He Ye
Lecturer –Software Systems Engineering
Builds coding agents that work like software engineers, including automated program repair with language models.
He Ye's lab at UCL works on large language models and reasoning & agents. 13 papers since 2023, 1 at top venues, mostly PACMPL.
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 8%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 6 papers2026 · T1 1 · collecting
- 3 papers2025 · T1 0
- 2 papers2024 · T1 0
- 2 papers2023 · T1 0
T1 venuesOtherVenues: PACMPL
Research focuspaper titles that use each topic's words
- Large language models7 papers
- automated3 papers
- Reasoning & agents2 papers
- program2 papers
- coding0 papers
Paper list
From the lab homepage.
20266 papers
- PACMPL (T1)Agent-Based Automated Remediation for Vulnerabilities in Maven Projects
- International Conference on Automated Software Engineering-ASEAutomated Repair of Ambiguous Problem Descriptions for LLM-Based Code Generation (opens in a new tab)
- Proceedings International Workshop on Code Translation Transformation and Modernization RecodeEnvironment-in-The-Loop: Rethinking Code Migration with LLM-based Agents
- ACM Transactions on Software Engineering and MethodologyGenerative AI for Testing of Autonomous Driving Systems: A Survey (opens in a new tab)
- The International Workshop on Code Translation, Transformation, and ModernizationJMigBench: A Benchmark for Evaluating LLMs on Source Code Migration (Java 8 to Java 11) (opens in a new tab)
- ACM Transactions on Software Engineering and MethodologyWhen Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair
20253 papers
- ISSTAAdverIntent-Agent: Adversarial Reasoning for Repair Based on Inferred Program Intent (opens in a new tab)
- The IEEE/ACM International Conference on Automated Software EngineeringAutomated Repair of Ambiguous Natural Language Requirements (opens in a new tab)
- International Conference on Software Engineering-ICSELWDIFF: An LLM-Assisted Differential Testing Framework for WebAssembly Runtimes (opens in a new tab)
20242 papers
- Proceedings International Conference on Software EngineeringITER: Iterative Neural Repair for Multi-Location Patches
- AAAI-24MemoryBank: Enhancing Large Language Models with Long-Term Memory
20232 papers
- ESEC/FSE : ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software EngineeringDeepInfer: Deep Type Inference from Smart Contract Bytecode
- ASEPreciseBugCollector: Extensible, Executable and Precise Bug-Fix Collection: Solution for Challenge 8: Automating Precise Data Collection for Code Snippets with Bugs, Fixes, Locations, and Types
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCLFall 2027
Not announced yet
Computer Science MPhil/PhD
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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0 T1 - CNTsinghua
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.