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ORCIDMaolin Wang 0001
王茂林
Person information
- unicode name: 王茂林
- affiliation: City University of Hong Kong, Department of Data Science, Hong Kong
Other persons with the same name
- Maolin Wang (aka: Mao-Lin Wang) — disambiguation page
- Maolin Wang 0002
![[0000-0001-7449-9834]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-7449-9834")
— AI Chip Center for Emerging Smart Systems (ACCESS), Hong Kong (and 1 more)
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2020 – today
- 2025
[j3]Kai Li, Yupeng Deng, Jingbo Chen, Yu Meng, Zhihao Xi, Junxian Ma, Chenhao Wang, Maolin Wang, Xiangyu Zhao:
PolyFootNet: Extracting Polygonal Building Footprints in Off-Nadir Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025)- [c25]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
SIGMA: Selective Gated Mamba for Sequential Recommendation. AAAI 2025: 12264-12272 - [c24]Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Yichao Wang, Yuhao Wang, Qidong Liu, Maolin Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao:
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. ACL (Findings) 2025: 4242-4256 - [c23]Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qidong Liu, Ruocheng Guo, Qi Liu:
Stepwise Reasoning Disruption Attack of LLMs. ACL (1) 2025: 5040-5058 - [c22]Binhao Wang, Yutian Xiao, Maolin Wang, Zhiqi Li, Tianshuo Wei, Ruocheng Guo, Xiangyu Zhao:
SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation. CIKM 2025: 2956-2966 - [c21]Yuhao Wang, Junwei Pan, Xinhang Li, Maolin Wang, Yuan Wang, Yue Liu, Dapeng Liu, Jie Jiang, Xiangyu Zhao:
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. CIKM 2025: 3209-3219 - [c20]Tongzhou Wu, Yuhao Wang, Maolin Wang, Chi Zhang, Xiangyu Zhao:
Empowering Denoising Sequential Recommendation with Large Language Model Embeddings. CIKM 2025: 3427-3437 - [c19]Maolin Wang, Xiangyu Zhao, Ruocheng Guo, Junhui Wang:
MetaLoRA: Tensor-Enhanced Adaptive Low-Rank Fine-Tuning. ICDE 2025: 4680-4684 - [c18]Maolin Wang, Tianshuo Wei, Sheng Zhang, Ruocheng Guo, Wangyu Wang, Shanshan Ye, Lixin Zou, Xuetao Wei, Xiangyu Zhao:
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation. IJCAI 2025: 6334-6342 - [c17]Sheng Zhang, Maolin Wang, Wanyu Wang, Jingtong Gao, Xiangyu Zhao, Yu Yang, Xuetao Wei, Zitao Liu, Tong Xu:
GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. KDD (1) 2025: 1948-1959 - [c16]Maolin Wang, Yutian Xiao, Binhao Wang, Sheng Zhang, Shanshan Ye, Wanyu Wang, Hongzhi Yin, Ruocheng Guo, Zenglin Xu:
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation. KDD (2) 2025: 3008-3018 - [c15]Yi Wen, Yue Liu, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang, Ke Liang, Maolin Wang, Yiqi Wang, Fuzhen Zhuang, Xiangyu Zhao:
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. KDD (2) 2025: 3156-3167 - [c14]Yingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang, Yichao Wang, Zhaocheng Du, Huifeng Guo, Yong Liu, Ruiming Tang, Xiangyu Zhao:
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration. KDD (2) 2025: 3889-3900 - [c13]Maolin Wang, Jun Chu, Sicong Xie, Xiaoling Zang, Yao Zhao, Wenliang Zhong, Xiangyu Zhao:
Put Teacher in Student's Shoes: Cross-Distillation for Ultra-compact Model Compression Framework. KDD (2) 2025: 4975-4985 - [c12]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends. KDD (2) 2025: 6096-6106 - [c11]Yuhao Wang, Junwei Pan, Pengyue Jia, Wanyu Wang, Maolin Wang, Zhixiang Feng, Xiaotian Li, Jie Jiang, Xiangyu Zhao:
