Zhi-Yuan Shi

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Publication activitypapers/week, last 8 weeks

Research focus

Interpretability & Mechanistic Interp (1)Multimodal Models (1)Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)World Models & Planning (1)

Frequent co-authors

Xing-Zhuo Guo (2)Shang-Chen Miao (2)Wei-Liang Chen (2)Qi-Yu Dai (2)Jin Ren (2)Jin-Shan Ren (2)Jiangran Lyu (2)Fang-Fu Liu (2)

Papers (2)

Oct 9, 2026

Tsinghua AI4d ago

S-Space: Exploring Spatial Workspace in Multimodal Language Models

MLLMs possess an intrinsic "S-Space" that acts as a spatial workspace, encoding object coordinates and enabling viewpoint transformations, even under non-spatial queries.

Zhi-Yuan Shi, Xiang Li, Xing-Zhuo Guo +9

Interpretability & Mechanistic Interp Multimodal Models

Aug 17, 2026

CMU MLAug 17, 2026·also Tsinghua AI, Affiliation:, AI Institute, MoE Key Lab of Artificial Intelligence +2

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

HarnessEval-W transforms world model evaluation from mere scoring to a transparent reasoning process that mirrors human judgment.

Wei-Liang Chen, Haowen Sun, Jun Gao +38

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought World Models & Planning

Zhi-Yuan Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Zhi-Yuan Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)