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Xiaodan Liang

Full Professor, SUN YAT-SEN UNIVERSITY

5 papers at NeurIPS 2025

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Poster Session 4

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning

#4007 · Jiaqi Chen, Bang Zhang, Ruotian Ma, Peisong Wang, Xiaodan Liang, Zhaopeng Tu, Xiaolong Li, Kwan-Yee K. Wong

MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents

#1508 · Ziming Wei, Bingqian Lin, Zijian Jiao, Yunshuang Nie, Liang Ma, Yuecheng Liu, Yuzheng Zhuang, Xiaodan Liang

SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning

#4603 · Kun Xiang, Heng Li, Terry Jingchen Zhang, Yinya Huang, Zirong Liu, Peixin Qu, Jixi He, Jiaqi Chen, Yu-Jie Yuan, Jianhua Han, Hang Xu, Hanhui Li, Mrinmaya Sachan, Xiaodan Liang

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

WISA: World simulator assistant for physics-aware text-to-video generation

#4206 Spotlight · Jing Wang, Ao Ma, Ke Cao, Jun Zheng, Jiasong Feng, Zhanjie Zhang, Wanyuan Pang, Xiaodan Liang

PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly

#1504 · Liang Ma, Jiajun Wen, Min Lin, Rongtao Xu, Xiwen Liang, Bingqian Lin, Jun Ma, Yongxin Wang, Ziming Wei, Haokun Lin, Mingfei Han, Meng Cao, Bokui Chen, Ivan Laptev, Xiaodan Liang

We introduce PhyBlock, a progressive benchmark evaluating large vision-language models on physical understanding and spatial planning via robotic 3D block assembly tasks.