Guiyang Hou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
3
Active years
2023–2026
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos. | Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu |
| 2026 | ACL | ToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units. | Guiyang Hou, Xiang Huang, Shangke Lyu, Yuchuan Wu, Weiyao Luo, Xinyu Mei, Yongliang Shen, Weiming Lu, Yongbin Li |
| 2026 | ACL | CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution. | Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen |
| 2026 | ACL | 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 |
| 2025 | ACL | Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities. | Guiyang Hou, Wenqi Zhang, Zhe Zheng, Yongliang Shen, Weiming Lu |
| 2024 | ACL | Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models. | Guiyang Hou, Yongliang Shen, Weiming Lu |
| 2024 | ACL | TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. | Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu |
| 2024 | ACL | Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization. | Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu |
| 2024 | EMNLP | 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 |
| 2023 | EMNLP | Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization. | Guiyang Hou, Yongliang Shen, Wenqi Zhang, Wei Xue, Weiming Lu |