Pre-train, Align, and Disentangle: Empowering Sequential Recommendation with Large Language Models. SIGIR 2025: 1455-1465 - [c10]Maolin Wang, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Xuetao Wei, Zitao Liu, Hongzhi Yin, Yi Chang, Xiangyu Zhao:
STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation. SIGIR 2025: 1530-1540 - [c9]Yejing Wang, Chi Zhang, Xiangyu Zhao, Qidong Liu, Maolin Wang, Xuetao Wei, Zitao Liu, Xing Shi, Xudong Yang, Ling Zhong, Wei Lin:
Behavior Modeling Space Reconstruction for E-Commerce Search. WWW 2025: 1683-1692 - [i38]Yejing Wang, Chi Zhang, Xiangyu Zhao, Qidong Liu, Maolin Wang, Xuewei Tao, Zitao Liu, Xing Shi, Xudong Yang, Ling Zhong, Wei Lin:
Behavior Modeling Space Reconstruction for E-Commerce Search. CoRR abs/2501.18216 (2025) - [i37]Maolin Wang, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Xuetao Wei, Zitao Liu, Hongzhi Yin, Yi Chang, Xiangyu Zhao:
STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation. CoRR abs/2505.03484 (2025) - [i36]Yingyi Zhang, Pengyue Jia, Xianneng Li, Derong Xu, Maolin Wang, Yichao Wang, Zhaocheng Du, Huifeng Guo, Yong Liu, Ruiming Tang, Xiangyu Zhao:
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device Collaboration. CoRR abs/2505.05031 (2025) - [i35]Jingyu Peng, Maolin Wang, Nan Wang, Xiangyu Zhao, Jiatong Li, Kai Zhang, Qi Liu:
Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression. CoRR abs/2505.13527 (2025) - [i34]Derong Xu, Pengyue Jia, Xiaopeng Li, Yingyi Zhang, Maolin Wang, Qidong Liu, Xiangyu Zhao, Yichao Wang, Huifeng Guo, Ruiming Tang, Enhong Chen, Tong Xu:
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation. CoRR abs/2505.16237 (2025) - [i33]Bingguang Hao, Maolin Wang, Zengzhuang Xu, Cunyin Peng, Yicheng Chen, Xiangyu Zhao, Jinjie Gu, Chenyi Zhuang:
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement. CoRR abs/2505.20192 (2025) - [i32]Yi Wen, Yue Liu, Derong Xu, Huishi Luo, Pengyue Jia, Yiqing Wu, Siwei Wang, Ke Liang, Maolin Wang, Yiqi Wang, Fuzhen Zhuang, Xiangyu Zhao:
Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation. CoRR abs/2505.20227 (2025) - [i31]Maolin Wang, Jun Chu, Sicong Xie, Xiaoling Zang, Yao Zhao, Wenliang Zhong, Xiangyu Zhao:
Put Teacher in Student's Shoes: Cross-Distillation for Ultra-compact Model Compression Framework. CoRR abs/2507.04636 (2025) - [i30]Maolin Wang, Yutian Xiao, Binhao Wang, Sheng Zhang, Shanshan Ye, Wanyu Wang, Hongzhi Yin, Ruocheng Guo, Zenglin Xu:
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation. CoRR abs/2507.04651 (2025) - [i29]Maolin Wang, Tianshuo Wei, Sheng Zhang, Ruocheng Guo, Wanyu Wang, Shanshan Ye, Lixin Zou, Xuetao Wei, Xiangyu Zhao:
DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation. CoRR abs/2507.04671 (2025) - [i28]Bingguang Hao, Maolin Wang, Zengzhuang Xu, Yicheng Chen, Cunyin Peng, Jinjie Gu, Chenyi Zhuang:
Exploring Superior Function Calls via Reinforcement Learning. CoRR abs/2508.05118 (2025) - [i27]Yuhao Wang, Junwei Pan, Xinhang Li, Maolin Wang, Yuan Wang, Yue Liu, Dapeng Liu, Jie Jiang, Xiangyu Zhao:
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs. CoRR abs/2509.02017 (2025) - [i26]Binhao Wang, Yutian Xiao, Maolin Wang, Zhiqi Li, Tianshuo Wei, Ruocheng Guo, Xiangyu Zhao:
SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation. CoRR abs/2509.11094 (2025) - [i25]Xiao Han, Zimo Zhao, Wanyu Wang, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning. CoRR abs/2509.18942 (2025) - [i24]Tongzhou Wu, Yuhao Wang, Maolin Wang, Chi Zhang, Xiangyu Zhao:
