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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 [[http://base.sjtu.edu.cn/~bjshen|Beijun Shen]] and [[https://guxd.github.io/| Xiaodong Gu]]. The main research interests of LLMSE include large language models for code, code generation, code translation, defect detection and repair.
 =====Recent News=====
+  * [Publication] Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu. Transplant Then Regenerate: A New Paradigm for Text Data Augmentation, EMNLP 2025, Suzhou, China, November 5–9, 2025
   * [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
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   * [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
-  * [Publication] Mingsheng Jiao, Tingrui Yu, Xuan Li, Guanjie Qiu, Xiaodong Gu, Beijun Shen. On the Evaluation of Neural Code Translation: Taxonomy and Benchmark, International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg, 11-15 September, 2023
-  * [Publication] Shuai Zhang, Xiaodong Gu, Yuting Chen, Beijun Shen. InfeRE: Step-by-Step Regex Generation via Chain of Inference, International Conference on Automated Software Engineering (ASE), Kirchberg, Luxembourg, 11-15 September, 2023
-  * [Graduation] Farewell to 2023 Grad. Students!8-)
-  * [Publication] Yuetian Mao, Chengcheng Wan, Yuze Jiang, Xiaodong Gu, Self-Supervised Query Reformulation for Code Search, 2023 ESEC/FSE, San Francisco, California, United States, 3-9 December 2023
-  * [Publication] X. Miao, Z. Lin, S. Wang, L. Yu, S. Li, Z. Wang, P. Nie, Y. Chen, B. Shen, H. Jiang. Lejacon: A Lightweight and Efficient Approach to Java Confidential Computing on SGX, The 45th IEEE/ACM International Conference on Software Engineering (ICSE), Melbourne, Australia, 14-20 May, 2023. ACM SIGSOFT Distinguished Paper.
-  * [Publication] Wenhui Jiang, Xiaodong Gu, Yuting Chen, Beijun Shen. DuReSE: Rewriting Incomplete Utterances via Neural Sequence Editing, Neural Processing Letters, Springer, March 2023
 =====Upcoming Conferences=====
-  * [[https://aaai.org/aaai-conference/|[AAAI'23]]][CCF Rank A]. Full Paper Submission: Aug 15, 2023; Paper Notification: Dec 09, 2023.
+  * [[https://vldb.org/2025/|[VLDB'25]]][CCF Rank A]. Due 1st of every month until 3/1/2025.
-  * [[https://conf.researchr.org/home/fse-2024|[FSE'24]]][CCF Rank A]. Full Paper Submission: Sep 28, 2023; Paper Notification: Apr 16, 2024.
+  * [[https://2025.ijcai.org/|[IJCAI'25]]][CCF Rank A]. Due 1/23/2025 (abstract 1/16/2025).
+  * [[https://icml.cc/|[ICML'25]]][CCF Rank A]. Due 1/30/2025 (abstract 1/23/2025).
+  * [[https://2025.aclweb.org/|[ACL'25]]][CCF Rank A]. Due 2/15/2025.
+  * [[https://conf.researchr.org/home/icse-2026|[ICSE'26]]][CCF Rank A]. Due 3/14/2025 (abstract 3/7/2025) & 7/18/2025 (abstract 7/11/2025).
+  * [[https://neurips.cc/|[NeurIPS'25]]][CCF Rank A]. Due 5/1/2025.
+  * [[https://conf.researchr.org/home/ase-2025|[ASE'25]]][CCF Rank A]. Due 5/30/2025.
+  * [[https://popl26.sigplan.org/|[POPL'26]]][CCF Rank A]. Due 7/10/2025.
+  * [[https://conf.researchr.org/home/fse-2026|[FSE'26]]][CCF Rank A]. Due 9/11/2025 (abstract 9/4/2025).
+  * [[http://www2025.thewebconf.org/|[WWW'25]]][CCF Rank A]. Due 10/14/2024 (abstract 10/7/2024).
+  * [[https://2025.splashcon.org/|[OOPSLA'25]]][CCF Rank A]. Due 10/15/2024 & 3/25/2025.
+  * [[https://conf.researchr.org/home/issta-2026|[ISSTA'26]]][CCF Rank A]. Due 10/31?/2025.