Scholar
Siqiao Huang
Google Scholar ID: gCBI4nEAAAAJ
Institute for Interdisciplinary Information Sciences (Yao Class), Tsinghua University
Citations & Impact
Citations
3
H-index
1
i10-index
0
Publications
3
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Publications: Vid2World: Crafting Video Diffusion Models to Interactive World Models (arXiv preprint, 2025); SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors (EMNLP 2025 Main, Top 0.3% Meta Score); Trajectory World Models for Heterogeneous Environments (ICML 2025). Awards: Comprehensive Excellence Award of Tsinghua (Nov. 2024); Outstanding Sports Scholarship of Tsinghua (Nov. 2024). Projects: Awesome World Models (a curated list of awesome works in world modeling).
Research Experience
- Machine Learning Department, CMU, June 2025 - Present, Research Intern, Advisor: Prof. Max Simchowitz; Tsinghua Machine Learning Group (THUML), July 2024 - Present, Research Intern, Advisor: Prof. Mingsheng Long.
Education
- B.S. in Computer Science, Tsinghua University, 2023-2027 (expected); Institute for Interdisciplinary Information Sciences (Yao Class), GPA: 3.93/4.00, Rank: 9/91. Selected courses include Natural Language Processing, Algebra and Computation, Fundamentals of Programming, Multi-modal Machine Learning, Deep Learning, Computer Vision, etc.
Background
- Undergraduate student in Computer Science and Technology at Tsinghua University, research interests include world models (visual world models, object-centric world models, grounding foundation models), generalist robot policies (VLAs, humanoid foundation models, video-centric generalist policies), and theoretical foundations of machine learning and robotics.
Miscellany
- Personal blog website officially online in Jan. 2025; became a member of the Sparking Program, the most prestigious and selective academic organization for students at Tsinghua University (May 2025); photos taken within the past year, including giving a talk, visiting the Andy Worhol Museum in Pittsburgh, hanging out with friends, cuddling with his dog, eating, and a view of the Golden Gate Bridge.
