Out-of-Dynamics Imitation Learning from Multimodal Demonstrations. - Yiwen Qiu; Jialong Wu 001; Zhangjie Cao; Mingsheng Long (CoRL, 2022)

Flowformer: Linearizing Transformers with Conservation Flows. - Haixu Wu; Jialong Wu 001; Jiehui Xu; Jianmin Wang 001; Mingsheng Long (ICML, 2022)

Supported Policy Optimization for Offline Reinforcement Learning. - Jialong Wu 001; Haixu Wu; Zihan Qiu; Jianmin Wang 001; Mingsheng Long (NeurIPS, 2022)

CLIPood: Generalizing CLIP to Out-of-Distributions. - Yang Shu 001; Xingzhuo Guo; Jialong Wu 001; Ximei Wang; Jianmin Wang 001; Mingsheng Long (ICML, 2023)

Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning. - Jialong Wu 001; Haoyu Ma; Chaoyi Deng; Mingsheng Long (NeurIPS, 2023)

Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning. - Haoyu Ma; Jialong Wu 001; Ningya Feng; Jianmin Wang 001; Mingsheng Long (CoRR, 2023)

HarmonyDream: Task Harmonization Inside World Models. - Haoyu Ma; Jialong Wu 001; Ningya Feng; Chenjun Xiao; Dong Li 016; Jianye Hao; Jianmin Wang 001; Mingsheng Long (ICML, 2024)

iVideoGPT: Interactive VideoGPTs are Scalable World Models. - Jialong Wu 001; Shaofeng Yin; Ningya Feng; Xu He; Dong Li 016; Jianye Hao; Mingsheng Long (NeurIPS, 2024)

Supercompiler Code Optimization with Zero-Shot Reinforcement Learning. - Jialong Wu 001; Chaoyi Deng; Jianmin Wang 001; Mingsheng Long (CoRR, 2024)

Long-Sequence Recommendation Models Need Decoupled Embeddings. - Ningya Feng; Junwei Pan; Jialong Wu 001; Baixu Chen; Ximei Wang; Qian Li 016; Xian Hu; Jie Jiang 015; Mingsheng Long (ICLR, 2025)

Trajectory World Models for Heterogeneous Environments. - Shaofeng Yin; Jialong Wu 001; Siqiao Huang; Xingjian Su; Xu He; Jianye Hao; Mingsheng Long (CoRR, 2025)

RLVR-World: Training World Models with Reinforcement Learning. - Jialong Wu 001; Shaofeng Yin; Ningya Feng; Mingsheng Long (CoRR, 2025)

Vid2World: Crafting Video Diffusion Models to Interactive World Models. - Siqiao Huang; Jialong Wu 001; Qixing Zhou; Shangchen Miao; Mingsheng Long (CoRR, 2025)