Biography
I am currently a second-year master’s student supervised by Prof.Yang at the Shenzhen International Graduate School, Tsinghua University. I received my bachelor’s degree from Huazhong University of Science and Technology, under the supervision of Prof.He. My previous research focused on knowledge graph embedding. Now, my research interests are primarily in LLM applications and LLM-Graph co-training.
Publications
- PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL
- Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion
- Prior Bilinear-Based Models for Knowledge Graph Completion
- Jiayi Li*, Ruilin Luo*, Jiaqi Sun, Jing Xiao, Yujiu Yang
- ECML 2024 Research Paper (CCF B) [pdf][code][leaderboard]
- CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
- Zicheng Lin*, Zhibin Gou*, Tian Liang, Ruilin Luo, Haowei Liu, Yujiu Yang
- ACL 2024 Findings [pdf][code][Website][Huggingface]
Preprints
- Progressive Knowledge Graph Completion
- Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
- Ruilin Luo*, Tianle Gu*, Haoling Li*, Junzhe Li, Zicheng Lin, Jiayi Li, Yujiu Yang
- arXiv:2401.06072 [pdf]
Awards
- AAAI2024 COMPETITION ON MATH PROBLEM SOLVING-Track2 (7/72, top 10%)
- 2022 The Mathematical Contest in Modeling–Team Leader (Finalist award, top 2%)
- Outstanding graduates, Huazhong University of Science and Technology (2023)
Internship
- ByteDance 2024.09 - Now
- Tencent. 2024.02 - 2024.07
Interests
- E-Games: DOTA1, DOTA2, CSGO
- Music: Cantonese songs (Jacky Cheung, Eason Chan…), K-pop (Lesserafim, Twice…)
- Cycling, climbing