| 2026 | AAAI | DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing. | Ming Wang, Minghao Hu, Xiuli Kang, Li He, Yu Tian, Chunming Liu, Han Shi, Zhunchen Luo, Wei Luo, Guotong Geng |
| 2026 | ACL | From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-Experts. | Peixuan Hou, Yunbo Hou, Bin Chen, Li He, Jian Xu, Weiping Li, Bo Zheng, Guojie Song |
| 2025 | ICDAR | Entity-Dependency Memory-Enhanced Document-Level Relation Extraction. | Li He, Hu Li, Jianyong Duan, Jie Liu, Hao Wang, Qing Zhang |
| 2025 | IROS | Robust Reinforcement Learning based on Momentum Adversarial Training. | Li He, Hanchen Liu, Junru Sheng, Lihua Zhang, Zhiyan Dong |
| 2024 | CIKM | Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Sample Selection. | Zhikai Wang, Yanyan Shen, Zexi Zhang, Li He, Yichun Li, Hao Gu, Yinghua Zhang |
| 2024 | CVPR | GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes. | Haozhe Lin, Chunyu Wei, Li He, Yuchen Guo, Yunqi Zhao, Shanglong Li, Lu Fang |
| 2024 | ECCV | PISR: Polarimetric Neural Implicit Surface Reconstruction for Textureless and Specular Objects. | Guangcheng Chen, Yicheng He, Li He, Hong Zhang |
| 2024 | ICIP | Factorized Embedding Graph Matching Network For Learning Lawler's Quadratic Assignment Problem. | Yirui Yang, Xubin Lin, Li He, Yisheng Guan, Hong Zhang |
| 2024 | IROS | SWCF-Net: Similarity-weighted Convolution and Local-global Fusion for Efficient Large-scale Point Cloud Semantic Segmentation. | Zhenchao Lin, Li He, Hongqiang Yang, Xiaoqun Sun, Guojin Zhang, Weinan Chen, Yisheng Guan, Hong Zhang |
| 2024 | ICRA | LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking. | Qingmao Wei, Bi Zeng, Jianqi Liu, Li He, Guotian Zeng |
| 2023 | ACL | AMR-TST: Abstract Meaning Representation-based Text Style Transfer. | Kaize Shi, Xueyao Sun, Li He, Dingxian Wang, Qing Li, Guandong Xu |
| 2023 | CoRL | CLUE: Calibrated Latent Guidance for Offline Reinforcement Learning. | Jinxin Liu, Lipeng Zu, Li He, Donglin Wang |
| 2023 | ECAI | OER: Offline Experience Replay for Continual Offline Reinforcement Learning. | Sibo Gai, Donglin Wang, Li He |
| 2023 | IC3K | Mechanical Fault Prediction Based on Event Knowledge Graph. | Li He, Liang Zhang, Wei Yan |
| 2023 | ICML | Beyond Reward: Offline Preference-guided Policy Optimization. | Yachen Kang, Diyuan Shi, Jinxin Liu, Li He, Donglin Wang |
| 2023 | ICML | Exploring Model Dynamics for Accumulative Poisoning Discovery. | Jianing Zhu, Xiawei Guo, Jiangchao Yao, Chao Du, Li He, Shuo Yuan, Tongliang Liu, Liang Wang, Bo Han |
| 2023 | ICONIP | Zero-Shot Relation Triplet Extraction via Retrieval-Augmented Synthetic Data Generation. | Qing Zhang, Yuechen Yang, Hayilang Zhang, Zhengxin Gao, Hao Wang, Jianyong Duan, Li He, Jie Liu |
| 2023 | ICRA | Combining Scene Coordinate Regression and Absolute Pose Regression for Visual Relocalization. | Jiahao Ruan, Li He, Yisheng Guan, Hong Zhang |
| 2023 | ICRA | Robot Person Following Under Partial Occlusion. | Hanjing Ye, Jieting Zhao, Yaling Pan, Weinan Chen, Li He, Hong Zhang |
| 2023 | KDD | Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning. | Haozhe Wang, Chao Du, Panyan Fang, Li He, Liang Wang, Bo Zheng |
| 2023 | WSDM | Simplifying Graph-based Collaborative Filtering for Recommendation. | Li He, Xianzhi Wang, Dingxian Wang, Haoyuan Zou, Hongzhi Yin, Guandong Xu |
| 2022 | ECCV | Perspective Phase Angle Model for Polarimetric 3D Reconstruction. | Guangcheng Chen, Li He, Yisheng Guan, Hong Zhang |
| 2022 | IROS | NDD: A 3D Point Cloud Descriptor Based on Normal Distribution for Loop Closure Detection. | Ruihao Zhou, Li He, Hong Zhang, Xubin Lin, Yisheng Guan |
| 2022 | KDD | EXTR: Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search. | Chi Chen, Hui Chen, Kangzhi Zhao, Junsheng Zhou, Li He, Hongbo Deng, Jian Xu, Bo Zheng, Yong Zhang, Chunxiao Xing |
| 2021 | CIKM | Click-Through Rate Prediction with Multi-Modal Hypergraphs. | Li He, Hongxu Chen, Dingxian Wang, Shoaib Jameel, Philip S. Yu, Guandong Xu |
