Guiyang Hou

PhD student, Zhejiang University

Joined

June 2023

Names

Guiyang Hou (Preferred)

Emails

****@zju.edu.cn (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

DBLP

Semantic Scholar

ACL Anthology

Career & Education History

PhD student

Zhejiang University (zju.edu.cn)

2022 – 2026

MS student

University of the Chinese Academy of Sciences (ucas.edu.cn)

2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Weiming Lu

2022 – 2026

Expertise

Theory of Mind

2023 – 2025

Large Language Models

2023 – 2025

Strategic Interaction Agent

2023 – 2025

Publications

Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Jiajun Liu, Weiming Lu, Peng Li, Yueting Zhuang
- LLA 2026 Poster
- Readers: Everyone
Building Data Framework and Shifting Perspectives for First-Person Exploration of Social Intelligence in LLMs
Guiyang Hou, Xiang Huang, Yihui Fu, Zeqi Tan, Wenqi Zhang, Weiming Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TimeHC-RL: Temporal‑aware Hierarchical Cognitive Reinforcement Learning for Enhancing LLMs' Social Intelligence
Guiyang Hou, Gao Xing, Yuchuan Wu, Xiang Huang, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Jialu Du, Fei Huang, Yongbin Li, Weiming Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ViewSpatial-Bench: Evaluating Multi-perspective Spatial Localization in Vision-Language Models
Dingming Li, Hongxing Li, Zixuan Wang, Yuchen Yan, Hang Zhang, Siqi Chen, Guiyang Hou, Shengpei Jiang, Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang
- Submitted to ICLR 2026
- Readers: Everyone
Active Confusion Expression in Large Language Models: Leveraging World Models toward Better Social Reasoning
Jialu Du, Guiyang Hou, Yihui Fu, Chen Wu, Wenqi Zhang, Yongliang Shen, Weiming Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
Haolei Xu, Yuchen Yan, Yongliang Shen, Wenqi Zhang, Guiyang Hou, Shengpei Jiang, Kaitao Song, Weiming Lu, Jun Xiao, Yueting Zhuang
- NeurIPS 2025 poster
- Readers: Everyone
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
Wenqi Zhang, Mengna Wang, Gangao Liu, Huixin Xu, Yiwei Jiang, Yongliang Shen, Guiyang Hou, Zhe Zheng, Hang Zhang, Xin Li, Weiming Lu, Peng Li, Yueting Zhuang
- CoRR 2025
- Readers: Everyone
Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems
Fei Tang, Yongliang Shen, Hang Zhang, Siqi Chen, Guiyang Hou, Wenqi Zhang, Wenqiao Zhang, Kaitao Song, Weiming Lu, Yueting Zhuang
- CoRR 2025
- Readers: Everyone
Entering Real Social World! Benchmarking the Theory of Mind and Socialization Capabilities of LLMs from a First-person Perspective
Guiyang Hou, Wenqi Zhang, Yongliang Shen, Zeqi Tan, Sihao Shen, Weiming Lu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
Wenqi Zhang, Zhenglin Cheng, Yuanyu He, Mengna Wang, Yongliang Shen, Zeqi Tan, Guiyang Hou, Mingqian He, Yanna Ma, Weiming Lu, Yueting Zhuang
- NeurIPS 2024 Workshop RBFM Poster
- Readers: Everyone

View all 23 publications

Co-Authors

View all 43 co-authors