I am currently pursuing a master’s degree at the School of Artificial Intelligence and Data Science, University of Science and Technology of China.

I graduated from School of Artificial Intelligence and Data Science, Univeristy of Science and Technology of China with a bachelor’s degree.

My research interest includes:

• Dense Retrieval
• Generation-Augmented Retrieval
• Large Language Model for Retrieval

🔥 News

• 2025.11: 🎉 One paper are accepted by AAAI 2026
• 2025.07: 🎉 Three papers are accepted by ACL 2025

📝 Publications

• AAAI 2026 Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning, Shengyu Ye, Qi Liu, Hao Jiang, Zheng Zhang, Heng Yu, Zhenya Huang
• ACL 2025 CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval, Heng Yu, Junfeng Kang, Rui Li, Qi Liu, Liyang He, Zhenya Huang, Shuanghong Shen, Junyu Lu
• ACL 2025 PQR: Improving Dense Retrieval via Potential Query Modeling, Junfeng Kang, Rui Li, Qi Liu, Yanjiang Chen, Zheng Zhang, Junzhe Jiang, Heng Yu, Yu Su
• ACL 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation, Rui Li, Liyang He, Qi Liu, Zheng Zhang, Heng Yu, Yuyang Ye, Linbo Zhu, Yu Su

📖 Educations

• 2024.09 - (now), Master, School of Artificial Intelligence and Data Science, Univeristy of Science and Technology of China, Hefei.
• 2020.09 - 2024.06, Undergraduate, School of Artificial Intelligence and Data Science, Univeristy of Science and Technology of China, Hefei.

💬 Invited Talks

💻 Internships

• 2025.09 - 2026.01, National Education Examinations Authority（NEEA）, China.
• 2024.05 - 2024.07, National Education Examinations Authority（NEEA）, China.