Understanding the distillation process from deep generative models to tractable probabilistic circuits X Liu, A Liu, G Van den Broeck, Y Liang International Conference on Machine Learning, 21825-21838, 2023 | 12 | 2023 |
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Z Wang, S Cai, Z Mu, H Lin, C Zhang, X Liu, Q Li, A Liu, X Ma, Y Liang arXiv preprint arXiv:2407.00114, 2024 | 1 | 2024 |
Tractable Transformers for Flexible Conditional Generation A Liu, X Liu, D Zhao, M Niepert, Y Liang, GV Broeck arXiv preprint arXiv:2502.07616, 2025 | | 2025 |
A Tractable Inference Perspective of Offline RL X Liu, A Liu, G Van den Broeck, Y Liang Advances in Neural Information Processing Systems 37, 70953-70980, 2025 | | 2025 |