| 2021 | CIKM | TagPick: A System for Bridging Micro-Video Hashtags and E-commerce Categories. | Li He, Dingxian Wang, Hanzhang Wang, Hongxu Chen, Guandong Xu |
| 2021 | ICRA | Robust Improvement in 3D Object Landmark Inference for Semantic Mapping. | Xubin Lin, Yirui Yang, Li He, Weinan Chen, Yisheng Guan, Hong Zhang |
| 2021 | IDEAL | T Line and C Line Detection and Ratio Reading of the Ovulation Test Strip Based on Deep Learning. | Libing Wang, Li He, Junyu Li, Deane Zeng, Yimin Wen |
| 2021 | WSDM | Unbiased Learning to Rank in Feeds Recommendation. | Xinwei Wu, Hechang Chen, Jiashu Zhao, Li He, Dawei Yin, Yi Chang |
| 2020 | ICRA | Keypoint Description by Descriptor Fusion Using Autoencoders. | Zhuang Dai, Xinghong Huang, Weinan Chen, Chuangbing Chen, Li He, Shuhuan Wen, Hong Zhang |
| 2019 | CIKM | Autor3: | Yusi Zhang, Zhi Yang, Liang Wang, Li He |
| 2019 | ICRA | A Comparison of CNN-Based and Hand-Crafted Keypoint Descriptors. | Zhuang Dai, Xinghong Huang, Weinan Chen, Li He, Hong Zhang |
| 2019 | ICRA | Improving Keypoint Matching Using a Landmark-Based Image Representation. | Xinghong Huang, Zhuang Dai, Weinan Chen, Li He, Hong Zhang |
| 2019 | KDD | Off-policy Learning for Multiple Loggers. | Li He, Long Xia, Wei Zeng, Zhi-Ming Ma, Yihong Zhao, Dawei Yin |
| 2018 | IJCAI | Differential Equations for Modeling Asynchronous Algorithms. | Li He, Qi Meng, Wei Chen, Zhiming Ma, Tie-Yan Liu |
| 2017 | IECON | Rapid automatic detection method for road identification on the highways. | Xiaolong Liu, Li He, Yi Quan, Ze Chen, Lei Wang |
| 2016 | ICIP | Underwater image descattering and quality assessment. | Huimin Lu, Yujie Li, Xing Xu, Li He, Yun Li, Donald G. Dansereau, Seiichi Serikawa |
| 2016 | IROS | M2DP: A novel 3D point cloud descriptor and its application in loop closure detection. | Li He, Xiaolong Wang, Hong Zhang |
| 2014 | IECON | Risk assessment of short-term hydropower scheduling under price uncertainty considering correlation between adjacent intervals. | Li He, Yi Quan, Ming He |
| 2014 | SENSYS | MoodMagician: a pervasive and unobtrusive emotion sensing system using mobile phones for improving human mental health. | Shuangjiang Li, Rui Guo, Li He, Wei Gao, Hairong Qi, Gina Owens |
| 2013 | CHI | Couple collaboration: a design research exploration. | Li He |
| 2013 | CHI | Personal informatics and reflection: a critical examination of the nature of reflection. | Afarin Pirzadeh, Li He, Erik Stolterman |
| 2013 | CVPR | Beta Process Joint Dictionary Learning for Coupled Feature Spaces with Application to Single Image Super-Resolution. | Li He, Hairong Qi, Russell Zaretzki |
| 2012 | GLOBECOM | Automated healing approach in cloud base-station with high load using RRUs cooperation. | Li He, Xin Su, Jie Zeng, Xibin Xu, Yujun Kuang |
| 2012 | INFOCOM | Data perturbation with state-dependent noise for participatory sensing. | Fan Zhang, Li He, Wenbo He, Xue Liu |
| 2010 | ICIP | Real-time distributed tracking with non-overlapping cameras. | Youlu Wang, Li He, Senem Velipasalar |
| 2010 | ICNC | Neoteny learning rule of ART2 network and its function. | Zhong Chen, Mei Wang, Li He |
| 2008 | ATC | Web Search Results Clustering Based on a Novel Suffix Tree Structure. | Junze Wang, Yijun Mo, Benxiong Huang, Jie Wen, Li He |
| 2008 | ICPR | An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks. | Li He, Jos Miguel Buenaposada, Luis Baumela |
| 2008 | NPC | Anomaly Detection Based on Available Bandwidth Estimation. | Li He, Shunzheng Yu, Min Li |
| 2008 | NPC | Detecting Network-Wide Traffic Anomalies Based on Spatial HMM. | Min Li, Shunzheng Yu, Li He |
| 2007 | EPIA | System Stability Via Stepping Optimal Control: Theory and Applications. | Binhua Tang, Li He, Sushing Chen, Bairong Shen |
| 2006 | ICNC | Ensemble-Based Discriminant Manifold Learning for Face Recognition. | Junping Zhang, Li He, Zhi-Hua Zhou |