Heterogeneous Value Evaluation for Large Language Models. - Zhaowei Zhang; Nian Liu 003; Siyuan Qi; Ceyao Zhang; Ziqi Rong; Song-Chun Zhu; Shuguang Cui; Yaodong Yang 001 (CoRR, 2023)

AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents. - Jieming Cui; Tengyu Liu; Nian Liu 003; Yaodong Yang 001; Yixin Zhu 001; Siyuan Huang 001 (CVPR, 2024)

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. - Siyuan Qi; Shuo Chen; Yexin Li; Xiangyu Kong; Junqi Wang; Bangcheng Yang; Pring Wong; Yifan Zhong; Xiaoyuan Zhang; Zhaowei Zhang; Nian Liu 003; Yaodong Yang 001; et al. (ICLR, 2024)

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. - Siyuan Qi; Shuo Chen; Yexin Li; Xiangyu Kong; Junqi Wang; Bangcheng Yang; Pring Wong; Yifan Zhong; Xiaoyuan Zhang; Zhaowei Zhang; Nian Liu 003; Wei Wang 115; et al. (CoRR, 2024)

Learning Uniformly Distributed Embedding Clusters of Stylistic Skills for Physically Simulated Characters. - Nian Liu 003; Libin Liu; Zilong Zhang; Zi Wang; Hongzhao Xie; Tengyu Liu; Xinyi Tong 001; Yaodong Yang 001; Zhaofeng He (CoRR, 2024)

Heterogeneous Value Alignment Evaluation for Large Language Models. - Zhaowei Zhang; Ceyao Zhang; Nian Liu 003; Siyuan Qi; Ziqi Rong; Song-Chun Zhu; Yaodong Yang 001 (AGI (2), 2025)

Video Echoed in Harmony: Learning and Sampling Video-Integrated Chord Progression Sequences for Controllable Video Background Music Generation. - Xinyi Tong 001; Sitong Chen; Peiyang Yu; Nian Liu 003; Hui Qv; Tao Ma 008; Bo Zheng 007; Feng Yu; Song-Chun Zhu (IEEE Trans. Comput. Soc. Syst., 2025)