| 2025 | ICASSP | Low-rank Adaptation Method for Respiratory Sound Classification: A necessary road towards Large Models. | Gaoyang Dong, Yufei Shen, Jianhong Wang, Shunwang Xie, Minghui Zhang, Ping Sun |
| 2024 | AAAI | E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning. | Wangkun Xu, Jianhong Wang, Fei Teng |
| 2024 | ICAPS | Improving the Efficiency and Efficacy of Multi-Agent Reinforcement Learning on Complex Railway Networks with a Local-Critic Approach. | Yuan Zhang, Umashankar Deekshith, Jianhong Wang, Joschka Boedecker |
| 2024 | ICML | Open Ad Hoc Teamwork with Cooperative Game Theory. | Jianhong Wang, Yang Li, Yuan Zhang, Wei Pan, Samuel Kaski |
| 2023 | AAAI | Learning to Shape Rewards Using a Game of Two Partners. | David Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Wenbin Song, Feifei Tong, Matthew E. Taylor, Tianpei Yang, Zipeng Dai, Hui Chen, Jiangcheng Zhu, Kun Shao, Jun Wang, Yaodong Yang |
| 2023 | CoRL | Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization. | Yuan Zhang, Jianhong Wang, Joschka Boedecker |
| 2023 | ICML | MANSA: Learning Fast and Slow in Multi-Agent Systems. | David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang |
| 2023 | QRS | Uncertainty-aware Metamorphic Testing for Robust Object Detection Models. | Jianhong Wang, Yuta Ishimoto, Masanari Kondo, Yasutaka Kamei, Naoyasu Ubayashi |
| 2022 | ICLR | LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. | David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang |
| 2022 | ICML | Learning to Estimate and Refine Fluid Motion with Physical Dynamics. | Mingrui Zhang, Jianhong Wang, James B. Tlhomole, Matthew D. Piggott |
| 2021 | ICLR | Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System. | Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu |
| 2021 | IJCAI | Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market. | Dawei Qiu, Jianhong Wang, Junkai Wang, Goran Strbac |
| 2020 | AAAI | Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games. | Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu |
| 2010 | ICNC | The application of artificial neural network on forecast of meiyu rainfall at lower Yangtze River Valley. | Jianhong Wang, Zuocheng Yin, Chunshengng Miao, Wenxiu Wei, Yu Zhao, Yunrong Wu |