Paper-Conference

[CogSci25] Probing and Inducing Combinational Creativity in Vision-Language Models

The ability to combine existing concepts into novel ideas stands as a fundamental hallmark of human intelligence. Recent advances in …

Yongqian Peng, Yuxi Ma (Yuki), Mengmeng Wang, Yuxuan Wang, Yizhou Wang, Chi Zhang, Yixin Zhu, Zilong Zheng

[CogSci25] Probing and Inducing Combinational Creativity in Vision-Language Models

[CogSci25] Word Embeddings Track Social Group Changes Across 70 Years in China

Language encodes societal beliefs about social groups through word patterns. While computational methods like word embeddings enable …

Yuxi Ma (Yuki), Yongqian Peng, Yixin Zhu

[CogSci25] A simulation-heuristics dual-process model for intuitive physics

The role of mental simulation in human physical reasoning is widely acknowledged, but whether it is employed across scenarios with …

Shiqian Li, Yuxi Ma (Yuki), Jiajun Yan, Bo Dai, Yujia Peng, Chi Zhang, Yixin Zhu

[CVPR25] GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill

Learning open-vocabulary physical skills for simulated agents presents a significant challenge in artificial intelligence. Current …

Jieming Cui, Tengyu Liu, Ziyu Meng, Jiale Yu, Ran Song, Wei Zhang, Yixin Zhu, Siyuan Huang

[CVPR25] GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill

[NeurIPS24] PhyRecon: Physically Plausible Neural Scene Reconstruction

Neural implicit representations have gained popularity in multi-view 3D reconstruction. However, most previous work struggles to yield …

Junfeng Ni, Yixin Chen, Bohan Jing, Nan Jiang, Bin Wang, Bo Dai, Puhao Li, Yixin Zhu, Song-Chun Zhu, Siyuan Huang

[NeurIPS24] PhyRecon: Physically Plausible Neural Scene Reconstruction

[SIGGRAPHAsia24] Autonomous Character-Scene Interaction Synthesis from Text Instruction

Synthesizing human motions in 3D environments, particularly those with complex activities such as locomotion, hand-reaching, and …

Nan Jiang, Zimo He, Zi Wang, Hongjie Li, Yixin Chen, Siyuan Huang, Yixin Zhu

[SIGGRAPHAsia24] Autonomous Character-Scene Interaction Synthesis from Text Instruction

[IROS24] Ag2Manip: Learning Novel Manipulation Skills with Agent-Agnostic Visual and Action Representations

Autonomous robotic systems capable of learning novel manipulation tasks are poised to transform industries from manufacturing to …

Puhao Li, Tengyu Liu, Yuyang Li, Muzhi Han, Haoran Geng, Shu Wang, Yixin Zhu, Song-Chun Zhu, Siyuan Huang

[ECCV24] Zero-Shot Image Feature Consensus with Deep Functional Maps

Correspondences emerge from large-scale vision models trained for generative and discriminative tasks. This has been revealed and …

Xinle Cheng, Congyue Deng, Adam Harley, Yixin Zhu, Leonidas Guibas