| 2025 | WWW | From Literature to Lab: Hardware-Independent Autonomous Chemical Synthesis with Reinforcement Learning. | Junfeng Wu, Jing He, Hai Liu, Zhaoqi Zheng, Yichen Cao, Xingguo Chen, Bingjie Zou, Ruiping Zou, Guohua Zhou, David Sturgess, Andr Van Zundert |
| 2024 | ADMA | Graph Contrastive Learning for Multi-behavior Recommendation. | Haiying Li, Huihui Wang, Shunmei Meng, Xingguo Chen |
| 2023 | ECAI | Enhancing OOD Generalization in Offline Reinforcement Learning with Energy-Based Policy Optimization. | Hongye Cao, Shangdong Yang, Jing Huo, Xingguo Chen, Yang Gao |
| 2023 | ECAI | Model-Based Offline Policy Optimization with Adversarial Network. | Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang |
| 2023 | UAI | Modified Retrace for Off-Policy Temporal Difference Learning. | Xingguo Chen, Xingzhou Ma, Yang Li, Guang Yang, Shangdong Yang, Yang Gao |
| 2021 | ICTAI | DHQN: a Stable Approach to Remove Target Network from Deep Q-learning Network. | Guang Yang, Yang Li, Di'an Fei, Tian Huang, Qingyun Li, Xingguo Chen |
| 2020 | AAAI | Multi-Agent Game Abstraction via Graph Attention Neural Network. | Yong Liu, Weixun Wang, Yujing Hu, Jianye Hao, Xingguo Chen, Yang Gao |
| 2019 | ICTAI | Accelerating Nash Q-Learning with Graphical Game Representation and Equilibrium Solving. | Yunkai Zhuang, Xingguo Chen, Yang Gao, Yujing Hu |
| 2018 | APWEB | Haze Forecasting via Deep LSTM. | Fan Feng, Jikai Wu, Wei Sun, Yushuang Wu, Huakang Li, Xingguo Chen |
| 2018 | GECCO | Anomaly detection for drinking water quality via deep biLSTM ensemble. | Xingguo Chen, Fan Feng, Jikai Wu, Wenyu Liu |
| 2018 | PRICAI | Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach. | Lei Chen, Jianyu Pu, Ziwen Yang, Xingguo Chen |
| 2017 | IDEAL | Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification. | Huihui Wang, Yinghuan Shi, Xingguo Chen, Yang Gao |
| 2017 | IDEAL | The Theory of Modified Rings Game. | Yushuang Wu, Yuhao Lin, Xiaoyu Chen, Xingguo Chen |
| 2016 | AAAI | Efficient Average Reward Reinforcement Learning Using Constant Shifting Values. | Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen |
| 2009 | GECCO | Apply ant colony optimization to Tetris. | Xingguo Chen, Hao Wang, Weiwei Wang, Yinghuan Shi, Yang Gao |