| 2025 | ACL | The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning. | Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue, Huimin Chen, Zhiyuan Liu, Maosong Sun |
| 2025 | ADMA | High-Order Anchor Graph-Based Clustering for Efficient Structured Proximity Matrix Learning. | Zihua Zhao, Yuyu Jia, Huimin Chen, Fangyuan Xie, Ziming Li, Rong Wang |
| 2025 | EMNLP | PersLLM: A Personified Training Approach for Large Language Models. | Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun |
| 2025 | ICLR | Advancing LLM Reasoning Generalists with Preference Trees. | Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun |
| 2025 | NAACL | MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG. | Pingyu Wu, Daiheng Gao, Jin Tang, Huimin Chen, Wenbo Zhou, Weiming Zhang, Nenghai Yu |
| 2024 | COLING | TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences. | Huimin Chen, Chengyu Wang, Yanhao Wang, Cen Chen, Yinggui Wang |
| 2024 | EMNLP | Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs. | Cheng Gao, Chaojun Xiao, Zhenghao Liu, Huimin Chen, Zhiyuan Liu, Maosong Sun |
| 2024 | EMNLP | Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment. | Yiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding, Zexu Sun, Bowen Sun, Huimin Chen, Ruobing Xie, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| 2024 | IJCNN | Collaborative Graph Neural Networks with Contrastive Learning for Sequential Recommendation. | Bo Tao, Huimin Chen, Huazheng Pan, Yanhao Wang, Zhiyun Chen |
| 2023 | WCNC | Communication Efficient Federated Learning via Channel-wise Dynamic Pruning. | Bo Tao, Cen Chen, Huimin Chen |
| 2021 | AAAI | Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework. | Huimin Chen, Yankai Lin, Fanchao Qi, Jinyi Hu, Peng Li, Jie Zhou, Maosong Sun |
| 2021 | ICRA | Elevation control of a soft jumping robot. | Huimin Chen, Jiaming Liang, Zicong Miao, Guo Zhou, Ying Liu, Min Zhang |
| 2021 | ICWS | Quantum Token for Network Authentication. | Huimin Chen, Hengyue Jia, Xia Wu, Xiuli Wang, Maoning Wang |
| 2021 | IWCMC | Communication-Efficient Federated Learning for Connected Vehicles with Constrained Resources. | Shuaiqi Shen, Chong Yu, Kuan Zhang, Xi Chen, Huimin Chen, Song Ci |
| 2019 | ACL | Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System. | Zhipeng Guo, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Jiannan Liang, Huimin Chen, Yuhui Zhang, Ruoyu Li |
| 2019 | IJCAI | Sentiment-Controllable Chinese Poetry Generation. | Huimin Chen, Xiaoyuan Yi, Maosong Sun, Wenhao Li, Cheng Yang, Zhipeng Guo |
| 2019 | IJCAI | Enhancing Stock Movement Prediction with Adversarial Training. | Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua |
| 2018 | FUSION | Distributed Flooding-then-Clustering: A Lazy Networking Approach for Distributed Multiple Target Tracking. | Tiancheng Li, Juan M. Corchado, Huimin Chen |
| 2017 | FUSION | Track a smoothly maneuvering target based on trajectory estimation. | Tiancheng Li, Juan M. Corchado, Huimin Chen, Javier Bajo |
| 2016 | EMNLP | Neural Sentiment Classification with User and Product Attention. | Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu |
| 2016 | FUSION | Emitter detection system design with range dependent observations. | Huimin Chen, Shudong Zhang |
| 2015 | FUSION | On threshold optimization for aircraft conflict detection. | Huimin Chen, Vesselin P. Jilkov, X. Rong Li |
| 2014 | FUSION | Optimizing decision fusion in the presence of Byzantine data. | Huimin Chen, Vesselin P. Jilkov, X. Rong Li |
| 2013 | ACSSC | Generalized linear minimum mean-square error estimation with application to space-object tracking. | Yu Liu, X. Rong Li, Huimin Chen |
| 2013 | FUSION | On optimizing decision fusion with a budget constraint. | Huimin Chen, Vesselin P. Jilkov, X. Rong Li |
| 2013 | FUSION | Performance comparison of GPU-accelerated particle flow and particle filters. | Vesselin P. Jilkov, Jiande Wu, Huimin Chen |
| 2012 | FUSION | Adaptive cubature Kalman filter for nonlinear state and parameter estimation. | Huimin Chen |
| 2011 | FUSION | Distributed active learning with application to battery health management. | Huimin Chen, X. Rong Li |
| 2010 | FUSION | Joint identification and tracking of multiple CBRNE clouds based on sparsity pursuit. | Huimin Chen, X. Rong Li |
| 2009 | FUSION | Information theoretic measures for performance evaluation and comparison. | Huimin Chen, Genshe Chen, Erik Philip Blasch, Philip Douville, Khanh D. Pham |
| 2009 | FUSION | A new performance metric for search and track missions. | X. Rong Li, Ryan R. Pitre, Vesselin P. Jilkov, Huimin Chen |
| 2008 | CIS | Research of Multi-Resource and Multi-Objective Emergency Scheduling Based on Fuzzy Ideal Point Method. | Feihu Hu, Zefei Geng, Huimin Chen, Linyan Sun |
| 2008 | FUSION | Source parameter estimation of atmospheric pollution using regularized least squares. | Huimin Chen, X. Rong Li |
| 2008 | FUSION | Game theoretic multiple mobile sensor management under adversarial environments. | Mo Wei, Genshe Chen, Erik Blasch, Huimin Chen, Jose B. Cruz Jr. |
| 2007 | FUSION | Track association and fusion with heterogeneous local trackers. | Yaakov Bar-Shalom, Huimin Chen |
| 2007 | FUSION | On track fusion with communication constraints. | Huimin Chen, X. Rong Li |
| 2007 | ISCAS | Fast Basis Selection and Instantaneous Frequency Tracking for Audio Signal Analysis and Synthesis. | Huimin Chen, Dimitrios Charalampidis |
| 2007 | MMSP | Integrated Feature Selection and Clustering from Multiple Views for a Taxonomic Problem. | Huimin Chen, Henry L. Bart Jr., Shuqing Huang |
| 2007 | TridentCom | A Surveillance Testbed with Networked Sensors for Integrated Target Inference. | Ming Yang, Huimin Chen, Sowmya Bandarupalli, X. Rong Li |
| 2006 | AINA | A New Multi-channel MAC Protocol with Power Control for Ad hoc Networks. | Huimin Chen, Min Jia, Xihao Chen, Yuhua Yuan |
| 2006 | FUSION | Track Fusion with Legacy Track Sources. | Huimin Chen, Yaakov Bar-Shalom |
| 2006 | FUSION | Feature Association for Object Tracking. | Vesselin P. Jilkov, Huimin Chen, X. Rong Li, Trang Nguyen |
| 2006 | FUSION | Comparison of Sensor Selection Methods for Markov Localization. | Weihong Zhang, Huimin Chen |
| 2006 | INFOCOM | Predicting Internet End-to-End Delay: A Multiple-Model Approach. | Ming Yang, Jifeng Ru, X. Rong Li, Huimin Chen, Anwer Bashi |
| 2006 | MMSP | Taxonomy in Fish Species Complexes: A Role for Multimedia Information. | Huimin Chen, Shuqing Huang, Henry L. Bart Jr. |
| 2005 | ICDM | A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes. | Yixin Chen, Henry L. Bart Jr., Shuqing Huang, Huimin Chen |
| 2005 | INFOCOM | Predicting Internet end-to-end delay: a multiple-model approach. | Ming Yang, Jifeng Ru, X. Rong Li, Huimin Chen, Anwer Bashi |
| 2003 | CVPR | General Data Association with Possibly Unresolved Measurements Using Linear Programming. | Huimin Chen, Krishna R. Pattipati, Thiagalingam Kirubarajan, Yaakov Bar-Shalom |