Hongyu Zhang

Chongqing University, China

60 papers at tracked venues · 47 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3063-9425 ↗Google Scholar ↗Homepage ↗

Venues

FSE ×11 ICSE ×10 ACL ×7 ASE ×5 ISSTA ×5 WWW ×4 AAAI ×2 EMNLP ×2 ICML ×2 ICSME ×2 NeurIPS ×2 SIGMOD ×2 ECAI ×1 ECML-PKDD ×1 IJCAI ×1 SDM ×1 SIGIR ×1 SIGKDD ×1

Frequent coauthors

Yao Wan

×15

Hai Jin

×8

Yanlin Wang

×7

Huong Ha

×7

Zibin Zheng

×5

Ge Li

×4

Jiachi Chen

×4

Ensheng Shi

×4

Yuchi Ma

×4

Xuanhua Shi

×4

Luan Pham

×4

Wenbin Jiang

×4

Papers

Balanced Frequency Decoupling: Energy-Aware Multi-Scale Preference Modeling for Sequential Recommendation
SIGIR 2026 ·
Jiahao Hu
,
Wei Zhou
,
Jie Liao
,
Junlin Zhu
,
Junhao Wen
, Hongyu Zhang
Chiseling Out Efficiency: Structured Skeleton Supervision for Efficient Code Generation
FSE 2026 ·
Yu Yu
,
Zhihong Sun
,
Jia Li
,
Yao Wan
,
Chuanyi Li
, Hongyu Zhang,
Ruyun Wang
,
Tao Huang
,
Zhi Jin
,
Ge Li
,
Chen Lyu
DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation
ACL 2026 ·
Li Huang
,
Zhongxin Liu
,
Yifan Wu
,
Tao Yin
,
Dong Li
,
Jichao Bi
,
Nankun Mu
, Hongyu Zhang,
Meng Yan
From Conversation to Evaluation: Benchmarking LLMs on Development Knowledge via SimpleDevQA
ACL 2026 ·
Jing Zhang
,
Lianghong Guo
,
Yanlin Wang
,
Terry Yue Zhuo
,
Yong Wang
,
Mingwei Liu
,
Jiachi Chen
,
Ensheng Shi
,
Yuchi Ma
, Hongyu Zhang,
Zibin Zheng
From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion
ACL 2026 ·
Yanli Wang
,
Yanlin Wang
,
Bowen Zhang
,
Yiwei Zhang
,
Daya Guo
,
Jiachi Chen
, Hongyu Zhang,
Zibin Zheng
Hallucinations in LLM-Based Code Summarization: Unveiling, Detection, and Mitigation
FSE 2026 ·
Guanghua Wan
,
Yuanning Feng
,
Yao Wan
,
Zhaoyang Chu
,
Zhangqian Bi
,
Junxiao Han
,
Zhou Zhao
, Hongyu Zhang,
Pingpeng Yuan
,
Xuanhua Shi
,
Hai Jin
TORAI: Multi-source Root Cause Analysis for Blind Spots in Microservice Service Call Graph
FSE 2026 ·
Luan Pham
,
Huong Ha
,
Xiuzhen Zhang
, Hongyu Zhang
TSGen: Automated Troubleshooting Guide Generation
FSE 2026 ·
Yi Xiao
, Hongyu Zhang,
Daniel Genkin
,
Chaoyun Zhang
,
Rujia Wang
,
Chetan Bansal
,
Bhala Ranganathan
,
Saravan Rajmohan
,
Minghua Ma
WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation
AAAI 2026 ·
Zishan Shu
,
Juntong Wu
,
Wei Yan
,
Xudong Liu
, Hongyu Zhang,
Chang Liu
,
Youdong Mao
,
Jie Chen
BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings
AAAI 2025 ·
Lam Ngo
,
Huong Ha
,
Jeffrey Chan
, Hongyu Zhang
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers
ICSE 2025 ·
Yuling Shi
, Hongyu Zhang,
Chengcheng Wan
,
Xiaodong Gu
Boosting Redundancy-Based Automated Program Repair by Fine-Grained Pattern Mining
ICSME 2025 ·
Jiajun Jiang
,
Fengjie Li
,
Zijie Zhao
,
Zhirui Ye
,
Mengjiao Liu
,
Bo Wang
, Hongyu Zhang,
Junjie Chen
Can Large Language Models Understand Intermediate Representations in Compilers?
ICML 2025 ·
Hailong Jiang
,
Jianfeng Zhu
,
Yao Wan
,
Bo Fang
, Hongyu Zhang,
Ruoming Jin
,
Qiang Guan
CoSEFA: An LLM-Based Programming Assistant for Secure Code Generation via Supervised Co-Decoding
FSE 2025 ·
Xuan He
,
Dong Li
,
Hao Wen
,
Yueheng Zhu
,
Chao Liu
,
Meng Yan
, Hongyu Zhang
Dataflow-Guided Neuro-Symbolic Language Models for Type Inference
ICML 2025 ·
Ge Li
,
Yao Wan
, Hongyu Zhang,
Zhou Zhao
,
Wenbin Jiang
,
Xuanhua Shi
,
Hai Jin
,
Zheng Wang
From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
ACL 2025 ·
Jialun Cao
,
Yaojie Lu
,
Meiziniu Li
,
Haoyang Ma
,
Haokun Li
,
Mengda He
,
Cheng Wen
,
Le Sun
