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Zhi Jin — most-cited papers & profile · Multimodal
← authors
·
overview
Zhi Jin
22
papers ·
55
citations ·
27
h-index
Sun Yat-sen University · Shenzhen University · The Seventh Affiliated Hospital of Sun Yat-sen University
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Most-cited papers
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks
2021 · 33 citations
Self-planning Code Generation with Large Language Models
2023 · 12 citations
Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
2025 · 6 citations
Evolving Quantum Oracles With Hybrid Quantum-inspired Evolutionary Algorithm
2006 · 4 citations
Knowledge before Reasoning: EC-Reason-Bench, a Training-Free Diagnostic Benchmark for LLM Enzyme Classification
2026
A Viable Paradigm of Software Automation: Iterative End-to-End Automated Software Development
2025
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
2025
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
2025
SemGuard: Real-Time Semantic Evaluator for Correcting LLM-Generated Code
2025
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
2025
Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision
2025
Large Language Model Unlearning for Source Code
2025
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
2025
SEAlign: Alignment Training for Software Engineering Agent
2025
M2CVD: Enhancing Vulnerability Semantic through Multi-Model Collaboration for Code Vulnerability Detection
2024
Top co-authors
Dongming Jin
· 1
Gadeng Luosang
· 1
Huanyao Zhang
· 1
Linyu Li
· 1
Nyima Tashi
· 1
Xuan Zhang
· 1
Yichi Zhang
· 1
Yuanpeng He
· 1
Topics
Software Engineering
Code Generation
Code Models
Code Translation
Program Repair
Bug Detection
Code Understanding
Model-Based RL
Policy Gradient
Protein Science