Empowering Denoising Sequential Recommendation with Large Language Model Embeddings. CoRR abs/2510.04239 (2025) - [i23]Jingyu Peng, Maolin Wang, Hengyi Cai, Yuchen Li, Kai Zhang, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao:
AdaSwitch: Adaptive Switching Generation for Knowledge Distillation. CoRR abs/2510.07842 (2025) - [i22]Zengzhuang Xu, Bingguang Hao, Zechuan Wang, Yuntao Wen, Maolin Wang, Yang Liu, Long Chen, Dong Wang, Yicheng Chen, Cunyin Peng, Chenyi Zhuang, Jinjie Gu, Leilei Gan, Xiangyu Zhao, Shi Gu:
FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling. CoRR abs/2510.24645 (2025) - [i21]Yejing Wang, Shengyu Zhou, Jinyu Lu, Ziwei Liu, Langming Liu, Maolin Wang, Wenlin Zhang, Feng Li, Wenbo Su, Pengjie Wang, Jian Xu, Xiangyu Zhao:
NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative Recommendations. CoRR abs/2511.18793 (2025) - [i20]Xiaopeng Li, Yuanjin Zheng, Wanyu Wang, Wenlin Zhang, Pengyue Jia, Yiqi Wang, Maolin Wang, Xuetao Wei, Xiangyu Zhao:
MTA: A Merge-then-Adapt Framework for Personalized Large Language Model. CoRR abs/2511.20072 (2025) - [i19]Jiancheng Dong, Pengyue Jia, Jingyu Peng, Maolin Wang, Yuhao Wang, Lixin Su, Xin Sun, Shuaiqiang Wang, Dawei Yin, Xiangyu Zhao:
Behavior-Equivalent Token: Single-Token Replacement for Long Prompts in LLMs. CoRR abs/2511.23271 (2025) - [i18]Maolin Wang, Bowen Yu, Sheng Zhang, Linjie Mi, Wanyu Wang, Yiqi Wang, Pengyue Jia, Xuetao Wei, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Renormalization Group Guided Tensor Network Structure Search. CoRR abs/2512.24663 (2025) - 2024
- [c8]Sheng Zhang, Maolin Wang, Xiangyu Zhao, Ruocheng Guo, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Zijian Zhang, Hongzhi Yin:
DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems. RecSys 2024: 591-600 - [c7]Maolin Wang, Yaoming Zhen, Yu Pan, Yao Zhao, Chenyi Zhuang, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Tensorized Hypergraph Neural Networks. SDM 2024: 127-135 - [c6]Maolin Wang, Yao Zhao, Jiajia Liu, Jingdong Chen, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao:
Large Multimodal Model Compression via Iterative Efficient Pruning and Distillation. WWW (Companion Volume) 2024: 235-244 - [i17]Maolin Wang, Yu Pan, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao, Wanyu Wang, Yiqi Wang, Zitao Liu, Langming Liu:
Cumulative Distribution Function based General Temporal Point Processes. CoRR abs/2402.00388 (2024) - [i16]Sheng Zhang, Maolin Wang, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao, Zijian Zhang, Hongzhi Yin:
EASRec: Elastic Architecture Search for Efficient Long-term Sequential Recommender Systems. CoRR abs/2402.00390 (2024) - [i15]Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song:
Privacy in LLM-based Recommendation: Recent Advances and Future Directions. CoRR abs/2406.01363 (2024) - [i14]Sheng Zhang, Maolin Wang, Xiangyu Zhao:
GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. CoRR abs/2406.10244 (2024) - [i13]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
Bidirectional Gated Mamba for Sequential Recommendation. CoRR abs/2408.11451 (2024) - [i12]Suyuan Huang, Chao Zhang, Yuanyuan Wu, Haoxin Zhang, Yuan Wang, Maolin Wang, Shaosheng Cao, Tong Xu, Xiangyu Zhao, Zengchang Qin, Yan Gao, Yunhan Bai, Jun Fan, Yao Hu, Enhong Chen:
ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval. CoRR abs/2411.15766 (2024) - [i11]Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qidong Liu, Ruocheng Guo, Qi Liu:
Stepwise Reasoning Error Disruption Attack of LLMs. CoRR abs/2412.11934 (2024) - [i10]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. CoRR abs/2412.13432 (2024) - 2023
- [c5]Maolin Wang, Dun Zeng, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor Factorization. ICDM 2023: 1361-1366 - [c4]Kesen Zhao, Lixin Zou, Xiangyu Zhao, Maolin Wang, Dawei Yin:
User Retention-oriented Recommendation with Decision Transformer. WWW 2023: 1141-1149 - [i9]Maolin Wang, Yu Pan, Xiangli Yang, Guangxi Li, Zenglin Xu:
Tensor Networks Meet Neural Networks: A Survey. CoRR abs/2302.09019 (2023) - [i8]Kesen Zhao, Lixin Zou, Xiangyu Zhao, Maolin Wang, Dawei Yin:
User Retention-oriented Recommendation with Decision Transformer. CoRR abs/2303.06347 (2023) - [i7]Maolin Wang, Yaoming Zhen, Yu Pan, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Tensorized Hypergraph Neural Networks. CoRR abs/2306.02560 (2023) - [i6]Xiangyu Zhao, Maolin Wang, Xinjian Zhao, Jiansheng Li, Shucheng Zhou, Dawei Yin, Qing Li, Jiliang Tang, Ruocheng Guo:
Embedding in Recommender Systems: A Survey. CoRR abs/2310.18608 (2023) - [i5]You Zhou, Xiujing Lin, Xiang Zhang, Maolin Wang, Gangwei Jiang, Huakang Lu, Yupeng Wu, Kai Zhang, Zhe Yang, Kehang Wang, Yongduo Sui, Fengwei Jia, Zuoli Tang, Yao Zhao, Hongxuan Zhang, Tiannuo Yang, Weibo Chen, Yunong Mao, Yi Li, De Bao, Yu Li, Hongrui Liao, Ting Liu, Jingwen Liu, Jinchi Guo, Xiangyu Zhao, Ying Wei, Hong Qian, Qi Liu, Xiang Wang, Wai Kin Chan, Chenliang Li, Yusen Li, Shiyu Yang, Jining Yan, Chao Mou, Shuai Han, Wuxia Jin, Guannan Zhang, Xiaodong Zeng:
On the Opportunities of Green Computing: A Survey. CoRR abs/2311.00447 (2023) - [i4]Maolin Wang, Dun Zeng, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor Factorization. CoRR abs/2311.10341 (2023) - [i3]Maolin Wang, Yao Zhao, Jiajia Liu, Jingdong Chen, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao:
Large Multimodal Model Compression via Efficient Pruning and Distillation at AntGroup. CoRR abs/2312.05795 (2023) - 2022
- [j2]Yu Pan, Maolin Wang, Zenglin Xu:
TedNet: A Pytorch toolkit for tensor decomposition networks. Neurocomputing 469: 234-238 (2022) - [j1]Xiao Peng Li, Maolin Wang, Hing Cheung So:
An interpretable bi-branch neural network for matrix completion. Signal Process. 200: 108640 (2022) - 2021
- [i2]Yu Pan, Maolin Wang, Zenglin Xu:
TedNet: A Pytorch Toolkit for Tensor Decomposition Networks. CoRR abs/2104.05018 (2021) - 2020
- [c3]Maolin Wang, Zeyong Su, Xu Luo, Yu Pan, Shenggen Zheng, Zenglin Xu:
Concatenated Tensor Networks for Deep Multi-Task Learning. ICONIP (5) 2020: 517-525
2010 – 2019
- 2019
- [c2]Yu Pan, Jing Xu, Maolin Wang, Jinmian Ye, Fei Wang, Kun Bai, Zenglin Xu:
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition. AAAI 2019: 4683-4690 - [c1]Maolin Wang, Chenbin Zhang, Yu Pan, Jing Xu, Zenglin Xu:
Tensor Ring Restricted Boltzmann Machines. IJCNN 2019: 1-8 - 2018
- [i1]Yu Pan, Jing Xu, Maolin Wang, Jinmian Ye, Fei Wang, Kun Bai, Zenglin Xu:
Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition. CoRR abs/1811.07503 (2018)
Coauthor Index
[j3] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [i31] [i29] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [c8] [c7] [c6] [i17] [i16] [i14] [i13] [i12] [i11] [i10] [c5] [c4] [i8] [i7] [i6] [i5] [i4] [i3]
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