| 2026 | AAAI | Multi-agent In-context Coordination via Decentralized Memory Retrieval. | Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye |
| 2026 | GECCO | Hot off the Press: Sequential Multi-Agent Dynamic Algorithm Configuration. | Chen Lu, Ke Xue, Lei Yuan, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2025 | AAAI | SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks. | Yongyan Wen, Siyuan Li, Rongchang Zuo, Lei Yuan, Hangyu Mao, Peng Liu |
| 2025 | CogSci | How the Systematicity of Relational Language Affects the Learning of a Compositional System via Changing Attention. | Lucile Vleugels, Lei Yuan |
| 2025 | EMNLP | Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training. | Huaming Du, Lei Yuan, Cancan Feng, Guisong Liu, Gang Kou, Carl Yang |
| 2025 | ICLR | Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching. | Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu |
| 2025 | ICLR | Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation. | Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu, Bo An |
| 2025 | ICML | LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination. | Lihe Li, Lei Yuan, Pengsen Liu, Tao Jiang, Yang Yu |
| 2025 | ICML | Learning to Reuse Policies in State Evolvable Environments. | Ziqian Zhang, Bohan Yang, Lihe Li, Yuqi Bian, Ruiqi Xue, Feng Chen, Yi-Chen Li, Lei Yuan, Yang Yu |
| 2025 | KDD | HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback. | Xufeng Cai, Ziwei Guan, Lei Yuan, Ali Selman Aydin, Tengyu Xu, Boying Liu, Wenbo Ren, Renkai Xiang, Songyi He, Haichuan Yang, Serena Li, Mingze Gao, Yue Weng, Ji Liu |
| 2024 | CogSci | Finding Structure in Real Time: An Eye Tracking Study on the Statistical Learning of Multiple Linguistic Structures Simultaneously. | Lucile Vleugels, Lei Yuan |
| 2024 | ICLR | Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning. | Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu |
| 2024 | ICML | Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. | Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu |
| 2024 | IJCAI | Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. | Lihe Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, Lei Yuan |
| 2023 | AAAI | Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. | Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu |
| 2023 | AINA | A Novel Clustering Model TEC for Station Classification. | Lei Yuan, Lijuan Liu, Shunzhi Zhu, Long Chen |
| 2023 | ICLR | Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data. | Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang |
| 2023 | KDD | Internal Logical Induction for Pixel-Symbolic Reinforcement Learning. | Jiacheng Xu, Chao Chen, Fuxiang Zhang, Lei Yuan, Zongzhang Zhang, Yang Yu |
| 2023 | UAI | Fast Teammate Adaptation in the Presence of Sudden Policy Change. | Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu |
| 2022 | AAAI | Multi-Agent Incentive Communication via Decentralized Teammate Modeling. | Lei Yuan, Jianhao Wang, Fuxiang Zhang, Chenghe Wang, Zongzhang Zhang, Yang Yu, Chongjie Zhang |
| 2022 | ACL | A Neural Network Architecture for Program Understanding Inspired by Human Behaviors. | Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai |
| 2022 | IJCAI | Efficient Multi-Agent Communication via Shapley Message Value. | Di Xue, Lei Yuan, Zongzhang Zhang, Yang Yu |
| 2022 | IJCAI | Multi-Agent Concentrative Coordination with Decentralized Task Representation. | Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu |
| 2022 | KDD | Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. | Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu |
| 2021 | ICLR | Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments. | Daochen Zha, Wenye Ma, Lei Yuan, Xia Hu, Ji Liu |
| 2021 | IJCNN | Sequential and Dynamic constraint Contrastive Learning for Reinforcement Learning. | Weijie Shen, Lei Yuan, Junfu Huang, Songyi Gao, Yuyang Huang, Yang Yu |
| 2021 | MICCAI | LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of Infiltrates for COVID-19 Prognosis. | Amogh Hiremath, Lei Yuan, Rakesh Shiradkar, Kaustav Bera, Vidya Sankar Viswanathan, Pranjal Vaidya, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi |
| 2017 | CogSci | Seeing Is Not Enough for Sustained Visual Attention. | Lei Yuan, Tian (Linger) Xu, Chen Yu, Linda B. Smith |
| 2017 | VTC | Design of Raptor Codes for Small Message Length. | Lei Yuan, Jie Pan |
| 2016 | IAS | Sample-Data Control of Optimal Tracking for a Class of Non-linear Systems via Discrete-Time State Dependent Riccati Equation. | Fan Yang, Guoliang Zhang, Zhenan Pang, Lei Yuan |
| 2016 | ICASSP | Performance analysis of EWF codes with intermediate feedback. | Lei Yuan, Huaan Li, Yi Wan |
| 2016 | ICWS | Inferring Service Recommendation from Natural Language API Descriptions. | Wei Xiong, Zhao Wu, Bing Li, Qiong Gu, Lei Yuan, Bo Hang |
| 2016 | VTC | Finite Length Design of Precoded EWF Codes. | Lei Yuan, Huaan Li, Yi Wan |
| 2015 | VTC | Improved Design Criteria for Duplicate LT Codes. | Huaan Li, Lei Yuan, Yi Wan |
| 2013 | ICML | Guaranteed Sparse Recovery under Linear Transformation. | Ji Liu, Lei Yuan, Jieping Ye |
| 2013 | ISADS | Error correction method for train speed measurement using Doppler radar in train control system. | Lei Yuan, Weihui Zhao, Chenling Li, Datian Zhou |
| 2013 | IECON | State-space averaging model of wind turbine with PMSG and its virtual inertia control. | Qiaoming Shi, Gang Wang, Lijun Fu, Lei Yuan, He Huang |
| 2013 | KDD | Multi-source learning with block-wise missing data for Alzheimer's disease prediction. | Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye |
| 2013 | KDD | FeaFiner: biomarker identification from medical data through feature generalization and selection. | Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye |
| 2012 | CSCWD | Cloud and SNS supported collaboration in AEC industry. | Yi Jiao, Yinghui Wang, Lei Yuan, Lin Li |
| 2012 | IGARSS | A SPA-based K-means clustering algorithm for the remote sensing information extraction. | Xiangjia Xie, Junsan Zhao, Hongbo Li, Wanqiang Zhang, Lei Yuan |
| 2012 | ICSOC | Automate Back Office Activity Monitoring to Drive Operational Excellence. | Miao He, Tao Qin, Sai Zeng, Changrui Ren, Lei Yuan |
| 2012 | KDD | Feature grouping and selection over an undirected graph. | Sen Yang, Lei Yuan, Ying-Cheng Lai, Xiaotong Shen, Peter Wonka, Jieping Ye |
| 2012 | KDD | Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data. | Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye |
| 2011 | CogSci | Can comparison facilitate preschoolers' understanding of maps? | Lei Yuan, Megan Sauter, David H. Uttal |
| 2011 | ISADS | Modelling and Verification of the System Requirement Specification of Train Control System Using SDL. | Lei Yuan, Tao Tang, Kaicheng Li |
| 2011 | KDD | A multi-task learning formulation for predicting disease progression. | Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye |
| 2010 | IWCMC | Fountain codes based partial cooperation in cooperative communications. | Jing (Jonas) Yang, Jianping An, Xiangming Li, Lei Yuan, Nan (Jonas) Yang |
| 2010 | IWCMC | Asymptotic analysis of UEP fountain codes over BIAWGN channels. | Lei Yuan, Jianping An, Xiangming Li, Jing (Jonas) Yang |
| 2010 | KDD | An efficient algorithm for a class of fused lasso problems. | Jun Liu, Lei Yuan, Jieping Ye |
| 2009 | KDD | Drosophila gene expression pattern annotation using sparse features and term-term interactions. | Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye |
| 2008 | ICTAI | Recognition of Neonatal Facial Expressions of Acute Pain Using Boosted Gabor Features. | Lei Yuan, Forrest Sheng Bao, Guanming Lu |
| 2007 | ICTAI | A Novel Model of Working Set Selection for SMO Decomposition Methods. | Zhendong Zhao, Lei Yuan, Yuxuan Wang, Forrest Sheng Bao, Shun-Yi Zhang, Yan-Fei Sun |