Hello! I’m currently a second-year PhD student in the NLP group at King’s College London, working under the supervision of Prof. Yulan He and Dr. Lin Gui. My research focuses on AI for Scientific Discovery, AI for Software Engineering, and AI Agents.

Prior to joining KCL, I earned my M.S. degree from Southeast University (Sept. 2020 – July 2023), where I was advised by Prof. Deyu Zhou. I completed my B.E. at Hefei University of Technology (Sept. 2016 – July 2020).

Publications

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers

Yanzheng Xiang, Hanqi Yan, Shuyin Ouyang, Lin Gui, Yulan He

Under Review | Paper | Website

Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models

Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He

Findings of ACL 2024 | Paper

G3R: A Graph-Guided Generate-and-Rerank Framework for Cross-domain Text-to-SQL Generation

Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou

Findings of ACL 2023 | Paper

Invited Talks

• Meta, Llama Community Meet-up, 4.6.2025, Towards Automatic Code Reproduction for Scientific Papers: Benchmarks and Methodologies. [link]