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The LLM for Software Engineering Lab (LLMSE) is affiliated with the School of Computer Science at Shanghai Jiao Tong University in China. It is located in the Minhang campus of Shanghai Jiao Tong University, primarily in room 1405 and 1407. The founding directors of LLMSE are Professors Beijun Shen and Xiaodong Gu. The main research interests of LLMSE include large language models for code, code generation, code translation, defect detection and repair.

• [Publication] Chen Xie, Mingsheng Jiao, Xiaodong Gu, Beijun Shen. Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs, COMPSAC, Toronto, Canada, 8-11 July, 2025
• [Publication] Chaofan Wang, Guanjie Qiu, Xiaodong Gu, Beijun Shen. ApiRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs, COMPSAC, Toronto, Canada, 8-11 July, 2025
• [Graduation] Farewell to 2025 Grad. Students!
• [Publication] Zeyu Jiang, Xiaodong Gu, Beijun Shen. Just-In-Time Software Defect Prediction via Bi-modal Change Representation Learning, Journal of Systems & Software (JSS), October 2024
• [Publication] Qingxiao Tao, Tingrui Yu, Xiaodong Gu, Beijun Shen. Unraveling the Potential of Large Language Models in Code Translation: How Far Are We? THE 31st Asia-Pacific Software Engineering Conference (APSEC), 3-6 December, 2024
• [Publication] Shangbo Yun, Shuhuai Lin, Xiaodong Gu, Beijun Shen. Project-specific Code Summarization with In-Context Learning, Journal of Systems & Software (JSS), Volume 216, July 2024, 112149
• [Publication] Xuan Li, Shuai Yuan, Xiaodong Gu, Yuting Chen, Beijun Shen. Few-Shot Code Translation via Task-adapted Prompt Learning, Journal of Systems & Software (JSS), Volume 212, June 2024, 112002

• [VLDB'25][CCF Rank A]. Due 1st of every month until 3/1/2025.
• [IJCAI'25][CCF Rank A]. Due 1/23/2025 (abstract 1/16/2025).
• [ICML'25][CCF Rank A]. Due 1/30/2025 (abstract 1/23/2025).
• [ACL'25][CCF Rank A]. Due 2/15/2025.
• [ICSE'26][CCF Rank A]. Due 3/14/2025 (abstract 3/7/2025) & 7/18/2025 (abstract 7/11/2025).
• [NeurIPS'25][CCF Rank A]. Due 5/1/2025.
• [ASE'25][CCF Rank A]. Due 5/30/2025.
• [POPL'26][CCF Rank A]. Due 7/10/2025.
• [FSE'26][CCF Rank A]. Due 9/11/2025 (abstract 9/4/2025).
• [WWW'25][CCF Rank A]. Due 10/14/2024 (abstract 10/7/2024).
• [OOPSLA'25][CCF Rank A]. Due 10/15/2024 & 3/25/2025.
• [ISSTA'26][CCF Rank A]. Due 10/31?/2025.