, Hongyu Zhang,
Shengchao Qin
,
Shing-Chi Cheung
,
Cong Tian
HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation
ICSE 2025 ·
Dewu Zheng
,
Yanlin Wang
,
Ensheng Shi
,
Ruikai Zhang
,
Yuchi Ma
, Hongyu Zhang,
Zibin Zheng
LaTCoder: Converting Webpage Design to Code with Layout-as-Thought
SIGKDD 2025 ·
Yi Gui
,
Zhen Li
,
Zhongyi Zhang
,
Guohao Wang
,
Tianpeng Lv
,
Gaoyang Jiang
,
Yi Liu
,
Dongping Chen
,
Yao Wan
, Hongyu Zhang,
Wenbin Jiang
,
Xuanhua Shi
,
Hai Jin
LongCodeZip: Compress Long Context for Code Language Models
ASE 2025 ·
Yuling Shi
,
Yichun Qian
, Hongyu Zhang,
Beijun Shen
,
Xiaodong Gu
MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions
NeurIPS 2025 ·
Lam Ngo
,
Huong Ha
,
Jeffrey Chan
, Hongyu Zhang
MOCA-HESP: Meta High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-Ellipsoid Partitioning
ECAI 2025 ·
Lam Ngo
,
Huong Ha
,
Jeffrey Chan
, Hongyu Zhang
MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction
IJCAI 2025 ·
Zishan Shu
,
Yufan Deng
, Hongyu Zhang,
Zhiwei Nie
,
Jie Chen
Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies
WWW 2025 ·
Yongzheng Xie
, Hongyu Zhang,
Muhammad Ali Babar
OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution
ISSTA 2025 ·
Lianghong Guo
,
Wei Tao
,
Runhan Jiang
,
Yanlin Wang
,
Jiachi Chen
,
Xilin Liu
,
Yuchi Ma
,
Mingzhi Mao
, Hongyu Zhang,
Zibin Zheng
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
WWW 2025 ·
Luan Pham
, Hongyu Zhang,
Huong Ha
,
Flora Salim
,
Xiuzhen Zhang
Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation
FSE 2025 ·
Haoxiang Lin
,
Yang Wang
,
Yanjie Gao
, Hongyu Zhang,
Ming Wu
,
Mao Yang
Repository-Level Graph Representation Learning for Enhanced Security Patch Detection
ICSE 2025 ·
Xin-Cheng Wen
,
Zirui Lin
,
Cuiyun Gao
, Hongyu Zhang,
Yong Wang
,
Qing Liao
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing
ICSE 2025 ·
Wenchao Gu
,
Ensheng Shi
,
Yanlin Wang
,
Lun Du
,
Shi Han
, Hongyu Zhang,
Dongmei Zhang
,
Michael R. Lyu
Sign2Vis: Automated Data Visualization from Sign Language
ACL 2025 ·
Yao Wan
,
Yang Wu
,
Zhen Li
,
Guobiao Zhang
, Hongyu Zhang,
Zhou Zhao
,
Hai Jin
,
April Yi Wang
Source Code Summarization in the Era of Large Language Models
ICSE 2025 ·
Weisong Sun
,
Yun Miao
,
Yuekang Li
, Hongyu Zhang,
Chunrong Fang
,
Yi Liu
,
Gelei Deng
,
Yang Liu
,
Zhenyu Chen
Towards High-Strength Combinatorial Interaction Testing for Highly Configurable Software Systems
ICSE 2025 ·
Chuan Luo
,
Shuangyu Lyu
,
Wei Wu
, Hongyu Zhang,
Dianhui Chu
,
Chunming Hu
Transplant Then Regenerate: A New Paradigm for Text Data Augmentation
EMNLP 2025 ·
Guangzhan Wang
, Hongyu Zhang,
Beijun Shen
,
Xiaodong Gu
UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs
WWW 2025 ·
Yi Gui
,
Yao Wan
,
Zhen Li
,
Zhongyi Zhang
,
Dongping Chen
, Hongyu Zhang,
Yi Su
,
Bohua Chen
,
Xing Zhou
,
Wenbin Jiang
,
Xiangliang Zhang
WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs
WWW 2025 ·
Yi Gui
,
Zhen Li
,
Yao Wan
,
Yemin Shi
, Hongyu Zhang,
Bohua Chen
,
Yi Su
,
Dongping Chen
,
Siyuan Wu
,
Xing Zhou
,
Wenbin Jiang
,
Hai Jin
,
Xiangliang Zhang
dl²: Detecting Communication Deadlocks in Deep Learning Jobs
FSE 2025 ·
Yanjie Gao
,
Jiyu Luo
,
Haoxiang Lin
, Hongyu Zhang,
Ming Wu
,
Mao Yang
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
ACL 2025 ·
Geliang Ouyang
,
Jingyao Chen
,
Zhihe Nie
,
Yi Gui
,
Yao Wan
, Hongyu Zhang,
Dongping Chen
An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions
FSE 2024 ·
Chao Liu
,
Xindong Zhang
, Hongyu Zhang,
