| 2025 | ICML | The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability. | Jiachen Hu, Rui Ai, Han Zhong, Xiaoyu Chen, Liwei Wang, Zhaoran Wang, Zhuoran Yang |
| 2024 | FC | ZeroSwap: Data-Driven Optimal Market Making in Decentralized Finance. | Viraj Nadkarni, Jiachen Hu, Ranvir Rana, Chi Jin, Sanjeev Kulkarni, Pramod Viswanath |
| 2024 | ICML | Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret. | Han Zhong, Jiachen Hu, Yecheng Xue, Tongyang Li, Liwei Wang |
| 2023 | ICLR | Provable Sim-to-real Transfer in Continuous Domain with Partial Observations. | Jiachen Hu, Han Zhong, Chi Jin, Liwei Wang |
| 2022 | ICLR | Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver. | Xiaoyu Chen, Jiachen Hu, Lin Yang, Liwei Wang |
| 2022 | ICLR | Understanding Domain Randomization for Sim-to-real Transfer. | Xiaoyu Chen, Jiachen Hu, Chi Jin, Lihong Li, Liwei Wang |
| 2021 | ICLR | Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL. | Xiaoyu Chen, Jiachen Hu, Lihong Li, Liwei Wang |
| 2021 | ICML | Near-Optimal Representation Learning for Linear Bandits and Linear RL. | Jiachen Hu, Xiaoyu Chen, Chi Jin, Lihong Li, Liwei Wang |
| 2020 | ICLR | Distributed Bandit Learning: Near-Optimal Regret with Efficient Communication. | Yuanhao Wang, Jiachen Hu, Xiaoyu Chen, Liwei Wang |
| 2020 | ICONIP | Generative Adversarial Network Using Multi-modal Guidance for Ultrasound Images Inpainting. | Ruiguo Yu, Jiachen Hu, Xi Wei, Mei Yu, Jialin Zhu, Jie Gao, Zhiqiang Liu, Xuewei Li |