Jie M. Zhang
Scholar

Jie M. Zhang

Google Scholar ID: rPWRqf8AAAAJ
Lecturer (Assistant Professor), King's College London
LLMsSE4MLmachine learning testingmutation testingmetamorphic testing
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Citations & Impact
All-time
Citations
5,457
 
H-index
29
 
i10-index
43
 
Publications
20
 
Co-authors
38
list available
Contact
No contact links provided.
Publications
38 items
Reasoning-Trace Collapse: Evaluating the Loss of Explicit Reasoning During Fine-Tuning
2026
Cited
0
Beyond Execution: Static-Analysis Rewards and Hint-Conditioned Diffusion RL for Code Generation
2026
Cited
0
StepCodeReasoner: Aligning Code Reasoning with Stepwise Execution Traces via Reinforcement Learning
2026
Cited
0
The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play
2026
Cited
0
LLMs Are Not a Silver Bullet: A Case Study on Software Fairness
2026
Cited
0
SkillMOO: Multi-Objective Optimization of Agent Skills for Software Engineering
2026
Cited
0
Benchmarking and Evaluating VLMs for Software Architecture Diagram Understanding
2026
Cited
0
EffiSkill: Agent Skill Based Automated Code Efficiency Optimization
2026
Cited
0
Resume (English only)
Co-authors
38 total
Mark Harman
Mark Harman
Research Scientist at Meta & Professor of Software Engineering at UCL
Federica Sarro
Federica Sarro
Professor, University College London
Zhenpeng Chen
Zhenpeng Chen
Research Fellow, Nanyang Technological University
Lu Zhang
Lu Zhang
Peking University
Mike Papadakis
Mike Papadakis
Associate professor, University of Luxembourg
Dan Hao
Dan Hao
Peking University
Dong Huang
Dong Huang
University of Hong Kong
Meng Wang
Meng Wang
Professor of Programming Languages, University of Bristol