Zhiyuan Wan
,
Zhan Huang
,
Meng Yan
An Empirical Study on Low GPU Utilization of Deep Learning Jobs
ICSE 2024 ·
Yanjie Gao
,
Yichen He
,
Xinze Li
,
Bo Zhao
,
Haoxiang Lin
,
Yoyo Liang
,
Jing Zhong
, Hongyu Zhang,
Jingzhou Wang
,
Yonghua Zeng
,
Keli Gui
,
Jie Tong
,
Mao Yang
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
SIGMOD 2024 ·
Yang Wu
,
Yao Wan
, Hongyu Zhang,
Yulei Sui
,
Wucai Wei
,
Wei Zhao
,
Guandong Xu
,
Hai Jin
BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection
FSE 2024 ·
Luan Pham
,
Huong Ha
, Hongyu Zhang
Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems
ISSTA 2024 ·
Chuan Luo
,
Shuangyu Lyu
,
Qiyuan Zhao
,
Wei Wu
, Hongyu Zhang,
Chunming Hu
Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code
ISSTA 2024 ·
Yujia Chen
,
Cuiyun Gao
,
Zezhou Yang
, Hongyu Zhang,
Qing Liao
CPLS: Optimizing the Assignment of LLM Queries
ICSME 2024 ·
Yueyue Liu
, Hongyu Zhang,
Zhiqiang Li
,
Yuantian Miao
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
EMNLP 2024 ·
Batu Guan
,
Yao Wan
,
Zhangqian Bi
,
Zheng Wang
, Hongyu Zhang,
Pan Zhou
,
Lichao Sun
DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions
ICSE 2024 ·
Zhiwei Xu
,
Shaohua Qiang
,
Dinghong Song
,
Min Zhou
,
Hai Wan
,
Xibin Zhao
,
Ping Luo
, Hongyu Zhang
Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
ASE 2024 ·
Yi Xiao
,
Van-Hoang Le
, Hongyu Zhang
Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality
ASE 2024 ·
Yifan Liao
,
Ming Xu
,
Yun Lin
,
Xiwen Teoh
,
Xiaofei Xie
,
Ruitao Feng
,
Frank Liaw
, Hongyu Zhang,
Jin Song Dong
FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning
SDM 2024 · Hongyu Zhang,
Dongyi Zheng
,
Xu Yang
,
Jiyuan Feng
,
Qing Liao
FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling
ECML-PKDD 2024 · Hongyu Zhang,
Dongyi Zheng
,
Lin Zhong
,
Xu Yang
,
Jiyuan Feng
,
Yunqing Feng
,
Qing Liao
Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation
ISSTA 2024 ·
Zhaoyang Chu
,
Yao Wan
,
Qian Li
,
Yang Wu
, Hongyu Zhang,
Yulei Sui
,
Guandong Xu
,
Hai Jin
IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion
FSE 2024 ·
Bolun Li
,
Zhihong Sun
,
Tao Huang
, Hongyu Zhang,
Yao Wan
,
Ge Li
,
Zhi Jin
,
Chen Lyu
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback
ACL 2024 ·
Zhangqian Bi
,
Yao Wan
,
Zheng Wang
, Hongyu Zhang,
Batu Guan
,
Fangxin Lu
,
Zili Zhang
,
Yulei Sui
,
Hai Jin
,
Xuanhua Shi
LogSD: Detecting Anomalies from System Logs through Self-Supervised Learning and Frequency-Based Masking
FSE 2024 ·
Yongzheng Xie
, Hongyu Zhang,
Muhammad Ali Babar
LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data
ICSE 2024 ·
Xiaoyun Li
, Hongyu Zhang,
Van-Hoang Le
,
Pengfei Chen
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
NeurIPS 2024 ·
Wei Tao
,
Yucheng Zhou
,
Yanlin Wang
,
Wenqiang Zhang
, Hongyu Zhang,
Yu Cheng
Modularizing while Training: A New Paradigm for Modularizing DNN Models
ICSE 2024 ·
Binhang Qi
,
Hailong Sun
, Hongyu Zhang,
Ruobing Zhao
,
Xiang Gao
PreLog: A Pre-trained Model for Log Analytics
SIGMOD 2024 ·
Van-Hoang Le
, Hongyu Zhang
Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?
ASE 2024 ·
Luan Pham
,
Huong Ha
, Hongyu Zhang
Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates
ASE 2024 ·
Zhihong Sun
,
Yao Wan
,
Jia Li
, Hongyu Zhang,
Zhi Jin
,
Ge Li
,
Chen Lyu
When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention
ISSTA 2024 ·
Lianghong Guo
,
Yanlin Wang
,
Ensheng Shi
,
Wanjun Zhong
, Hongyu Zhang,
Jiachi Chen
,
Ruikai Zhang
,
Yuchi Ma
,
Zibin Zheng