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 ======Home======
-The LLM for Software Engineering Lab(LLMSE) is affiliated with School of
+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.
-Software, Shanghai Jiao Tong University, China. It
-locates in the Minhang campus of Shanghai Jiao Tong University, mainly in
-Rm1405. The Founding Director of ISE is Prof.
-[[http://base.sjtu.edu.cn/~bjshen|Beijun Shen]].
-The main research interests of ISE include software repository mining, defect prediction, semantic web, software social network analysis, and some other related areas. Currently our research mainly involves: Large language models in software engineering, code translation, semi-supervised learning in defect prediction, developer and task recommendation in software crowdsourcing, identity linkage across software communities, user satisfaction evaluation of opensource projects, software programming knowledge base construction, expert detection of software communities, cross-platform developer programming ability modeling and evaluation, software repository search, recommendation in software communities, etc.
 =====Recent News=====
-  * [Graduation] Farewell to 2023 Grad. Students!8-)
+  * [Graduation] Farewell to 2026 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] Zhe Yin, Xiaodong Gu, and Beijun Shen, Neuron-Guided Interpretation of Code LLMs: Where, Why, and How? FSE 2026, Montreal, Canada, 5 - 9 July 2026
-  * [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] Shangbo Yun, Jianghong Huang, Xiaodong Gu, and Beijun Shen, Beyond Language Boundaries: Uncovering Programming Language Families for Code Language Models, FSE 2026, Montreal, Canada, 5 - 9 July 2026
-  * [Publication] Wenhui Jiang, Xiaodong Gu, Yuting Chen, Beijun Shen. DuReSE: Rewriting Incomplete Utterances via Neural Sequence Editing, Neural Processing Letters, Springer, March 2023
+  * [Publication] Chao Hu, Wenhao Zeng, Yuling Shi, Beijun Shen, and Xiaodong Gu, In Line with Context: Repository-Level Code Generation via Context Inlining, FSE 2026, Montreal, Canada, 5 - 9 July 2026
+  * [Publication] Chaofan Wang, Tingrui Yu, Beijun Shen, Jie Wang, Dong Chen, Wenrui Zhang, Yuling Shi, Chen Xie, and Xiaodong Gu. EvoC2Rust: A Skeleton-guided Framework for Project-Level C-to-Rust Translation. ICSE 2026 SEIP. Rio de Janeiro, Brazil, April 12-18, 2026
+  * [Publication] Xuan Li, Zhe Yin, Xiaodong Gu, and Beijun Shen. Anti-Adversarial Learning: Desensitizing Prompts for Large Language Models. AAAI 2026. Singapore, Jan 20 - 27, 2026
+  * [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
+  * [Graduation] Farewell to 2025 Grad. Students!8-)
 =====Upcoming Conferences=====
-  * [[https://aaai.org/aaai-conference/|[AAAI'23]]][CCF Rank A]. Full Paper Submission: Aug 15, 2023; Paper Notification: Dec 09, 2023.
+  * [[https://oopsla26.hotcrp.com/deadlines|[OOPSLA'26]]][CCF Rank A]. Due 3/17/2026 (round 2).
-  * [[https://conf.researchr.org/home/fse-2024|[FSE'24]]][CCF Rank A]. Full Paper Submission: Sep 28, 2023; Paper Notification: Apr 16, 2024.
+  * [[https://conf.researchr.org/home/ase-2026|[ASE'26]]][CCF Rank A]. Due 3/26/2026.
+  * [[https://openreview.net/group?id=NeurIPS.cc/2026/Conference|[NeurIPS'26]]][CCF Rank A]. Abstract 5/5/2026; Due 5/7/2026.
+  * [[https://conf.researchr.org/home/icse-2027|[ICSE'27]]][CCF Rank A]. Due 6/30/2026 (abstract 6/23/2026).
+  * [[https://popl27.sigplan.org/dates|[POPL'27]]][CCF Rank A]. Due 7/9/2026.
+  * [[https://www.esec-fse.org/upcoming_events|[FSE'27]]][CCF Rank A]. Paper submission by 10/9/2026.