Beijun Shen
Associate Professor
Works on software engineering and LLM-based software technologies.
Beijun Shen's lab at SJTU works on large language models and compilers & programming languages. 24 papers since 2023, 7 at top venues, mostly FSE and EMNLP. 238 alumni, most often to IBM and Intel. Applications close .
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 29%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 238
Papers by yearfrom the lab homepage, 2023–2026
- 11 papers2026 · T1 5 · collecting
- 5 papers2025 · T1 1
- 3 papers2024 · T1 0
- 5 papers2023 · T1 1
T1 venuesOtherVenues: FSE, EMNLP, ICML
Research focuspaper titles that use each topic's words
- Large language models11 papers
- Compilers & programming languages1 paper
- software1 paper
- llm-based0 papers
- software engineering0 papers
Paper list
From the lab homepage.
202611 papers
- AAAI . Singapore, Jan 20 - 27Anti-Adversarial Learning: Desensitizing Prompts for Large Language Models
- FSE (T1)Beyond Language Boundaries: Uncovering Programming Language Families for Code Language Models
- EMNLP (T1)Context Compression for LLM Agents: A Survey of Methods, Failure Modes, and Evaluation
- ICSE SEIP. Rio de Janeiro, Brazil, April 12-18EvoC2Rust: A Skeleton-guided Framework for Project-Level C-to-Rust Translation
- ACL Findings, San Diego, California, United States, 2-7 JulyGlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts
- FSE (T1)In Line with Context: Repository-Level Code Generation via Context Inlining
- FSE (T1)Neuron-Guided Interpretation of Code LLMs: Where, Why, and How?
- ICML (T1)Rethinking Code Complexity Through the Lens of Large Language Models
- ACL Findings, San Diego, California, United States, 2-7 JulySWE-QA: Can Language Models Answer Repository-level Code Questions?
- IEEE Transactions on Software Engineering ( TSE ), 52(1): 171-186Synthetic Malware at Scale: Malicious Code Generation with Code Transplanting
- ISSTA , Oakland, California, United States, 3-9 OctoberTest vs Mutant: Adversarial LLM Agents for Robust Unit Test Generation
20255 papers
- COMPSAC , Toronto, Canada, July 8-11ApiRAT: Integrating Multi-source API Knowledge for Enhanced Code Translation with LLMs
- COMPSAC , Toronto, Canada, July 8-11Empowering AI to Generate Better AI Code: Guided Generation of Deep Learning Projects with LLMs
- JSSJust-In-Time Software Defect Prediction via Bi-modal Change Representation Learning
- ASE , Seoul, South Korea, November 16-20LongCodeZip: Compress Long Context for Code Language Models
- EMNLP (T1)Transplant Then Regenerate: A New Paradigm for Text Data Augmentation
20243 papers
- JSSFew-Shot Code Translation via Task-adapted Prompt Learning
- JSSProject-specific Code Summarization with In-Context Learning
- THE Asia-Pacific Software Engineering Conference ( APSEC ), Dec. 3-6Unraveling the Potential of Large Language Models in Code Translation: How Far Are We?
20235 papers
- Neural Processing Letters , Springer, MarchDuReSE: Rewriting Incomplete Utterances via Neural Sequence Editing
- International Conference on Automated Software Engineering ( ASE ), Kirchberg, Luxembourg, Sept. 11-15InfeRE: Step-by-Step Regex Generation via Chain of Inference
- The IEEE/ACM International Conference on Software Engineering ( ICSE ), Melbourne, Australia, 14-20 May, . ACM SIGSOFT Distinguished Paper .Lejacon: A Lightweight and Efficient Approach to Java Confidential Computing on SGX
- International Conference on Automated Software Engineering ( ASE ), Kirchberg, Luxembourg, Sept. 11-15On the Evaluation of Neural Code Translation: Taxonomy and Benchmark
- FSE (T1)Self-Supervised Query Reformulation for Code Search
Where alumni went238 listed, 100% to industry
Industry 6Academia 0
Most often to
- IBM
- Intel
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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