolution Image Synthesis. CoRR abs/2506.03131 (2025) - [i345]Yuanyi Song, Pumeng Lyu, Ben Fei, Fenghua Ling, Wanli Ouyang, Lei Bai:
ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion. CoRR abs/2506.10391 (2025) - [i344]Lintao Wang, Encheng Su, Jiaqi Liu, Pengze Li, Peng Xia, Jiabei Xiao, Wenlong Zhang, Xinnan Dai, Xi Chen, Yuan Meng, Mingyu Ding, Lei Bai, Wanli Ouyang, Shixiang Tang, Aoran Wang, Xinzhu Ma:
PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models. CoRR abs/2506.17667 (2025) - [i343]Rui Su, Dong Xu, Luping Zhou, Wanli Ouyang:
Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-resolution Information in Temporal Domain. CoRR abs/2506.18261 (2025) - [i342]Weilun Yu, Shixiang Tang, Yonggui Huang, Nanqing Dong, Li Fan, Honggang Qi, Wei Liu, Xiaoli Diao, Xi Chen, Wanli Ouyang:
Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team. CoRR abs/2506.18348 (2025) - [i341]Weiheng Lu, Chunfeng Song, Jiamin Wu, Pengyu Zhu, Yuchen Zhou, Weijian Mai, Qihao Zheng, Wanli Ouyang:
UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding. CoRR abs/2506.18962 (2025) - [i340]Weichen Zhang, Dong Xu, Wanli Ouyang, Wen Li:
Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation. CoRR abs/2506.19267 (2025) - [i339]Weichen Zhang, Dong Xu, Jing Zhang, Wanli Ouyang:
Progressive Modality Cooperation for Multi-Modality Domain Adaptation. CoRR abs/2506.19316 (2025) - [i338]Sha Zhang, Suorong Yang, Tong Xie, Xiangyuan Xue, Zixuan Hu, Rui Li, Wenxi Qu, Zhenfei Yin, Tianfan Fu, Di Hu, Andres M. Bran, Nian Ran, Bram Hoex, Wangmeng Zuo, Philippe Schwaller, Wanli Ouyang, Lei Bai, Yanyong Zhang, Lingyu Duan, Shixiang Tang, Dongzhan Zhou:
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI. CoRR abs/2506.19613 (2025) - [i337]Zhiwang Zhang, Dong Xu, Wanli Ouyang, Chuanqi Tan:
Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization. CoRR abs/2506.20567 (2025) - [i336]Zhiwang Zhang, Dong Xu, Wanli Ouyang, Luping Zhou:
Dense Video Captioning using Graph-based Sentence Summarization. CoRR abs/2506.20583 (2025) - [i335]Hongbo Liu, Jingwen He, Yi Jin, Dian Zheng, Yuhao Dong, Fan Zhang, Ziqi Huang, Yinan He, Yangguang Li, Weichao Chen, Yu Qiao, Wanli Ouyang, Shengjie Zhao, Ziwei Liu:
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models. CoRR abs/2506.21356 (2025) - [i334]Yuchen Zhou, Jiamin Wu, Zichen Ren, Zhouheng Yao, Weiheng Lu, Kunyu Peng, Qihao Zheng, Chunfeng Song, Wanli Ouyang, Chao Gou:
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding. CoRR abs/2506.23075 (2025) - [i333]Jinyang Guo, Weichen Zhang, Wanli Ouyang, Dong Xu:
Model Compression using Progressive Channel Pruning. CoRR abs/2507.04792 (2025) - [i332]Xinzhe Zheng, Hao Du, Fanding Xu, Jinzhe Li, Zhiyuan Liu, Wenkang Wang, Tao Chen, Wanli Ouyang, Stan Z. Li, Yan Lu, Nanqing Dong, Yang Zhang:
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs. CoRR abs/2507.05101 (2025) - [i331]Jiayi Song, Zihan Ye, Qingyuan Zhou, Weidong Yang, Ben Fei, Jingyi Xu, Ying He, Wanli Ouyang:
Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering. CoRR abs/2507.06103 (2025) - [i330]Changze Lv, Jiang Zhou, Siyu Long, Lihao Wang, Jiangtao Feng, Dongyu Xue, Yu Pei, Hao Wang, Zherui Zhang, Yuchen Cai, Zhiqiang Gao, Ziyuan Ma, Jiakai Hu, Chaochen Gao, Jingjing Gong, Yuxuan Song, Shuyi Zhang, Xiaoqing Zheng, Deyi Xiong, Lei Bai, Wanli Ouyang, Ya-Qin Zhang, Wei-Ying Ma, Bowen Zhou, Hao Zhou:
AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model. CoRR abs/2507.08920 (2025) - [i329]Jiamin Wu, Zichen Ren, Junyu Wang, Pengyu Zhu, Yonghao Song, Mianxin Liu, Qihao Zheng, Lei Bai, Wanli Ouyang, Chunfeng Song:
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications. CoRR abs/2507.09882 (2025) - [i328]Suorong Yang, Peijia Li, Yujie Liu, Zhiming Xu, Peng Ye, Wanli Ouyang, Furao Shen, Dongzhan Zhou:
Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. CoRR abs/2507.12750 (2025) - [i327]Shengji Tang, Jianjian Cao, Weihao Lin, Jiale Hong, Bo Zhang, Shuyue Hu, Lei Bai, Tao Chen, Wanli Ouyang, Peng Ye:
Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System. CoRR abs/2507.14200 (2025) - [i326]Kuo-Cheng Wu, Guohang Zhuang, Jinyang Huang, Xiang Zhang, Wanli Ouyang, Yan Lu:
STAR: A Benchmark for Astronomical Star Fields Super-Resolution. CoRR abs/2507.16385 (2025) - [i325]Zijie Guo, Jiong Wang, Xiaoyu Yue, Wangxu Wei, Zhe Jiang, Wanghan Xu, Ben Fei, Wenlong Zhang, Xinyu Gu, Lijing Cheng, Jing-Jia Luo, Chao Li, Yaqiang Wang, Tao Chen, Wanli Ouyang, Fenghua Ling, Lei Bai:
EarthLink: A Self-Evolving AI Agent for Climate Science. CoRR abs/2507.17311 (2025) - [i324]Taoyong Cui, Zhongyao Wang, Dongzhan Zhou, Yuqiang Li, Lei Bai, Wanli Ouyang, Mao Su, Shufei Zhang:
Iterative Pretraining Framework for Interatomic Potentials. CoRR abs/2507.20118 (2025) - [i323]Zhongyue Zhang, Jiahua Rao, Jie Zhong, Weiqiang Bai, Dongxue Wang, Shaobo Ning, Lifeng Qiao, Sheng Xu, Runze Ma, Will Hua, Jack Xiaoyu Chen, Odin Zhang, Wei Lu, Hanyi Feng, He Yang, Xinchao Shi, Rui Li, Wanli Ouyang, Xinzhu Ma, Jiahao Wang, Jixian Zhang, Jia Duan, Siqi Sun, Jian Zhang, Shuangjia Zheng:
Fitness aligned structural modeling enables scalable virtual screening with AuroBind. CoRR abs/2508.02137 (2025) - [i322]Jingwen He, Hongbo Liu, Jiajun Li, Ziqi Huang, Yu Qiao, Wanli Ouyang, Ziwei Liu:
Cut2Next: Generating Next Shot via In-Context Tuning. CoRR abs/2508.08244 (2025) - [i321]Yingfan Hua, Ruikun Li, Jun Yao, Guohang Zhuang, Shixiang Tang, Bin Liu, Wanli Ouyang, Yan Lu:
Finetuning Large Language Model as an Effective Symbolic Regressor. CoRR abs/2508.09897 (2025) - [i320]Weijian Mai, Jiamin Wu, Yu Zhu, Zhouheng Yao, Dongzhan Zhou, Andrew F. Luo, Qihao Zheng, Wanli Ouyang, Chunfeng Song:
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning. CoRR abs/2508.10298 (2025) - [i319]Jiaqi Wei, Yuejin Yang, Xiang Zhang, Yuhan Chen, Xiang Zhuang, Zhangyang Gao, Dongzhan Zhou, Guangshuai Wang, Zhiqiang Gao, Juntai Cao, Zijie Qiu, Xuming He, Qiang Zhang, Chenyu You, Shuangjia Zheng, Ning Ding, Wanli Ouyang, Nanqing Dong, Yu Cheng, Siqi Sun, Lei Bai, Bowen Zhou:
From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery. CoRR abs/2508.14111 (2025) - [i318]Jiaqi Liu, Songning Lai, Pengze Li, Di Yu, Wenjie Zhou, Yiyang Zhou, Peng Xia, Zijun Wang, Xi Chen, Shixiang Tang, Lei Bai, Wanli Ouyang, Mingyu Ding, Huaxiu Yao, Aoran Wang:
Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery. CoRR abs/2508.17380 (2025) - [i317]Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng,