| 2026 | AAAI | Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making. | Heyang Ma, Qirui Mi, Qipeng Yang, Zijun Fan, Bo Li, Haifeng Zhang |
| 2026 | AAAI | Proactive Constrained Policy Optimization with Preemptive Penalty. | Ning Yang, Pengyu Wang, Guoqing Liu, Haifeng Zhang, Pin Lyu, Jun Wang |
| 2026 | ACL | Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression. | Luoyang Sun, Guangyan Li, Cheng Deng, Haifeng Zhang, Jian Zhao, Yongqiang Tang, Wensheng Zhang, Jun Wang |
| 2025 | CVPR | Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network. | Haifeng Zhang, Qinghui He, Xiuli Bi, Weisheng Li, Bo Liu, Bin Xiao |
| 2025 | ECAI | Learning Macroeconomic Policies Through Dynamic Stackelberg Mean-Field Games. | Qirui Mi, Zhiyu Zhao, Chengdong Ma, Siyu Xia, Yan Song, Mengyue Yang, Jun Wang, Haifeng Zhang |
| 2025 | ICLR | Efficient Reinforcement Learning with Large Language Model Priors. | Xue Yan, Yan Song, Xidong Feng, Mengyue Yang, Haifeng Zhang, Haitham Bou-Ammar, Jun Wang |
| 2025 | ICMI | Foundation Feature-Guided Hierarchical Fusion of EEG-Physiological for Emotion Estimation. | Haifeng Zhang, Von Ralph Dane Marquez Herbuela, Yukie Nagai |
| 2025 | IECON | Reinforcement Learning Based Adaptive LADRC for Active Magnetic Field Compensation in Magnetocardiography Systems. | Zhongxiang Jing, Haifeng Zhang, Fengwen Zhao |
| 2025 | IECON | Enhanced Active Magnetic Shielding Based on High-order Extended State Observer. | Ziyang Shi, Shiqiang Zheng, Haifeng Zhang, Yuxuan Li, Zheng Tang, Yunyang Lian |
| 2025 | VTC | NS3-Based Protocol-Level LEO Network Simulator: A Full-Stack Performance Evaluation. | Junhui Wang, Tongxin Yang, Haifeng Zhang, Honghao Ju, Yan Long |
| 2024 | AAAI | AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System. | Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen |
| 2024 | ICML | Token-level Direct Preference Optimization. | Yongcheng Zeng, Guoqing Liu, Weiyu Ma, Ning Yang, Haifeng Zhang, Jun Wang |
| 2024 | IJCAI | AI-Olympics: Exploring the Generalization of Agents through Open Competitions. | Chen Wang, Yan Song, Shuai Wu, Sa Wu, Ruizhi Zhang, Shu Lin, Haifeng Zhang |
| 2023 | ICMI | Increasing Heart Rate and Anxiety Level with Vibrotactile and Audio Presentation of Fast Heartbeat. | Ruoqi Wang, Haifeng Zhang, Shaun Alexander Macdonald, Patrizia Di Campli San Vito |
| 2022 | AAAI | Learning to Identify Top Elo Ratings: A Dueling Bandits Approach. | Xue Yan, Yali Du, Binxin Ru, Jun Wang, Haifeng Zhang, Xu Chen |
| 2022 | CIKM | Knowledge-Sensed Cognitive Diagnosis for Intelligent Education Platforms. | Haiping Ma, Manwei Li, Le Wu, Haifeng Zhang, Yunbo Cao, Xingyi Zhang, Xuemin Zhao |
| 2022 | CIKM | A Prerequisite Attention Model for Knowledge Proficiency Diagnosis of Students. | Haiping Ma, Jinwei Zhu, Shangshang Yang, Qi Liu, Haifeng Zhang, Xingyi Zhang, Yunbo Cao, Xuemin Zhao |
| 2022 | IJCAI | Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach. | Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang |
| 2022 | UIC | Remaining Useful Life Prediction of Bearing via a Double Attention-Based Deep Neural Network. | Yongkang Liu, Donghui Pan, Haifeng Zhang, Kai Zhong |
| 2021 | AAAI | Early Safety Warnings for Long-Distance Pipelines: A Distributed Optical Fiber Sensor Machine Learning Approach. | Yiyuan Yang, Yi Li, Taojia Zhang, Yan Zhou, Haifeng Zhang |
| 2021 | GLOBECOM | Joint Caching and Transmission in the Mobile Edge Network: An Multi-Agent Learning Approach. | Qirui Mi, Ning Yang, Haifeng Zhang, Haijun Zhang, Jun Wang |
| 2021 | ICASSP | Pipeline Safety Early Warning Method for Distributed Signal using Bilinear CNN and LightGBM. | Yiyuan Yang, Yi Li, Haifeng Zhang |
| 2021 | ICML | Estimating α-Rank from A Few Entries with Low Rank Matrix Completion. | Yali Du, Xue Yan, Xu Chen, Jun Wang, Haifeng Zhang |
| 2020 | AAAI | Bi-Level Actor-Critic for Multi-Agent Coordination. | Haifeng Zhang, Weizhe Chen, Zeren Huang, Minne Li, Yaodong Yang, Weinan Zhang, Jun Wang |
| 2020 | IJCAI | Improving Knowledge Tracing via Pre-training Question Embeddings. | Yunfei Liu, Yang Yang, Xianyu Chen, Jian Shen, Haifeng Zhang, Yong Yu |
| 2020 | IJCAI | Weakly Supervised Local-Global Relation Network for Facial Expression Recognition. | Haifeng Zhang, Wen Su, Jun Yu, Zengfu Wang |
| 2019 | ICASSP | Expression-identity Fusion Network for Facial Expression Recognition. | Haifeng Zhang, Wen Su, Zengfu Wang |
| 2018 | ICCE | Knowledge Tracing Within Single Programming Exercise Using Process Data. | Bo Jiang, Yun Ye, Haifeng Zhang |
| 2018 | IJCAI | Learning to Design Games: Strategic Environments in Reinforcement Learning. | Haifeng Zhang, Jun Wang, Zhiming Zhou, Weinan Zhang, Yin Wen, Yong Yu, Wenxin Li |
| 2018 | ITiCSE | Botzone: an online multi-agent competitive platform for AI education. | Haoyu Zhou, Haifeng Zhang, Yushan Zhou, Xinchao Wang, Wenxin Li |
| 2017 | CIS | An Implementation of Trojan Side-Channel with a Masking Scheme. | Wenlin Meng, Wenfeng Zhu, Chi Zhang, Junrong Liu, Zheng Guo, Dawu Gu, Wei Fan, Haifeng Zhang, Yidong Yuan |
| 2017 | WSDM | Managing Risk of Bidding in Display Advertising. | Haifeng Zhang, Weinan Zhang, Yifei Rong, Kan Ren, Wenxin Li, Jun Wang |
| 2016 | AAAI | Submodular Optimization with Routing Constraints. | Haifeng Zhang, Yevgeniy Vorobeychik |
| 2016 | CIKM | User Response Learning for Directly Optimizing Campaign Performance in Display Advertising. | Kan Ren, Weinan Zhang, Yifei Rong, Haifeng Zhang, Yong Yu, Jun Wang |
| 2016 | PDCAT | Accumulative Energy-Based Seam Carving for Image Resizing. | Yuqing Lin, Yuzhen Niu, Jiawen Lin, Haifeng Zhang |
| 2015 | IJCAI | Space-Consistent Game Equivalence Detection in General Game Playing. | Haifeng Zhang, Dangyi Liu, Wenxin Li |
| 2013 | AIED | Digital Games and Science Learning: Design Principles and Processes to Augment Commercial Game Design Conventions. | Douglas B. Clark, Stephen S. Killingsworth, Mario Martinez-Garza, Grant Van Eaton, Gautam Biswas, John S. Kinnebrew, Pratim Sengupta, Kara Krinks, Deanne Adams, Haifeng Zhang, James Hughes |
| 2012 | CIS | Research on the First Class M Subsequence. | Yingni Duan, Haifeng Zhang, Hong Lv, Junchu Fang |
| 2012 | CIS | Real-Time Auto-Focus System Design Based on Climbing Algorithm and its FPGA Implementation. | Haifeng Zhang, Zhaohui Zhang, Hongtao Yang, Li Wu, Linao Tang, Qing Zhu, Sen Dong, Maoyuan Qin, Yangjie Lei |
| 2011 | CIS | A New Algorithm for Auto-Exposure Based on the Analogy Histogram. | Haifeng Zhang, Jianzhong Cao, Linao Tang, Huawei Wang |
| 2004 | IGARSS | Femtosecond laser propagation through aerosol clouds for improved communications and remote sensing applications. | Dennis R. Alexander, David Doerr, Jianchao Li, Haifeng Zhang |