| 2025 | AISTATS | Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics Data. | Chengrui Qu, Laixi Shi, Kishan Panaganti, Pengcheng You, Adam Wierman |
| 2025 | ICLR | Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning. | Shangding Gu, Laixi Shi, Muning Wen, Ming Jin, Eric Mazumdar, Yuejie Chi, Adam Wierman, Costas J. Spanos |
| 2025 | ICLR | Tractable Multi-Agent Reinforcement Learning through Behavioral Economics. | Eric Mazumdar, Kishan Panaganti, Laixi Shi |
| 2025 | ICML | Overcoming the Curse of Dimensionality in Reinforcement Learning Through Approximate Factorization. | Chenbei Lu, Laixi Shi, Zaiwei Chen, Chenye Wu, Adam Wierman |
| 2025 | ICML | Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning. | Laixi Shi, Jingchu Gai, Eric Mazumdar, Yuejie Chi, Adam Wierman |
| 2024 | GLOBECOM | Scalable Dynamic Resource Allocation via Domain Randomized Reinforcement Learning. | Yiqi Wang, Laixi Shi, Martin Hyungwoo Lee, Jaroslaw Sydir, Zhu Zhou, Yuejie Chi, Bin Li |
| 2024 | ICML | Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty. | Laixi Shi, Eric Mazumdar, Yuejie Chi, Adam Wierman |
| 2024 | ICML | Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices. | Jiin Woo, Laixi Shi, Gauri Joshi, Yuejie Chi |
| 2023 | UAI | A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning. | Yiqi Wang, Mengdi Xu, Laixi Shi, Yuejie Chi |
| 2022 | ICML | Pessimistic Q-Learning for Offline Reinforcement Learning: Towards Optimal Sample Complexity. | Laixi Shi, Gen Li, Yuting Wei, Yuxin Chen, Yuejie Chi |
| 2021 | ICASSP | Fusion-Based Digital Image Correlation Framework for Strain Measurement. | Laixi Shi, Dehong Liu, Masaki Umeda, Norihiko Hana |
| 2021 | ICIP | Robust Camera Pose Estimation For Image Stitching. | Laixi Shi, Dehong Liu, Jay Thornton |
| 2020 | ICASSP | Manifold Gradient Descent Solves Multi-Channel Sparse Blind Deconvolution Provably and Efficiently. | Laixi Shi, Yuejie Chi |
| 2019 | SENSYS | Device-free Multiple People Localization through Floor Vibration. | Laixi Shi, Mostafa Mirshekari, Jonathon Fagert, Yuejie Chi, Hae Young Noh, Pei Zhang, Shijia Pan |