Su Ying is an Assistant Professor at the School of Software, South China University of Technology. She obtained her Ph.D. in Artificial Intelligence from The Hong Kong University of Science and Technology in January 2025. She has published multiple papers in top international conferences such as ACL, EMNLP, and COLING, and has long served as a reviewer for natural language processing conferences.

E-mail:yingsu@scut.edu.cn

Research Direction:Natural Language Processing, Knowledge Representation and Reasoning, Multimodal Large Models, Embodied Intelligence, AI Ethics Guidelines

Representative Papers

1.Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning. AACL 2025. Ying Su, Mingwen Liu, Zhijiang Guo.

2.ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities. EMNLP 2024. Ying Su, Zhan Ling, Haochen Shi, Jiayang Cheng, Yauwai Yim, Yangqiu Song.

3.Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024. Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song.

4.PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs. StarSem 2024(@Naacl  workshop). Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang.

5.MICO: A multi-alternative contrastive learning framework for commonsense knowledge representation.  EMNLP 2022. Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang.