Hongyu Zhang - RankMe

466 papers A* 94A 49B 7C 15Misc 2Journal 209Unranked 82

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation. IEEE Trans. Software Eng. Yueheng Zhu, Chao Liu, Xuan He, Xiaoxue Ren, Zhongxin Liu, Ruwei Pan, Hongyu Zhang
2026	J	`jnl`	Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey. CoRR Caihua Li, Lianghong Guo, Yanlin Wang, Daya Guo, Wei Tao, Zhenyu Shan, Mingwei Liu, Jiachi Chen, Haoyu Song, Duyu Tang, Hongyu Zhang, Zibin Zheng
2026	J	`jnl`	Ahead of the Spread: Agent-Driven Virtual Propagation for Early Fake News Detection. CoRR Bincheng Gu, Min Gao, Junliang Yu, Zongwei Wang, Zhiyi Liu, Kai Shu, Hongyu Zhang
2026	J	`jnl`	CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding. CoRR Yuling Shi, Chaoxiang Xie, Zhensu Sun, Yeheng Chen, Chenxu Zhang, Longfei Yun, Chengcheng Wan, Hongyu Zhang, David Lo, Xiaodong Gu
2026	J	`jnl`	Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach. ACM Trans. Softw. Eng. Methodol. Yao Wan, Guanghua Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Pan Zhou, Hai Jin, Lichao Sun
2026	J	`jnl`	Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances. ACM Trans. Softw. Eng. Methodol. Zhao Tian, Minghua Ma, Max Hort, Federica Sarro, Hongyu Zhang, Junjie Chen
2026	J	`jnl`	MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-Tuning. ACM Trans. Softw. Eng. Methodol. Boyang Yang, Haoye Tian, Jiadong Ren, Hongyu Zhang, Jacques Klein, Tegawendé F. Bissyandé, Claire Le Goues, Shunfu Jin
2026	J	`jnl`	Pseudodata-guided Invariant Representation Learning Boosts the Out-of-Distribution Generalization in Enzymatic Kinetic Parameter Prediction. CoRR Haomin Wu, Zhiwei Nie, Hongyu Zhang, Zhixiang Ren
2026	J	`jnl`	RAL-Bench: Benchmarking for Application-Level Functional Correctness and Non-Functional Quality Attributes. CoRR Ruwei Pan, Yakun Zhang, Qingyuan Liang, Yueheng Zhu, Chao Liu, Lu Zhang, Hongyu Zhang
2026	J	`jnl`	RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation. IEEE Trans. Software Eng. Yanli Wang, Yanlin Wang, Suiquan Wang, Daya Guo, Jiachi Chen, John C. Grundy, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng
2026	J	`jnl`	Representation-Enhanced Cascading Multi-Level Interest Learning for Multi-Behavior Recommendation. ACM Trans. Inf. Syst. Hu Liu, Xiao Huang, Wei Zhou, Fengji Luo, Junhao Wen, Hongyu Zhang
2026	J	`jnl`	ShortCoder: Knowledge-Augmented Syntax Optimization for Token-Efficient Code Generation. CoRR Sicong Liu, Yanxian Huang, Mingwei Liu, Jiachi Chen, Ensheng Shi, Yuchi Ma, Hongyu Zhang, Yin Zhang, Yanlin Wang
2026	J	`jnl`	Steer Your Model: Secure Code Generation With Contrastive Decoding. IEEE Trans. Software Eng. Li Huang, Meng Yan, Tao Yin, Weifeng Sun, Zhongxin Liu, Hongyu Zhang, David Lo
2026	A*	`conf`	WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation. AAAI Zishan Shu, Juntong Wu, Wei Yan, Xudong Liu, Hongyu Zhang, Chang Liu, Youdong Mao, Jie Chen
2026	J	`jnl`	WaveFormer: Frequency-Time Decoupled Vision Modeling with Wave Equation. CoRR Zishan Shu, Juntong Wu, Wei Yan, Xudong Liu, Hongyu Zhang, Chang Liu, Youdong Mao, Jie Chen
2025	J	`jnl`	A Unified Peptide Generative Framework via a Weakly Order-Dependent Autoregressive Language Model and Lifelong Learning. J. Chem. Inf. Model. Zhiwei Nie, Daixi Li, Yutian Liu, Fan Xu, Hongyu Zhang, Xiansong Huang, Xudong Liu, Zhennan Wang, Yiming Ma, Yuxin Ye, Feng Yin, Wen-Bin Zhang, Zhixiang Ren, Zhihong Liu, Zigang Li, Jie Chen
2025	J	`jnl`	AdaCoder: An Adaptive Planning and Multi-Agent Framework for Function-Level Code Generation. CoRR Yueheng Zhu, Chao Liu, Xuan He, Xiaoxue Ren, Zhongxin Liu, Ruwei Pan, Hongyu Zhang
2025	C	`conf`	An empirical comparison of data transformation techniques for clustering-based unsupervised software defect prediction. APSEC Zhengxiang Chen, Zhiqiang Li, Hongyu Zhang, Jie Ren, Feng Tian
2025	A*	`conf`	BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings. AAAI Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
2025	A*	`conf`	Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers. ICSE Yuling Shi, Hongyu Zhang, Chengcheng Wan, Xiaodong Gu
2025	A	`conf`	Boosting Redundancy-Based Automated Program Repair by Fine-Grained Pattern Mining. ICSME Jiajun Jiang, Fengjie Li, Zijie Zhao, Zhirui Ye, Mengjiao Liu, Bo Wang, Hongyu Zhang, Junjie Chen
2025	J	`jnl`	CFG2AT: Control Flow Graph and Graph Attention Network-Based Software Defect Prediction. IEEE Trans. Reliab. Haiyang Liu, Zhiqiang Li, Hongyu Zhang, Xiao-Yuan Jing, Jinhui Liu
2025	J	`jnl`	Can Large Language Models Serve as Evaluators for Code Summarization? IEEE Trans. Software Eng. Yang Wu, Yao Wan, Zhaoyang Chu, Wenting Zhao, Ye Liu, Hongyu Zhang, Xuanhua Shi, Hai Jin, Philip S. Yu
2025	A*	`conf`	Can Large Language Models Understand Intermediate Representations in Compilers? ICML Hailong Jiang, Jianfeng Zhu, Yao Wan, Bo Fang, Hongyu Zhang, Ruoming Jin, Qiang Guan
2025	J	`jnl`	Can Large Language Models Understand Intermediate Representations? CoRR Hailong Jiang, Jianfeng Zhu, Yao Wan, Bo Fang, Hongyu Zhang, Ruoming Jin, Qiang Guan
2025	—	`conf`	CoSEFA: An LLM-Based Programming Assistant for Secure Code Generation via Supervised Co-Decoding. SIGSOFT FSE Companion Xuan He, Dong Li, Hao Wen, Yueheng Zhu, Chao Liu, Meng Yan, Hongyu Zhang
2025	J	`jnl`	Context-aware code summarization with multi-relational graph neural network. Autom. Softw. Eng. Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Yan Wang, Daya Guo, Shi Han, Hongyu Zhang, Dongmei Zhang
2025	J	`jnl`	DaiFu: In-Situ Crash Recovery for Deep Learning Systems. CoRR Zilong He, Pengfei Chen, Hongyu Zhang, Xiaoyun Li, Guangba Yu, Hongyang Chen, Zibin Zheng
2025	A*	`conf`	Dataflow-Guided Neuro-Symbolic Language Models for Type Inference. ICML Ge Li, Yao Wan, Hongyu Zhang, Zhou Zhao, Wenbin Jiang, Xuanhua Shi, Hai Jin, Zheng Wang
2025	J	`jnl`	Enabling Autonomic Microservice Management through Self-Learning Agents. CoRR Fenglin Yu, Fangkai Yang, Xiaoting Qin, Zhiyang Zhang, Jue Zhang, Qingwei Lin, Hongyu Zhang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2025	J	`jnl`	Ensembling Large Language Models for Code Vulnerability Detection: An Empirical Evaluation. CoRR Zhihong Sun, Jia Li, Yao Wan, Chuanyi Li, Hongyu Zhang, Zhi Jin, Ge Li, Hong Liu, Chen Lyu, Songlin Hu
2025	J	`jnl`	Exploring an Effective Approach to Acquire Meta-Knowledge for Low-Resource Few-Shot Relation Extraction. Expert Syst. J. Knowl. Eng. Jiao Luo, Wanli Li, Tieyun Qian, Hui Zheng, Hongyu Zhang, Zaiwen Feng
2025	B	`conf`	FedCSR: A Federated Framework for Multi-Platform Cross-Domain Sequential Recommendation with Dual Contrastive Learning. COLING Dongyi Zheng, Hongyu Zhang, Jianyang Zhai, Lin Zhong, Lingzhi Wang, Jiyuan Feng, Xiangke Liao, Yonghong Tian, Nong Xiao, Qing Liao
2025	—	`conf`	From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs. ACL (1) 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
2025	J	`jnl`	From Informal to Formal - Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs. CoRR 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
2025	A	`conf`	How to Select Pre-Trained Code Models for Reuse? A Learning Perspective. SANER Zhangqian Bi, Yao Wan, Zhaoyang Chu, Yufei Hu, Junyi Zhang, Hongyu Zhang, Guandong Xu, Hai Jin
2025	J	`jnl`	How to Select Pre-Trained Code Models for Reuse? A Learning Perspective. CoRR Zhangqian Bi, Yao Wan, Zhaoyang Chu, Yufei Hu, Junyi Zhang, Hongyu Zhang, Guandong Xu, Hai Jin
2025	A*	`conf`	HumanEvo: An Evolution-Aware Benchmark for More Realistic Evaluation of Repository-Level Code Generation. ICSE Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng
2025	J	`jnl`	Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis. ACM Trans. Softw. Eng. Methodol. Fengjie Li, Jiajun Jiang, Jiajun Sun, Hongyu Zhang
2025	J	`jnl`	Improving Compiler Bug Isolation by Leveraging Large Language Models. CoRR Yixian Qi, Jiajun Jiang, Fengjie Li, Bowen Chen, Hongyu Zhang, Junjie Chen
2025	J	`jnl`	LLMAID: Identifying AI Capabilities in Android Apps with LLMs. CoRR Pei Liu, Terry Yue Zhuo, Jiawei Deng, Thong James, Shidong Pan, Sherry Xu, Zhenchang Xing, Qinghua Lu, Xiaoning Du, Hongyu Zhang
2025	—	`conf`	LaTCoder: Converting Webpage Design to Code with Layout-as-Thought. KDD (2) 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
2025	J	`jnl`	LaTCoder: Converting Webpage Design to Code with Layout-as-Thought. CoRR 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
2025	A*	`conf`	LongCodeZip: Compress Long Context for Code Language Models. ASE Yuling Shi, Yichun Qian, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2025	J	`jnl`	LongCodeZip: Compress Long Context for Code Language Models. CoRR Yuling Shi, Yichun Qian, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2025	J	`jnl`	MINES: Explainable Anomaly Detection through Web API Invariant Inference. CoRR Wenjie Zhang, Yun Lin, Chun Fung Amos Kwok, Xiwen Teoh, Xiaofei Xie, Frank Liauw, Hongyu Zhang, Jin Song Dong
2025	J	`jnl`	MITU: Locating relevant tutorial fragments of APIs with multi-source API knowledge. J. Syst. Softw. Di Wu, Hongyu Zhang, Yang Feng, Zhenjiang Dong
2025	J	`jnl`	MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions. CoRR Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
2025	A	`conf`	MOCA-HESP: Meta High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-Ellipsoid Partitioning. ECAI Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
2025	J	`jnl`	MOCA-HESP: Meta High-dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-ellipsoid Partitioning. CoRR Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
2025	A*	`conf`	MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction. IJCAI Zishan Shu, Yufan Deng, Hongyu Zhang, Zhiwei Nie, Jie Chen
2025	J	`jnl`	MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction. CoRR Zishan Shu, Yufan Deng, Hongyu Zhang, Zhiwei Nie, Jie Chen
2025	J	`jnl`	MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation. CoRR Hongyu Zhang, Yufan Deng, Shenghai Yuan, Peng Jin, Zesen Cheng, Yian Zhao, Chang Liu, Jie Chen
2025	A*	`conf`	Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies. WWW Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2025	J	`jnl`	Multivariate Time Series Anomaly Detection by Capturing Coarse-Grained Intra- and Inter-Variate Dependencies. CoRR Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2025	J	`jnl`	OmniESI: A unified framework for enzyme-substrate interaction prediction with progressive conditional deep learning. CoRR Zhiwei Nie, Hongyu Zhang, Hao Jiang, Yutian Liu, Xiansong Huang, Fan Xu, Jie Fu, Zhixiang Ren, Yonghong Tian, Wen-Bin Zhang, Jie Chen
2025	J	`jnl`	OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution. CoRR Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng
2025	J	`jnl`	OmniGIRL: A Multilingual and Multimodal Benchmark for GitHub Issue Resolution. Proc. ACM Softw. Eng. Lianghong Guo, Wei Tao, Runhan Jiang, Yanlin Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng
2025	J	`jnl`	On the Effectiveness of Large Language Models in Domain-Specific Code Generation. ACM Trans. Softw. Eng. Methodol. Xiaodong Gu, Meng Chen, Yalan Lin, Yuhan Hu, Hongyu Zhang, Chengcheng Wan, Zhao Wei, Yong Xu, Juhong Wang
2025	J	`jnl`	Pruning the Unsurprising: Efficient Code Reasoning via First-Token Surprisal. CoRR Wenhao Zeng, Yaoning Wang, Chao Hu, Yuling Shi, Chengcheng Wan, Hongyu Zhang, Xiaodong Gu
2025	—	`conf`	RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data. WWW (Companion Volume) Luan Pham, Hongyu Zhang, Huong Ha, Flora Salim, Xiuzhen Zhang
2025	—	`conf`	Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation. SIGSOFT FSE Companion Haoxiang Lin, Yang Wang, Yanjie Gao, Hongyu Zhang, Ming Wu, Mao Yang
2025	A*	`conf`	Repository-Level Graph Representation Learning for Enhanced Security Patch Detection. ICSE Xin-Cheng Wen, Zirui Lin, Cuiyun Gao, Hongyu Zhang, Yong Wang, Qing Liao
2025	J	`jnl`	Retrieval-Augmented Fine-Tuning for Improving Retrieve-and-Edit Based Assertion Generation. IEEE Trans. Software Eng. Hongyan Li, Weifeng Sun, Meng Yan, Ling Xu, Qiang Li, Xiaohong Zhang, Hongyu Zhang
2025	A*	`conf`	SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing. ICSE Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2025	J	`jnl`	SPENCER: Self-Adaptive Model Distillation for Efficient Code Retrieval. CoRR Wenchao Gu, Zongyi Lyu, Yanlin Wang, Hongyu Zhang, Cuiyun Gao, Michael R. Lyu
2025	J	`jnl`	Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning. CoRR Zhaoyang Chu, Yao Wan, Zhikun Zhang, Di Wang, Zhou Yang, Hongyu Zhang, Pan Zhou, Xuanhua Shi, Hai Jin, David Lo
2025	—	`conf`	Sign2Vis: Automated Data Visualization from Sign Language. ACL (Findings) Yao Wan, Yang Wu, Zhen Li, Guobiao Zhang, Hongyu Zhang, Zhou Zhao, Hai Jin, April Yi Wang
2025	J	`jnl`	SimpleDevQA: Benchmarking Large Language Models on Development Knowledge QA. CoRR Jing Zhang, Lianghong Guo, Yanlin Wang, Mingwei Liu, Jiachi Chen, Yuchi Ma, Ensheng Shi, Terry Yue Zhuo, Hongyu Zhang, Zibin Zheng
2025	—	`conf`	SoTaNa: An Open-Source Software Engineering Instruction-Tuned Model. Forge@ICSE Ensheng Shi, Yanlin Wang, Fengji Zhang, Bei Chen, Hongyu Zhang, Yanli Wang, Daya Guo, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2025	J	`jnl`	Solving the ACM Trans. Softw. Eng. Methodol. Chuan Luo, Jianping Song, Qiyuan Zhao, Binqi Sun, Junjie Chen, Hongyu Zhang, Jinkun Lin, Chunming Hu
2025	A*	`conf`	Source Code Summarization in the Era of Large Language Models. ICSE Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, Zhenyu Chen
2025	J	`jnl`	The impact of unsupervised feature selection techniques on the performance and interpretation of defect prediction models. Autom. Softw. Eng. Zhiqiang Li, Wenzhi Zhu, Hongyu Zhang, Yuantian Miao, Jie Ren
2025	A*	`conf`	Towards High-Strength Combinatorial Interaction Testing for Highly Configurable Software Systems. ICSE Chuan Luo, Shuangyu Lyu, Wei Wu, Hongyu Zhang, Dianhui Chu, Chunming Hu
2025	J	`jnl`	Towards an Understanding of Context Utilization in Code Intelligence. CoRR Yanlin Wang, Kefeng Duan, Dewu Zheng, Ensheng Shi, Fengji Zhang, Yanli Wang, Jiachi Chen, Xilin Liu, Yuchi Ma, Hongyu Zhang, Qianxiang Wang, Zibin Zheng
2025	A*	`conf`	Transplant Then Regenerate: A New Paradigm for Text Data Augmentation. EMNLP Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2025	J	`jnl`	Transplant Then Regenerate: A New Paradigm for Text Data Augmentation. CoRR Guangzhan Wang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2025	A*	`conf`	UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs. WWW Yi Gui, Yao Wan, Zhen Li, Zhongyi Zhang, Dongping Chen, Hongyu Zhang, Yi Su, Bohua Chen, Xing Zhou, Wenbin Jiang, Xiangliang Zhang
2025	J	`jnl`	UICopilot: Automating UI Synthesis via Hierarchical Code Generation from Webpage Designs. CoRR Yi Gui, Zhen Li, Zhongyi Zhang, Yao Wan, Dongping Chen, Hongyu Zhang, Yi Su, Bohua Chen, Xing Zhou, Wenbin Jiang, Xiangliang Zhang
2025	J	`jnl`	Unsupervised Software Defect Prediction Through Multiview Clustering. IEEE Trans. Reliab. Zhiqiang Li, Hongyu Zhang, Xiao-Yuan Jing, Wangyang Yu, Yueyue Liu
2025	J	`jnl`	Weakly Supervised Vulnerability Localization via Multiple Instance Learning. CoRR Wenchao Gu, Yupan Chen, Yanlin Wang, Hongyu Zhang, Cuiyun Gao, Michael R. Lyu
2025	A*	`conf`	WebCode2M: A Real-World Dataset for Code Generation from Webpage Designs. WWW 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
2025	—	`conf`	dl²: Detecting Communication Deadlocks in Deep Learning Jobs. SIGSOFT FSE Companion Yanjie Gao, Jiyu Luo, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
2025	—	`conf`	nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow. ACL (1) Geliang Ouyang, Jingyao Chen, Zhihe Nie, Yi Gui, Yao Wan, Hongyu Zhang, Dongping Chen
2025	J	`jnl`	nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow. CoRR Geliang Ouyang, Jingyao Chen, Zhihe Nie, Yi Gui, Yao Wan, Hongyu Zhang, Dongping Chen
2024	J	`jnl`	A New Look and Convergence Rate of Federated Multitask Learning With Laplacian Regularization. IEEE Trans. Neural Networks Learn. Syst. Canh T. Dinh, Tung Thanh Vu, Nguyen Hoang Tran, Minh N. Dao, Hongyu Zhang
2024	—	`conf`	An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions. SIGSOFT FSE Companion Chao Liu, Xindong Zhang, Hongyu Zhang, Zhiyuan Wan, Zhan Huang, Meng Yan
2024	A*	`conf`	An Empirical Study on Low GPU Utilization of Deep Learning Jobs. ICSE 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
2024	J	`jnl`	An empirical study of data sampling techniques for just-in-time software defect prediction. Autom. Softw. Eng. Zhiqiang Li, Qiannan Du, Hongyu Zhang, Xiao-Yuan Jing, Fei Wu
2024	J	`jnl`	Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. CoRR Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
2024	J	`jnl`	Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study. Proc. ACM Manag. Data Yang Wu, Yao Wan, Hongyu Zhang, Yulei Sui, Wucai Wei, Wei Zhao, Guandong Xu, Hai Jin
2024	J	`jnl`	Automatic recognizing relevant fragments of APIs using API references. Autom. Softw. Eng. Di Wu, Yang Feng, Hongyu Zhang, Baowen Xu
2024	J	`jnl`	BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection. CoRR Luan Pham, Huong Ha, Hongyu Zhang
2024	J	`jnl`	BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection. Proc. ACM Softw. Eng. Luan Pham, Huong Ha, Hongyu Zhang
2024	J	`jnl`	BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace Embeddings. CoRR Lam Ngo, Huong Ha, Jeffrey Chan, Hongyu Zhang
2024	J	`jnl`	Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers. CoRR Yuling Shi, Hongyu Zhang, Chengcheng Wan, Xiaodong Gu
2024	A	`conf`	Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems. ISSTA Chuan Luo, Shuangyu Lyu, Qiyuan Zhao, Wei Wu, Hongyu Zhang, Chunming Hu
2024	A	`conf`	Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code. ISSTA Yujia Chen, Cuiyun Gao, Zezhou Yang, Hongyu Zhang, Qing Liao
2024	J	`jnl`	Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code. CoRR Yujia Chen, Cuiyun Gao, Zezhou Yang, Hongyu Zhang, Qing Liao
2024	A	`conf`	CPLS: Optimizing the Assignment of LLM Queries. ICSME Yueyue Liu, Hongyu Zhang, Zhiqiang Li, Yuantian Miao
2024	J	`jnl`	Can Large Language Models Serve as Evaluators for Code Summarization? CoRR Yang Wu, Yao Wan, Zhaoyang Chu, Wenting Zhao, Ye Liu, Hongyu Zhang, Xuanhua Shi, Philip S. Yu
2024	—	`conf`	CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code. EMNLP (Findings) Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun
2024	J	`jnl`	CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code. CoRR Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun
2024	A*	`conf`	DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions. ICSE Zhiwei Xu, Shaohua Qiang, Dinghong Song, Min Zhou, Hai Wan, Xibin Zhao, Ping Luo, Hongyu Zhang
2024	J	`jnl`	Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit. CoRR Yao Wan, Yang He, Zhangqian Bi, Jianguo Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin, Philip S. Yu
2024	J	`jnl`	Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit. ACM Comput. Surv. Yao Wan, Zhangqian Bi, Yang He, Jianguo Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin, Philip S. Yu
2024	A*	`conf`	Demonstration-Free: Towards More Practical Log Parsing with Large Language Models. ASE Yi Xiao, Van-Hoang Le, Hongyu Zhang
2024	A*	`conf`	Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality. ASE Yifan Liao, Ming Xu, Yun Lin, Xiwen Teoh, Xiaofei Xie, Ruitao Feng, Frank Liaw, Hongyu Zhang, Jin Song Dong
2024	J	`jnl`	Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach. CoRR Yao Wan, Guanghua Wan, Shijie Zhang, Hongyu Zhang, Pan Zhou, Hai Jin, Lichao Sun
2024	A	`conf`	Efficient Log-based Anomaly Detection with Knowledge Distillation. ICWS Huy-Trung Nguyen, Lam-Vien Nguyen, Van-Hoang Le, Hongyu Zhang, Manh-Trung Le
2024	—	`conf`	Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. LREC/COLING Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin
2024	J	`jnl`	Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. CoRR Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin
2024	A	`conf`	FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning. SDM Hongyu Zhang, Dongyi Zheng, Xu Yang, Jiyuan Feng, Qing Liao
2024	—	`conf`	FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling. ECML/PKDD (1) Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing Feng, Qing Liao
2024	J	`jnl`	FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal Decoupling. CoRR Hongyu Zhang, Dongyi Zheng, Lin Zhong, Xu Yang, Jiyuan Feng, Yunqing Feng, Qing Liao
2024	J	`jnl`	Generative AI: Redefining the Future of Software Engineering. IEEE Softw. Anita D. Carleton, Davide Falessi, Hongyu Zhang, Xin Xia
2024	A	`conf`	Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation. ISSTA Zhaoyang Chu, Yao Wan, Qian Li, Yang Wu, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
2024	J	`jnl`	Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation. CoRR Zhaoyang Chu, Yao Wan, Qian Li, Yang Wu, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
2024	A	`conf`	Guiding ChatGPT for Better Code Generation: An Empirical Study. SANER Chao Liu, Xuanlin Bao, Hongyu Zhang, Neng Zhang, Haibo Hu, Xiaohong Zhang, Meng Yan
2024	J	`jnl`	High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy. CoRR Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang
2024	J	`jnl`	High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy. Trans. Mach. Learn. Res. Lam Ngo, Huong Ha, Jeffrey Chan, Vu Nguyen, Hongyu Zhang
2024	J	`jnl`	How Well Do LLMs Generate Code for Different Application Domains? Benchmark and Evaluation. CoRR Dewu Zheng, Yanlin Wang, Ensheng Shi, Hongyu Zhang, Zibin Zheng
2024	J	`jnl`	Hybrid Automated Program Repair by Combining Large Language Models and Program Analysis. CoRR Fengjie Li, Jiajun Jiang, Jiajun Sun, Hongyu Zhang
2024	J	`jnl`	IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. CoRR Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu
2024	J	`jnl`	IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. Proc. ACM Softw. Eng. Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu
2024	—	`conf`	Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback. ACL (Findings) Zhangqian Bi, Yao Wan, Zheng Wang, Hongyu Zhang, Batu Guan, Fangxin Lu, Zili Zhang, Yulei Sui, Hai Jin, Xuanhua Shi
2024	J	`jnl`	Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback. CoRR Zhangqian Bi, Yao Wan, Zheng Wang, Hongyu Zhang, Batu Guan, Fangxin Lu, Zili Zhang, Yulei Sui, Xuanhua Shi, Hai Jin
2024	J	`jnl`	KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation. CoRR Wei Tao, Yucheng Zhou, Yanlin Wang, Hongyu Zhang, Haofen Wang, Wenqiang Zhang
2024	J	`jnl`	KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation. ACM Trans. Softw. Eng. Methodol. Wei Tao, Yucheng Zhou, Yanlin Wang, Hongyu Zhang, Haofen Wang, Wenqiang Zhang
2024	—	`conf`	Local Search-based Approach for Cost-effective Job Assignment on Large Language Models. GECCO Companion Yueyue Liu, Hongyu Zhang, Van-Hoang Le, Yuantian Miao, Zhiqiang Li
2024	J	`jnl`	LogSD: Detecting Anomalies from System Logs through Self-Supervised Learning and Frequency-Based Masking. Proc. ACM Softw. Eng. Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2024	J	`jnl`	LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking. CoRR Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2024	A*	`conf`	LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. ICSE Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
2024	A*	`conf`	MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution. NeurIPS Wei Tao, Yucheng Zhou, Yanlin Wang, Wenqiang Zhang, Hongyu Zhang, Yu Cheng
2024	J	`jnl`	MTL-TRANSFER: Leveraging Multi-task Learning and Transferred Knowledge for Improving Fault Localization and Program Repair. ACM Trans. Softw. Eng. Methodol. Xu Wang, Hongwei Yu, Xiangxin Meng, Hongliang Cao, Hongyu Zhang, Hailong Sun, Xudong Liu, Chunming Hu
2024	J	`jnl`	Method-Level Test-to-Code Traceability Link Construction by Semantic Correlation Learning. IEEE Trans. Software Eng. Weifeng Sun, Zhenting Guo, Meng Yan, Zhongxin Liu, Yan Lei, Hongyu Zhang
2024	A*	`conf`	Modularizing while Training: A New Paradigm for Modularizing DNN Models. ICSE Binhang Qi, Hailong Sun, Hongyu Zhang, Ruobing Zhao, Xiang Gao
2024	J	`jnl`	Multi-Objective Fine-Tuning for Enhanced Program Repair with LLMs. CoRR Boyang Yang, Haoye Tian, Jiadong Ren, Hongyu Zhang, Jacques Klein, Tegawendé F. Bissyandé, Claire Le Goues, Shunfu Jin
2024	—	`conf`	NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. EACL (Findings) Wei Zhao, Zhitao Hou, Siyuan Wu, Yang Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
2024	J	`jnl`	NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries. CoRR Wei Zhao, Zhitao Hou, Siyuan Wu, Yan Gao, Haoyu Dong, Yao Wan, Hongyu Zhang, Yulei Sui, Haidong Zhang
2024	A	`conf`	OptLLM: Optimal Assignment of Queries to Large Language Models. ICWS Yueyue Liu, Hongyu Zhang, Yuantian Miao, Van-Hoang Le, Zhiqiang Li
2024	J	`jnl`	OptLLM: Optimal Assignment of Queries to Large Language Models. CoRR Yueyue Liu, Hongyu Zhang, Yuantian Miao, Van-Hoang Le, Zhiqiang Li
2024	A	`conf`	Optimizing the Utilization of Large Language Models via Schedule Optimization: An Exploratory Study. ESEM Yueyue Liu, Hongyu Zhang, Zhiqiang Li, Yuantian Miao
2024	J	`jnl`	PreLog: A Pre-trained Model for Log Analytics. Proc. ACM Manag. Data Van-Hoang Le, Hongyu Zhang
2024	J	`jnl`	RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data. CoRR Luan Pham, Hongyu Zhang, Huong Ha, Flora D. Salim, Xiuzhen Zhang
2024	J	`jnl`	RepoTransBench: A Real-World Benchmark for Repository-Level Code Translation. CoRR Yanli Wang, Yanlin Wang, Suiquan Wang, Daya Guo, Jiachi Chen, John C. Grundy, Xilin Liu, Yuchi Ma, Mingzhi Mao, Hongyu Zhang, Zibin Zheng
2024	J	`jnl`	Repository-Level Graph Representation Learning for Enhanced Security Patch Detection. CoRR Xin-Cheng Wen, Zirui Lin, Cuiyun Gao, Hongyu Zhang, Yong Wang, Qing Liao
2024	J	`jnl`	Reusing Convolutional Neural Network Models through Modularization and Composition. ACM Trans. Softw. Eng. Methodol. Binhang Qi, Hailong Sun, Hongyu Zhang, Xiang Gao
2024	A*	`conf`	Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We? ASE Luan Pham, Huong Ha, Hongyu Zhang
2024	J	`jnl`	Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We? CoRR Luan Pham, Huong Ha, Hongyu Zhang
2024	J	`jnl`	SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing. CoRR Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu
2024	A*	`conf`	Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. ASE Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu
2024	J	`jnl`	Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. CoRR Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu
2024	J	`jnl`	Source Code Summarization in the Era of Large Language Models. CoRR Weisong Sun, Yun Miao, Yuekang Li, Hongyu Zhang, Chunrong Fang, Yi Liu, Gelei Deng, Yang Liu, Zhenyu Chen
2024	A	`conf`	SparseCoder: Identifier-Aware Sparse Transformer for File- Level Code Summarization. SANER Yanlin Wang, Yanxian Huang, Daya Guo, Hongyu Zhang, Zibin Zheng
2024	J	`jnl`	SparseCoder: Identifier-Aware Sparse Transformer for File-Level Code Summarization. CoRR Yanlin Wang, Yanxian Huang, Daya Guo, Hongyu Zhang, Zibin Zheng
2024	J	`jnl`	Stronger, Cheaper and Demonstration-Free Log Parsing with LLMs. CoRR Yi Xiao, Van-Hoang Le, Hongyu Zhang
2024	—	`conf`	Tackling Long Code Search with Splitting, Encoding, and Aggregating. LREC/COLING Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Dongmei Zhang, Xirong Li
2024	J	`jnl`	The future of API analytics. Autom. Softw. Eng. Di Wu, Hongyu Zhang, Yang Feng, Zhenjiang Dong, Ying Sun
2024	J	`jnl`	Towards more realistic evaluation of LLM-based code generation: an experimental study and beyond. CoRR Dewu Zheng, Yanlin Wang, Ensheng Shi, Ruikai Zhang, Yuchi Ma, Hongyu Zhang, Zibin Zheng
2024	J	`jnl`	Try with Simpler - An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection. ACM Trans. Softw. Eng. Methodol. Lin Yang, Junjie Chen, Shutao Gao, Zhihao Gong, Hongyu Zhang, Yue Kang, Huaan Li
2024	J	`jnl`	VISION2UI: A Real-World Dataset with Layout for Code Generation from UI Designs. CoRR Yi Gui, Zhen Li, Yao Wan, Yemin Shi, Hongyu Zhang, Yi Su, Shaoling Dong, Xing Zhou, Wenbin Jiang
2024	A	`conf`	When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention. ISSTA Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
2024	J	`jnl`	When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention. CoRR Lianghong Guo, Yanlin Wang, Ensheng Shi, Wanjun Zhong, Hongyu Zhang, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng
2024	J	`jnl`	You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search. CoRR Yanlin Wang, Lianghong Guo, Ensheng Shi, Wenqing Chen, Jiachi Chen, Wanjun Zhong, Menghan Wang, Hui Li, Hongyu Zhang, Ziyu Lyu, Zibin Zheng
2023	—	`conf`	An Empirical Study on Quality Issues of Deep Learning Platform. ICSE-SEIP Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang
2023	J	`jnl`	An Evaluation of Log Parsing with ChatGPT. CoRR Van-Hoang Le, Hongyu Zhang
2023	A	`conf`	Bi-channel Multiple Sparse Graph Attention Networks for Session-based Recommendation. CIKM Shutong Qiao, Wei Zhou, Junhao Wen, Hongyu Zhang, Min Gao
2023	—	`conf`	CAmpactor: A Novel and Effective Local Search Algorithm for Optimizing Pairwise Covering Arrays. ESEC/SIGSOFT FSE Qiyuan Zhao, Chuan Luo, Shaowei Cai, Wei Wu, Jinkun Lin, Hongyu Zhang, Chunming Hu
2023	—	`conf`	CONAN: Diagnosing Batch Failures for Cloud Systems. ICSE-SEIP Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023	J	`jnl`	Challenging Machine Learning-Based Clone Detectors via Semantic-Preserving Code Transformations. IEEE Trans. Software Eng. Weiwei Zhang, Shengjian Guo, Hongyu Zhang, Yulei Sui, Yinxing Xue, Yun Xu
2023	J	`jnl`	CoCoAST: Representing Source Code via Hierarchical Splitting and Reconstruction of Abstract Syntax Trees. Empir. Softw. Eng. Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023	A*	`conf`	CoCoSoDa: Effective Contrastive Learning for Code Search. ICSE Ensheng Shi, Yanlin Wang, Wenchao Gu, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023	J	`jnl`	DSSDPP: Data Selection and Sampling Based Domain Programming Predictor for Cross-Project Defect Prediction. IEEE Trans. Software Eng. Zhiqiang Li, Hongyu Zhang, Xiao-Yuan Jing, Juanying Xie, Min Guo, Jie Ren
2023	A	`conf`	Detecting Condition-Related Bugs with Control Flow Graph Neural Network. ISSTA Jian Zhang, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu, Chunming Hu, Yang Liu
2023	—	`conf`	EDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction. WWW (Companion Volume) Qingwei Lin, Tianci Li, Pu Zhao, Yudong Liu, Minghua Ma, Lingling Zheng, Murali Chintalapati, Bo Liu, Paul Wang, Hongyu Zhang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2023	J	`jnl`	EnCoSum: enhanced semantic features for multi-scale multi-modal source code summarization. Empir. Softw. Eng. Yuexiu Gao, Hongyu Zhang, Chen Lyu
2023	J	`jnl`	Enhancing Redundancy-based Automated Program Repair by Fine-grained Pattern Mining. CoRR Jiajun Jiang, Zijie Zhao, Zhirui Ye, Bo Wang, Hongyu Zhang, Junjie Chen
2023	J	`jnl`	FedDCSR: Federated Cross-domain Sequential Recommendation via Disentangled Representation Learning. CoRR Hongyu Zhang, Dongyi Zheng, Xu Yang, Jiyuan Feng, Qing Liao
2023	J	`jnl`	Improving ChatGPT Prompt for Code Generation. CoRR Chao Liu, Xuanlin Bao, Hongyu Zhang, Neng Zhang, Haibo Hu, Xiaohong Zhang, Meng Yan
2023	A*	`conf`	Incident-aware Duplicate Ticket Aggregation for Cloud Systems. ICSE Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
2023	J	`jnl`	Incident-aware Duplicate Ticket Aggregation for Cloud Systems. CoRR Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
2023	A*	`conf`	Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models. ICSE Shuzheng Gao, Hongyu Zhang, Cuiyun Gao, Chaozheng Wang
2023	J	`jnl`	Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models. CoRR Shuzheng Gao, Hongyu Zhang, Cuiyun Gao, Chaozheng Wang
2023	J	`jnl`	Leveraging Stack Overflow to detect relevant tutorial fragments of APIs. Empir. Softw. Eng. Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Yuming Zhou, Baowen Xu
2023	A*	`conf`	Log Parsing with Prompt-based Few-shot Learning. ICSE Van-Hoang Le, Hongyu Zhang
2023	J	`jnl`	Log Parsing with Prompt-based Few-shot Learning. CoRR Van-Hoang Le, Hongyu Zhang
2023	A*	`conf`	Log Parsing: How Far Can ChatGPT Go? ASE Van-Hoang Le, Hongyu Zhang
2023	J	`jnl`	LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. CoRR Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen
2023	J	`jnl`	Modularizing while Training: a New Paradigm for Modularizing DNN Models. CoRR Binhang Qi, Hailong Sun, Hongyu Zhang, Ruobing Zhao, Xiang Gao
2023	J	`jnl`	On the Effectiveness of Large Language Models in Domain-Specific Code Generation. CoRR Meng Chen, Yalan Lin, Yuhan Hu, Hongyu Zhang, Chengcheng Wan, Zhao Wei, Yong Xu, Juhong Wang, Xiaodong Gu
2023	J	`jnl`	Prompt Tuning in Code Intelligence: An Experimental Evaluation. IEEE Trans. Software Eng. Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu
2023	J	`jnl`	Provably Efficient Bayesian Optimization with Unbiased Gaussian Process Hyperparameter Estimation. CoRR Huong Ha, Vu Nguyen, Hongyu Zhang, Anton van den Hengel
2023	J	`jnl`	Retrieving API Knowledge from Tutorials and Stack Overflow Based on Natural Language Queries. ACM Trans. Softw. Eng. Methodol. Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Yang Feng, Haowen Chen, Yuming Zhou, Baowen Xu
2023	J	`jnl`	Reusing Convolutional Neural Network Models through Modularization and Composition. CoRR Binhang Qi, Hailong Sun, Hongyu Zhang, Xiang Gao
2023	A*	`conf`	Reusing Deep Neural Network Models through Model Re-engineering. ICSE Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang, Zhaotian Li, Xudong Liu
2023	J	`jnl`	Reusing Deep Neural Network Models through Model Re-engineering. CoRR Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang, Zhaotian Li, Xudong Liu
2023	A	`conf`	Revisiting Code Search in a Two-Stage Paradigm. WSDM Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang
2023	A*	`conf`	Revisiting and Improving Retrieval-Augmented Deep Assertion Generation. ASE Weifeng Sun, Hongyan Li, Meng Yan, Yan Lei, Hongyu Zhang
2023	J	`jnl`	Revisiting and Improving Retrieval-Augmented Deep Assertion Generation. CoRR Weifeng Sun, Hongyan Li, Meng Yan, Yan Lei, Hongyu Zhang
2023	—	`conf`	Runtime Performance Prediction for Deep Learning Models with Graph Neural Network. ICSE-SEIP Yanjie Gao, Xianyu Gu, Hongyu Zhang, Haoxiang Lin, Mao Yang
2023	J	`jnl`	Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs. Autom. Softw. Eng. Bo Zhang, Hongyu Zhang, Van-Hoang Le, Pablo Moscato, Aozhong Zhang
2023	J	`jnl`	SoTaNa: The Open-Source Software Development Assistant. CoRR Ensheng Shi, Fengji Zhang, Yanlin Wang, Bei Chen, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2023	A*	`conf`	Template-based Neural Program Repair. ICSE Xiangxin Meng, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu, Chunming Hu
2023	A	`conf`	Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond. ISSTA Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023	J	`jnl`	Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond. CoRR Ensheng Shi, Yanlin Wang, Hongyu Zhang, Lun Du, Shi Han, Dongmei Zhang, Hongbin Sun
2023	—	`conf`	TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems. ICSE-SEIP Zhengran Zeng, Yuqun Zhang, Yong Xu, Minghua Ma, Bo Qiao, Wentao Zou, Qingjun Chen, Meng Zhang, Xu Zhang, Hongyu Zhang, Xuedong Gao, Hao Fan, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang
2023	—	`conf`	Uncovering Limitations in Text-to-Image Generation: A Contrastive Approach with Structured Semantic Alignment. EMNLP (Findings) Qianyu Feng, Yulei Sui, Hongyu Zhang
2023	J	`jnl`	Understanding and predicting incident mitigation time. Inf. Softw. Technol. WeiJing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Zan Wang
2023	A*	`conf`	Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning. ICSE Xin-Cheng Wen, Yupan Chen, Cuiyun Gao, Hongyu Zhang, Jie M. Zhang, Qing Liao
2023	J	`jnl`	Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning. CoRR Xin-Cheng Wen, Yupan Chen, Cuiyun Gao, Hongyu Zhang, Jie M. Zhang, Qing Liao
2023	A*	`conf`	What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs? ASE Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, Michael R. Lyu
2023	A	`conf`	What are Pros and Cons? Stance Detection and Summarization on Feature Request. ESEM Yawen Wang, Junjie Wang, Hongyu Zhang, Kairui Wang, Qing Wang
2023	A	`conf`	You Augment Me: Exploring ChatGPT-based Data Augmentation for Semantic Code Search. ICSME Yanlin Wang, Lianghong Guo, Ensheng Shi, Wenqing Chen, Jiachi Chen, Wanjun Zhong, Menghan Wang, Hui Li, Hongyu Zhang, Ziyu Lyu, Zibin Zheng
2023	—	`conf`	xASTNN: Improved Code Representations for Industrial Practice. ESEC/SIGSOFT FSE Zhiwei Xu, Min Zhou, Xibin Zhao, Yang Chen, Xi Cheng, Hongyu Zhang
2023	J	`jnl`	xASTNN: Improved Code Representations for Industrial Practice. CoRR Zhiwei Xu, Min Zhou, Xibin Zhao, Yang Chen, Xi Cheng, Hongyu Zhang
2022	C	`conf`	A Collaboration-Aware Approach to Profiling Developer Expertise with Cross-Community Data. QRS Xiaotao Song, Jiafei Yan, Yuexin Huang, Hailong Sun, Hongyu Zhang
2022	J	`jnl`	A large-scale empirical study of commit message generation: models, datasets and evaluation. Empir. Softw. Eng. Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2022	—	`conf`	Accelerating Code Search with Deep Hashing and Code Classification. ACL (1) Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu
2022	J	`jnl`	Accelerating Code Search with Deep Hashing and Code Classification. CoRR Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu
2022	A*	`conf`	Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. ICSE Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, Michael R. Lyu
2022	J	`jnl`	Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. CoRR Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2022	—	`conf`	An empirical investigation of missing data handling in cloud node failure prediction. ESEC/SIGSOFT FSE Minghua Ma, Yudong Liu, Yuang Tong, Haozhe Li, Pu Zhao, Yong Xu, Hongyu Zhang, Shilin He, Lu Wang, Yingnong Dang, Saravanakumar Rajmohan, Qingwei Lin
2022	J	`jnl`	Cross-Domain Deep Code Search with Few-Shot Meta Learning. CoRR Yitian Chai, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2022	A*	`conf`	Cross-Domain Deep Code Search with Meta Learning. ICSE Yitian Chai, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2022	A	`conf`	Cross-Language Binary-Source Code Matching with Intermediate Representations. SANER Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin
2022	J	`jnl`	Cross-Language Binary-Source Code Matching with Intermediate Representations. CoRR Yi Gui, Yao Wan, Hongyu Zhang, Huifang Huang, Yulei Sui, Guandong Xu, Zhiyuan Shao, Hai Jin
2022	J	`jnl`	Diet Code is Healthy: Simplifying Programs for Pre-Trained Models of Code. CoRR Zhaowei Zhang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2022	—	`conf`	Diet code is healthy: simplifying programs for pre-trained models of code. ESEC/SIGSOFT FSE Zhaowei Zhang, Hongyu Zhang, Beijun Shen, Xiaodong Gu
2022	J	`jnl`	DreamLoc: A Deep Relevance Matching-Based Framework for bug Localization. IEEE Trans. Reliab. Binhang Qi, Hailong Sun, Wei Yuan, Hongyu Zhang, Xiangxin Meng
2022	J	`jnl`	ECMG: Exemplar-based Commit Message Generation. CoRR Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022	J	`jnl`	Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances. CoRR Minghua Ma, Zhao Tian, Max Hort, Federica Sarro, Hongyu Zhang, Qingwei Lin, Dongmei Zhang
2022	J	`jnl`	Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation. CoRR Ensheng Shi, Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022	J	`jnl`	Exploring Representation-Level Augmentation for Code Search. CoRR Haochen Li, Chunyan Miao, Cyril Leung, Yanxian Huang, Yuan Huang, Hongyu Zhang, Yanlin Wang
2022	A*	`conf`	Exploring Representation-level Augmentation for Code Search. EMNLP Haochen Li, Chunyan Miao, Cyril Leung, Yanxian Huang, Yuan Huang, Hongyu Zhang, Yanlin Wang
2022	J	`jnl`	HELoC: Hierarchical Contrastive Learning of Source Code Representation. CoRR Xiao Wang, Qiong Wu, Hongyu Zhang, Chen Lyu, Xue Jiang, Zhuoran Zheng, Lei Lyu, Songlin Hu
2022	A	`conf`	HELoC: hierarchical contrastive learning of source code representation. ICPC Xiao Wang, Qiong Wu, Hongyu Zhang, Chen Lyu, Xue Jiang, Zhuoran Zheng, Lei Lyu, Songlin Hu
2022	A*	`conf`	Improving Fault Localization and Program Repair with Deep Semantic Features and Transferred Knowledge. ICSE Xiangxin Meng, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu
2022	A	`conf`	LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries. MSR Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
2022	J	`jnl`	LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries. CoRR Wei Tang, Yanlin Wang, Hongyu Zhang, Shi Han, Ping Luo, Dongmei Zhang
2022	A*	`conf`	Log-based Anomaly Detection with Deep Learning: How Far Are We? ICSE Van-Hoang Le, Hongyu Zhang
2022	J	`jnl`	Log-based Anomaly Detection with Deep Learning: How Far Are We? CoRR Van-Hoang Le, Hongyu Zhang
2022	J	`jnl`	LogGD: Detecting Anomalies from System Logs by Graph Neural Networks. CoRR Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2022	C	`conf`	LogGD: Detecting Anomalies from System Logs with Graph Neural Networks. QRS Yongzheng Xie, Hongyu Zhang, Muhammad Ali Babar
2022	J	`jnl`	Long Code for Code Search. CoRR Fan Hu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Xirong Li
2022	A*	`conf`	Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems. KDD Yudong Liu, Hailan Yang, Pu Zhao, Minghua Ma, Chengwu Wen, Hongyu Zhang, Chuan Luo, Qingwei Lin, Chang Yi, Jiaojian Wang, Chenjian Zhang, Paul Wang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2022	A*	`conf`	NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365. KDD Lu Wang, Pu Zhao, Chao Du, Chuan Luo, Mengna Su, Fangkai Yang, Yudong Liu, Qingwei Lin, Min Wang, Yingnong Dang, Hongyu Zhang, Saravan Rajmohan, Dongmei Zhang
2022	—	`conf`	NaturalCC: An Open-Source Toolkit for Code Intelligence. ICSE-Companion Yao Wan, Yang He, Zhangqian Bi, Jianguo Zhang, Yulei Sui, Hongyu Zhang, Kazuma Hashimoto, Hai Jin, Guandong Xu, Caiming Xiong, Philip S. Yu
2022	J	`jnl`	No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence. CoRR Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu
2022	—	`conf`	No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence. ESEC/SIGSOFT FSE Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu
2022	A*	`conf`	On the Evaluation of Neural Code Summarization. ICSE Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2022	A*	`conf`	Patching Weak Convolutional Neural Network Models through Modularization and Composition. ASE Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang
2022	J	`jnl`	Patching Weak Convolutional Neural Network Models through Modularization and Composition. CoRR Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang
2022	A*	`conf`	RACE: Retrieval-augmented Commit Message Generation. EMNLP Ensheng Shi, Yanlin Wang, Wei Tao, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2022	A*	`conf`	REFTY: Refinement Types for Valid Deep Learning Models. ICSE Yanjie Gao, Zhengxian Li, Haoxiang Lin, Hongyu Zhang, Ming Wu, Mao Yang
2022	J	`jnl`	Revisiting Code Search in a Two-Stage Paradigm. CoRR Fan Hu, Yanlin Wang, Lun Du, Xirong Li, Hongyu Zhang, Shi Han, Dongmei Zhang
2022	—	`conf`	SPINE: a scalable log parser with feedback guidance. ESEC/SIGSOFT FSE Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin, Yingnong Dang, Saravanakumar Rajmohan, Dongmei Zhang
2022	—	`conf`	SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems. ESEC/SIGSOFT FSE Chuan Luo, Qiyuan Zhao, Shaowei Cai, Hongyu Zhang, Chunming Hu
2022	J	`jnl`	Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks. CoRR Huong Ha, Zongwen Fan, Hongyu Zhang
2022	A*	`conf`	UniParser: A Unified Log Parser for Heterogeneous Log Data. WWW Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2022	J	`jnl`	UniParser: A Unified Log Parser for Heterogeneous Log Data. CoRR Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
2022	A*	`conf`	What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code. ICSE Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
2022	J	`jnl`	What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code. CoRR Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
2022	A*	`conf`	Where is Your App Frustrating Users? ICSE Yawen Wang, Junjie Wang, Hongyu Zhang, Xuran Ming, Lin Shi, Qing Wang
2022	J	`jnl`	Where is Your App Frustrating Users? CoRR Yawen Wang, Junjie Wang, Hongyu Zhang, Xuran Ming, Lin Shi, Qing Wang
2022	—	`conf`	You see what I want you to see: poisoning vulnerabilities in neural code search. ESEC/SIGSOFT FSE Yao Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Dezhong Yao, Hai Jin, Lichao Sun
2021	J	`jnl`	A Survey of Compiler Testing. ACM Comput. Surv. Junjie Chen, Jibesh Patra, Michael Pradel, Yingfei Xiong, Hongyu Zhang, Dan Hao, Lu Zhang
2021	—	`conf`	APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model. EMNLP (1) Yuning Kang, Zan Wang, Hongyu Zhang, Junjie Chen, Hanmo You
2021	A*	`conf`	AutoCCAG: An Automated Approach to Constrained Covering Array Generation. ICSE Chuan Luo, Jinkun Lin, Shaowei Cai, Xin Chen, Bing He, Bo Qiao, Pu Zhao, Qingwei Lin, Hongyu Zhang, Wei Wu, Saravanakumar Rajmohan, Dongmei Zhang
2021	—	`conf`	CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees. EMNLP (1) Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021	J	`jnl`	CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees. CoRR Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun
2021	J	`jnl`	CRaDLe: Deep code retrieval based on semantic Dependency Learning. Neural Networks Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, Hongyu Zhang, Zenglin Xu, Michael R. Lyu
2021	J	`jnl`	Challenging Machine Learning-based Clone Detectors via Semantic-preserving Code Transformations. CoRR Weiwei Zhang, Shengjian Guo, Hongyu Zhang, Yulei Sui, Yinxing Xue, Yun Xu
2021	J	`jnl`	CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network. CoRR Yanlin Wang, Ensheng Shi, Lun Du, Xiaodi Yang, Yuxuan Hu, Shi Han, Hongyu Zhang, Dongmei Zhang
2021	A*	`conf`	Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems. AAAI Chuan Luo, Bo Qiao, Wenqian Xing, Xin Chen, Pu Zhao, Chao Du, Randolph Yao, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin
2021	J	`jnl`	Coverage Prediction for Accelerating Compiler Testing. IEEE Trans. Software Eng. Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
2021	A	`conf`	Do Bugs Propagate? An Empirical Analysis of Temporal Correlations Among Software Bugs. ECOOP Xiaodong Gu, Yo-Sub Han, Sunghun Kim, Hongyu Zhang
2021	—	`conf`	Effective low capacity status prediction for cloud systems. ESEC/SIGSOFT FSE Hang Dong, Si Qin, Yong Xu, Bo Qiao, Shandan Zhou, Xian Yang, Chuan Luo, Pu Zhao, Qingwei Lin, Hongyu Zhang, Abulikemu Abuduweili, Sanjay Ramanujan, Karthikeyan Subramanian, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang, Thomas Moscibroda
2021	A*	`conf`	Efficient Compiler Autotuning via Bayesian Optimization. ICSE Junjie Chen, Ningxin Xu, Peiqi Chen, Hongyu Zhang
2021	J	`jnl`	Embedding API Dependency Graph for Neural Code Generation. CoRR Chen Lyu, Ruyun Wang, Hongyu Zhang, Hanwen Zhang, Songlin Hu
2021	J	`jnl`	Embedding API dependency graph for neural code generation. Empir. Softw. Eng. Chen Lyu, Ruyun Wang, Hongyu Zhang, Hanwen Zhang, Songlin Hu
2021	A*	`conf`	Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining. ICSE Yaohui Wang, Guozheng Li, Zijian Wang, Yu Kang, Yangfan Zhou, Hongyu Zhang, Feng Gao, Jeffrey Sun, Li Yang, Pochian Lee, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin
2021	J	`jnl`	Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining. CoRR Yaohui Wang, Guozheng Li, Zijian Wang, Yu Kang, Yangfan Zhou, Hongyu Zhang, Feng Gao, Jeffrey Sun, Li Yang, Pochian Lee, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin
2021	J	`jnl`	FedU: A Unified Framework for Federated Multi-Task Learning with Laplacian Regularization. CoRR Canh T. Dinh, Tung Thanh Vu, Nguyen Hoang Tran, Minh N. Dao, Hongyu Zhang
2021	—	`conf`	Fighting the Fog of War: Automated Incident Detection for Cloud Systems. USENIX ATC Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang
2021	J	`jnl`	Generating API tags for tutorial fragments from Stack Overflow. Empir. Softw. Eng. Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Bing Li, Yu Xie, Baowen Xu
2021	A*	`conf`	Graph-based Incident Aggregation for Large-Scale Online Service Systems. ASE Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2021	J	`jnl`	Graph-based Incident Aggregation for Large-Scale Online Service Systems. CoRR Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2021	A*	`conf`	HALO: Hierarchy-aware Fault Localization for Cloud Systems. KDD Xu Zhang, Chao Du, Yifan Li, Yong Xu, Hongyu Zhang, Si Qin, Ze Li, Qingwei Lin, Yingnong Dang, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang
2021	A	`conf`	How Long Will it Take to Mitigate this Incident for Online Service Systems? ISSRE WeiJing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2021	—	`conf`	Intelligent container reallocation at Microsoft 365. ESEC/SIGSOFT FSE Bo Qiao, Fangkai Yang, Chuan Luo, Yanan Wang, Johnny Li, Qingwei Lin, Hongyu Zhang, Mohit Datta, Andrew Zhou, Thomas Moscibroda, Saravanakumar Rajmohan, Dongmei Zhang
2021	—	`conf`	LS-sampling: an effective local search based sampling approach for achieving high t-wise coverage. ESEC/SIGSOFT FSE Chuan Luo, Binqi Sun, Bo Qiao, Junjie Chen, Hongyu Zhang, Jinkun Lin, Qingwei Lin, Dongmei Zhang
2021	A	`conf`	Leveraging Stack Overflow to Detect Relevant Tutorial Fragments of APIs. SANER Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Yuming Zhou, Baowen Xu
2021	A*	`conf`	Log-based Anomaly Detection Without Log Parsing. ASE Van-Hoang Le, Hongyu Zhang
2021	J	`jnl`	Log-based Anomaly Detection Without Log Parsing. CoRR Van-Hoang Le, Hongyu Zhang
2021	A	`conf`	LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection. ICSOC Yongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu
2021	J	`jnl`	LogDP: Combining Dependency and Proximity for Log-based Anomaly Detection. CoRR Yongzheng Xie, Hongyu Zhang, Bo Zhang, Muhammad Ali Babar, Sha Lu
2021	A*	`conf`	NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms. WWW Chuan Luo, Pu Zhao, Bo Qiao, Youjiang Wu, Hongyu Zhang, Wei Wu, Weihai Lu, Yingnong Dang, Saravanakumar Rajmohan, Qingwei Lin, Dongmei Zhang
2021	J	`jnl`	Neural Code Summarization: How Far Are We? CoRR Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
2021	A	`conf`	On the Evaluation of Commit Message Generation Models: An Experimental Study. ICSME Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2021	J	`jnl`	On the Evaluation of Commit Message Generation Models: An Experimental Study. CoRR Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
2021	—	`conf`	Onion: identifying incident-indicating logs for cloud systems. ESEC/SIGSOFT FSE Xu Zhang, Yong Xu, Si Qin, Shilin He, Bo Qiao, Ze Li, Hongyu Zhang, Xukun Li, Yingnong Dang, Qingwei Lin, Murali Chintalapati, Saravanakumar Rajmohan, Dongmei Zhang
2021	A*	`conf`	PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector. AAAI Chuan Luo, Pu Zhao, Chen Chen, Bo Qiao, Chao Du, Hongyu Zhang, Wei Wu, Shaowei Cai, Bing He, Saravanakumar Rajmohan, Qingwei Lin
2021	A*	`conf`	Resource-Guided Configuration Space Reduction for Deep Learning Models. ICSE Yanjie Gao, Yonghao Zhu, Hongyu Zhang, Haoxiang Lin, Mao Yang
2020	A*	`conf`	An empirical study on program failures of deep learning jobs. ICSE Ru Zhang, Wencong Xiao, Hongyu Zhang, Yu Liu, Haoxiang Lin, Mao Yang
2020	B	`conf`	Anomaly Detection via Mining Numerical Workflow Relations from Logs. SRDS Bo Zhang, Hongyu Zhang, Pablo Moscato, Aozhong Zhang
2020	J	`jnl`	CRaDLe: Deep Code Retrieval Based on Semantic Dependency Learning. CoRR Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, Hongyu Zhang, Zenglin Xu, Michael R. Lyu
2020	A	`conf`	Cost-Effective Testing of a Deep Learning Model through Input Reduction. ISSRE Jianyi Zhou, Feng Li, Jinhao Dong, Hongyu Zhang, Dan Hao
2020	J	`jnl`	Data-driven approach to application programming interface documentation mining: A review. WIREs Data Mining Knowl. Discov. Di Wu, Xiao-Yuan Jing, Hongyu Zhang, Xiaohui Kong, Yu Xie, Zhiguo Huang
2020	J	`jnl`	Developer recommendation for Topcoder through a meta-learning based policy model. Empir. Softw. Eng. Zhenyu Zhang, Hailong Sun, Hongyu Zhang
2020	—	`conf`	Efficient incident identification from multi-dimensional issue reports via meta-heuristic search. ESEC/SIGSOFT FSE Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, Dongmei Zhang
2020	—	`conf`	Estimating GPU memory consumption of deep learning models. ESEC/SIGSOFT FSE Yanjie Gao, Yu Liu, Hongyu Zhang, Zhengxian Li, Yonghao Zhu, Haoxiang Lin, Mao Yang
2020	A*	`conf`	How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems. ASE Junjie Chen, Shu Zhang, Xiaoting He, Qingwei Lin, Hongyu Zhang, Dan Hao, Yu Kang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2020	—	`conf`	How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems. ESEC/SIGSOFT FSE Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2020	—	`conf`	Identifying linked incidents in large-scale online service systems. ESEC/SIGSOFT FSE Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang
2020	A*	`conf`	Intelligent Virtual Machine Provisioning in Cloud Computing. IJCAI Chuan Luo, Bo Qiao, Xin Chen, Pu Zhao, Randolph Yao, Hongyu Zhang, Wei Wu, Andrew Zhou, Qingwei Lin
2020	A*	`conf`	Learning to Handle Exceptions. ASE Jian Zhang, Xu Wang, Hongyu Zhang, Hailong Sun, Yanjun Pu, Xudong Liu
2020	A	`conf`	Perf-AL: Performance Prediction for Configurable Software through Adversarial Learning. ESEM Yangyang Shu, Yulei Sui, Hongyu Zhang, Guandong Xu
2020	A*	`conf`	Retrieval-based neural source code summarization. ICSE Jian Zhang, Xu Wang, Hongyu Zhang, Hailong Sun, Xudong Liu
2020	—	`conf`	Towards intelligent incident management: why we need it and how we make it. ESEC/SIGSOFT FSE Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin, Dongmei Zhang, Michael R. Lyu
2019	—	`conf`	A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation. SocProS (1) Seyedeh Zahra Mirjalili, Hongyu Zhang, Seyedali Mirjalili, Stephan K. Chalup, Nasimul Noman
2019	A*	`conf`	A novel neural source code representation based on abstract syntax tree. ICSE Jian Zhang, Xu Wang, Hongyu Zhang, Hailong Sun, Kaixuan Wang, Xudong Liu
2019	—	`conf`	An empirical investigation of incident triage for online service systems. ICSE (SEIP) Junjie Chen, Xiaoting He, Qingwei Lin, Yong Xu, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2019	A*	`conf`	Ares: Inferring Error Specifications through Static Analysis. ASE Chi Li, Min Zhou, Zuxing Gu, Ming Gu, Hongyu Zhang
2019	A	`conf`	AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
2019	A	`conf`	Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
2019	A*	`conf`	CodeKernel: A Graph Kernel Based Approach to the Selection of API Usage Examples. ASE Xiaodong Gu, Hongyu Zhang, Sunghun Kim
2019	A*	`conf`	Continuous Incident Triage for Large-Scale Online Service Systems. ASE Junjie Chen, Xiaoting He, Qingwei Lin, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
2019	—	`conf`	Cross-dataset Time Series Anomaly Detection for Cloud Systems. USENIX ATC Xu Zhang, Qingwei Lin, Yong Xu, Si Qin, Hongyu Zhang, Bo Qiao, Yingnong Dang, Xinsheng Yang, Qian Cheng, Murali Chintalapati, Youjiang Wu, Ken Hsieh, Kaixin Sui, Xin Meng, Yaohai Xu, Wenchi Zhang, Furao Shen, Dongmei Zhang
2019	A*	`conf`	DeepPerf: performance prediction for configurable software with deep sparse neural network. ICSE Huong Ha, Hongyu Zhang
2019	J	`jnl`	Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence. J. Syst. Softw. Yongfeng Gu, Jifeng Xuan, Hongyu Zhang, Lanxin Zhang, Qingna Fan, Xiaoyuan Xie, Tieyun Qian
2019	J	`jnl`	Heterogeneous defect prediction with two-stage ensemble learning. Autom. Softw. Eng. Zhiqiang Li, Xiao-Yuan Jing, Xiaoke Zhu, Hongyu Zhang, Baowen Xu, Shi Ying
2019	A*	`conf`	History-Guided Configuration Diversification for Compiler Test-Program Generation. ASE Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang
2019	J	`jnl`	Improving the reliability of implicit averaging methods using new conditional operators for robust optimization. Swarm Evol. Comput. Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Hongyu Zhang, Stephan K. Chalup, Nasimul Noman
2019	A*	`conf`	Local Search with Efficient Automatic Configuration for Minimum Vertex Cover. IJCAI Chuan Luo, Holger H. Hoos, Shaowei Cai, Qingwei Lin, Hongyu Zhang, Dongmei Zhang
2019	A*	`conf`	Neural Feature Search: A Neural Architecture for Automated Feature Engineering. ICDM Xiangning Chen, Bo Qiao, Weiyi Zhang, Wei Wu, Murali Chintalapati, Dongmei Zhang, Qingwei Lin, Chuan Luo, Xudong Li, Hongyu Zhang, Yong Xu, Yingnong Dang, Kaixin Sui, Xu Zhang
2019	J	`jnl`	On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction. IEEE Trans. Software Eng. Zhiqiang Li, Xiao-Yuan Jing, Xiaoke Zhu, Hongyu Zhang, Baowen Xu, Shi Ying
2019	A*	`conf`	Outage Prediction and Diagnosis for Cloud Service Systems. WWW Yujun Chen, Xian Yang, Qingwei Lin, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
2019	A	`conf`	Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression. ICSME Huong Ha, Hongyu Zhang
2019	—	`conf`	Robust log-based anomaly detection on unstable log data. ESEC/SIGSOFT FSE Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, Yingnong Dang, Chunyu Xie, Xinsheng Yang, Qian Cheng, Ze Li, Junjie Chen, Xiaoting He, Randolph Yao, Jian-Guang Lou, Murali Chintalapati, Furao Shen, Dongmei Zhang
2019	—	`conf`	Towards more efficient meta-heuristic algorithms for combinatorial test generation. ESEC/SIGSOFT FSE Jinkun Lin, Shaowei Cai, Chuan Luo, Qingwei Lin, Hongyu Zhang
2018	—	`conf`	Automatically answering API-related questions. ICSE (Companion Volume) Di Wu, Xiao-Yuan Jing, Haowen Chen, Xiaoke Zhu, Hongyu Zhang, Mei Zuo, Lu Zi, Chen Zhu
2018	A*	`conf`	BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data. KDD Qingwei Lin, Weichen Ke, Jian-Guang Lou, Hongyu Zhang, Kaixin Sui, Yong Xu, Ziyi Zhou, Bo Qiao, Dongmei Zhang
2018	A*	`conf`	ChangeLocator: locate crash-inducing changes based on crash reports. ICSE Rongxin Wu, Ming Wen, Shing-Chi Cheung, Hongyu Zhang
2018	J	`jnl`	ChangeLocator: locate crash-inducing changes based on crash reports. Empir. Softw. Eng. Rongxin Wu, Ming Wen, Shing-Chi Cheung, Hongyu Zhang
2018	A*	`conf`	Deep code search. ICSE Xiaodong Gu, Hongyu Zhang, Sunghun Kim
2018	J	`jnl`	Editorial: Special Section on Best Papers of PROMISE 2016. Inf. Softw. Technol. Hongyu Zhang, Andriy V. Miranskyy, Ayse Basar Bener
2018	—	`conf`	Identifying impactful service system problems via log analysis. ESEC/SIGSOFT FSE Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
2018	—	`conf`	Improving Service Availability of Cloud Systems by Predicting Disk Error. USENIX ATC Yong Xu, Kaixin Sui, Randolph Yao, Hongyu Zhang, Qingwei Lin, Yingnong Dang, Peng Li, Keceng Jiang, Wenchi Zhang, Jian-Guang Lou, Murali Chintalapati, Dongmei Zhang
2018	Misc	`conf`	Live Path CFI Against Control Flow Hijacking Attacks. ACISP Mohamad Barbar, Yulei Sui, Hongyu Zhang, Shiping Chen, Jingling Xue
2018	—	`conf`	Live path control flow integrity. ICSE (Companion Volume) Mohamad Barbar, Yulei Sui, Hongyu Zhang, Shiping Chen, Jingling Xue
2018	—	`conf`	Predicting Node failure in cloud service systems. ESEC/SIGSOFT FSE Qingwei Lin, Ken Hsieh, Yingnong Dang, Hongyu Zhang, Kaixin Sui, Yong Xu, Jian-Guang Lou, Chenggang Li, Youjiang Wu, Randolph Yao, Murali Chintalapati, Dongmei Zhang
2018	A	`conf`	Shaping program repair space with existing patches and similar code. ISSTA Jiajun Jiang, Yingfei Xiong, Hongyu Zhang, Qing Gao, Xiangqun Chen
2017	—	`conf`	Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution. ICSE (Companion Volume) Fei Wu, Xiao-Yuan Jing, Xiwei Dong, Jicheng Cao, Mingwei Xu, Hongyu Zhang, Shi Ying, Baowen Xu
2017	A*	`conf`	DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning. IJCAI Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2017	J	`jnl`	DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning. CoRR Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2017	J	`jnl`	Developer recommendation on bug commenting: a ranking approach for the developer crowd. Sci. China Inf. Sci. Jifeng Xuan, He Jiang, Hongyu Zhang, Zhilei Ren
2017	A	`conf`	Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning. ICSME Zhiqiang Li, Xiao-Yuan Jing, Xiaoke Zhu, Hongyu Zhang
2017	A*	`conf`	Learning to prioritize test programs for compiler testing. ICSE Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Bing Xie
2017	A*	`conf`	Neural Programming by Example. AAAI Chengxun Shu, Hongyu Zhang
2017	J	`jnl`	Neural Programming by Example. CoRR Chengxun Shu, Hongyu Zhang
2017	J	`jnl`	Testing and Verification of Compilers (Dagstuhl Seminar 17502). Dagstuhl Reports Junjie Chen, Alastair F. Donaldson, Andreas Zeller, Hongyu Zhang
2016	A*	`conf`	An empirical comparison of compiler testing techniques. ICSE Junjie Chen, Wenxiang Hu, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
2016	—	`conf`	Bing developer assistant: improving developer productivity by recommending sample code. SIGSOFT FSE Hongyu Zhang, Anuj Jain, Gaurav Khandelwal, Chandrashekhar Kaushik, Scott Ge, Wenxiang Hu
2016	A*	`conf`	Casper: an efficient approach to call trace collection. POPL Rongxin Wu, Xiao Xiao, Shing-Chi Cheung, Hongyu Zhang, Charles Zhang
2016	J	`jnl`	Deep API Learning. CoRR Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2016	—	`conf`	Deep API learning. SIGSOFT FSE Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2016	J	`jnl`	Diversity maximization speedup for localizing faults in single-fault and multi-fault programs. Autom. Softw. Eng. Xin Xia, Liang Gong, Tien-Duy B. Le, David Lo, Lingxiao Jiang, Hongyu Zhang
2016	—	`ch.`	How to tame your online services. Perspectives on Data Science for Software Engineering Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
2016	B	`conf`	Improving Failure Detection by Automatically Generating Test Cases Near the Boundaries. COMPSAC Min Zhou, Xi Cheng, Xinrui Guo, Ming Gu, Hongyu Zhang, Xiaoyu Song
2016	—	`conf`	Log clustering based problem identification for online service systems. ICSE (Companion Volume) Qingwei Lin, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei Chen
2016	A	`conf`	Test Case Prioritization for Compilers: A Text-Vector Based Approach. ICST Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
2016	—	`ch.`	Visual analytics for software engineering data. Perspectives on Data Science for Software Engineering Zhitao Hou, Hongyu Zhang, Haidong Zhang, Dongmei Zhang
2016	A*	`conf`	iDice: problem identification for emerging issues. ICSE Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
2015	—	`conf`	An Empirical Study on Quality Issues of Production Big Data Platform. ICSE (2) Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
2015	A*	`conf`	CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E). ASE Fei Lv, Hongyu Zhang, Jian-Guang Lou, Shaowei Wang, Dongmei Zhang, Jianjun Zhao
2015	J	`jnl`	Improving Software Quality and Productivity Leveraging Mining Techniques: [Summary of the Second Workshop on Software Mining, at ASE 2013]. ACM SIGSOFT Softw. Eng. Notes Ming Li, Hongyu Zhang, David Lo, Lucia
2015	—	`conf`	Learning to Log: Helping Developers Make Informed Logging Decisions. ICSE (1) Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
2015	—	`conf`	Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis. USENIX ATC Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie
2014	—	`conf`	ABOR: An Automatic Framework for Buffer Overflow Removal in C/C++Programs. ICEIS (Revised Selected Papers) Sun Ding, Hee Beng Kuan Tan, Hongyu Zhang
2014	—	`conf`	Automatic Removal of Buffer Overflow Vulnerabilities in C/C++ Programs. ICEIS (2) Sun Ding, Hee Beng Kuan Tan, Hongyu Zhang
2014	A	`conf`	Boosting Bug-Report-Oriented Fault Localization with Segmentation and Stack-Trace Analysis. ICSME Chu-Pan Wong, Yingfei Xiong, Hongyu Zhang, Dan Hao, Lu Zhang, Hong Mei
2014	A	`conf`	CrashLocator: locating crashing faults based on crash stacks. ISSTA Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung, Sunghun Kim
2014	—	`conf`	Detecting infeasible branches based on code patterns. CSMR-WCRE Sun Ding, Hongyu Zhang, Hee Beng Kuan Tan
2014	A	`conf`	Effective Bug Triage Based on Historical Bug-Fix Information. ISSRE Hao Hu, Hongyu Zhang, Jifeng Xuan, Weigang Sun
2014	A*	`conf`	Identifying Recurrent and Unknown Performance Issues. ICDM Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang
2014	J	`jnl`	Locating Crashing Faults based on Crash Stack Traces. CoRR Liang Gong, Hongyu Zhang, Hyunmin Seo, Sunghun Kim
2014	Misc	`conf`	Mining key and referential constraints enforcement patterns. SAC Kaiping Liu, Hee Beng Kuan Tan, Hongyu Zhang
2014	—	`ed.`	Proceedings of the 5th International Workshop on Emerging Trends in Software Metrics, WETSoM 2014, Hyderabad, India, June 3, 2014 WETSoM Steve Counsell, Michele Marchesi, Corrado Aaron Visaggio, Hongyu Zhang, Radhika Venkatasubramanyam
2014	—	`ed.`	Proceedings of the 9th International Workshop on Advanced Modularization Techniques, AOAsia 2014, Hong Kong, China, November 16, 2014 AOAsia@SIGSOFT FSE Tomoyuki Aotani, Kung Chen, Shigeru Chiba, Takashi Ishio, Hidehiko Masuhara, Hongyu Zhang, Jianjun Zhao
2014	—	`conf`	Querying sequential software engineering data. SIGSOFT FSE Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang, Siau-Cheng Khoo
2014	A*	`conf`	SymCrash: selective recording for reproducing crashes. ASE Yu Cao, Hongyu Zhang, Sun Ding
2014	—	`ch.`	Towards a Consistent Feature Model using OWL. Semantic Web Enabled Software Engineering Hai H. Wang, Yuan-Fang Li, Jing Sun, Hongyu Zhang, Jeff Z. Pan
2013	—	`conf`	A cost-effectiveness criterion for applying software defect prediction models. ESEC/SIGSOFT FSE Hongyu Zhang, Shing-Chi Cheung
2013	J	`jnl`	Balancing Privacy and Utility in Cross-Company Defect Prediction. IEEE Trans. Software Eng. Fayola Peters, Tim Menzies, Liang Gong, Hongyu Zhang
2013	—	`conf`	BugMap: a topographic map of bugs. ESEC/SIGSOFT FSE Jiangtao Gong, Hongyu Zhang
2013	—	`conf`	Has this bug been reported? WCRE Kaiping Liu, Hee Beng Kuan Tan, Hongyu Zhang
2013	A	`conf`	Is This a Bug or an Obsolete Test? ECOOP Dan Hao, Tian Lan, Hongyu Zhang, Chao Guo, Lu Zhang
2013	A	`conf`	Mining succinct and high-coverage API usage patterns from source code. MSR Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang
2013	A*	`conf`	Predicting bug-fixing time: an empirical study of commercial software projects. ICSE Hongyu Zhang, Liang Gong, Steven Versteeg
2013	J	`jnl`	Simulation of software maintenance process, with and without a work-in-process limit. J. Softw. Evol. Process. Giulio Concas, Maria Ilaria Lunesu, Michele Marchesi, Hongyu Zhang
2012	B	`conf`	A Comparative Study of Scrum and Kanban Approaches on a Real Case Study Using Simulation. XP David J. Anderson, Giulio Concas, Maria Ilaria Lunesu, Michele Marchesi, Hongyu Zhang
2012	—	`conf`	Detection of Buffer Overflow Vulnerabilities in C/C++ with Pattern Based Limited Symbolic Evaluation. COMPSAC Workshops Sun Ding, Hee Beng Kuan Tan, Kaiping Liu, Mahinthan Chandramohan, Hongyu Zhang
2012	A*	`conf`	Diversity maximization speedup for fault localization. ASE Liang Gong, David Lo, Lingxiao Jiang, Hongyu Zhang
2012	—	`conf`	Interactive fault localization leveraging simple user feedback. ICSM Liang Gong, David Lo, Lingxiao Jiang, Hongyu Zhang
2012	A	`conf`	Learning to rank duplicate bug reports. CIKM Jian Zhou, Hongyu Zhang
2012	C	`conf`	Modeling and Verification of Context-Aware Systems. APSEC Minh H. Tran, Alan W. Colman, Jun Han, Hongyu Zhang
2012	A	`conf`	Predicting defect numbers based on defect state transition models. ESEM Jue Wang, Hongyu Zhang
2012	—	`ed.`	Proceedings of the 3rd International Workshop on Emerging Trends in Software Metrics, WETSoM 2012, Zurich, Switzerland, June 3, 2012 WETSoM Giulio Concas, Gerardo Canfora, Ewan D. Tempero, Hongyu Zhang
2012	A*	`conf`	ReBucket: A method for clustering duplicate crash reports based on call stack similarity. ICSE Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, Peter Nobel
2012	J	`jnl`	Sample-based software defect prediction with active and semi-supervised learning. Autom. Softw. Eng. Ming Li, Hongyu Zhang, Rongxin Wu, Zhi-Hua Zhou
2012	A*	`conf`	Where should the bugs be fixed? More accurate information retrieval-based bug localization based on bug reports. ICSE Jian Zhou, Hongyu Zhang, David Lo
2011	C	`conf`	Automated Extraction of Data Lifecycle Support from Database Applications. SEKE Kaiping Liu, Hee Beng Kuan Tan, Xu Chen, Hongyu Zhang, Bindu Padmanabhuni
2011	J	`jnl`	Checking enforcement of integrity constraints in database applications based on code patterns. J. Syst. Softw. Hongyu Zhang, Hee Beng Kuan Tan, Lu Zhang, Xi Lin, Xiaoyin Wang, Chun Zhang, Hong Mei
2011	A*	`conf`	Dealing with noise in defect prediction. ICSE Sunghun Kim, Hongyu Zhang, Rongxin Wu, Liang Gong
2011	A	`conf`	Integrating software engineering data using semantic web technologies. MSR Yuan-Fang Li, Hongyu Zhang
2011	—	`ed.`	Proceedings of the 2nd International Workshop on Emerging Trends in Software Metrics, WETSoM 2011, Waikiki, Honolulu, HI, USA, May 24, 2011 WETSoM Giulio Concas, Ewan D. Tempero, Hongyu Zhang, Massimiliano Di Penta
2011	—	`conf`	ReLink: recovering links between bugs and changes. SIGSOFT FSE Rongxin Wu, Hongyu Zhang, Sunghun Kim, Shing-Chi Cheung
2011	B	`conf`	University-Industry Collaboration Journey towards Product Lines. ICSR Stan Jarzabek, Ulf Pettersson, Hongyu Zhang
2011	A*	`conf`	Workshop on emerging trends in software metrics: (WETSoM 2011). ICSE Giulio Concas, Massimiliano Di Penta, Ewan D. Tempero, Hongyu Zhang
2010	J	`jnl`	2010 ICSE workshop on emerging trends in software metrics. ACM SIGSOFT Softw. Eng. Notes Gerardo Canfora, Giulio Concas, Michele Marchesi, Ewan D. Tempero, Hongyu Zhang
2010	B	`conf`	A Hybrid Approach to Feature-Oriented Programming in XVCL. SPLC Hongyu Zhang, Stan Jarzabek
2010	—	`conf`	Automatic checking of license compliance. ICSM Hongyu Zhang, Bei Shi, Lu Zhang
2010	J	`jnl`	Measuring design complexity of semantic web ontologies. J. Syst. Softw. Hongyu Zhang, Yuan-Fang Li, Hee Beng Kuan Tan
2010	J	`jnl`	Monitoring Software Quality Evolution for Defects. IEEE Softw. Hongyu Zhang, Sunghun Kim
2010	J	`jnl`	New Generation of Software Metrics. Adv. Softw. Eng. Giulio Concas, Giovanni Cantone, Ewan D. Tempero, Hongyu Zhang
2010	—	`conf`	On the value of learning from defect dense components for software defect prediction. PROMISE Hongyu Zhang, Adam Nelson, Tim Menzies
2010	—	`ed.`	Proceedings of the 2010 ICSE Workshop on Emerging Trends in Software Metrics, WETSoM 2010, Cape Town, South Africa, May 4, 2010 WETSoM Gerardo Canfora, Giulio Concas, Michele Marchesi, Ewan D. Tempero, Hongyu Zhang
2010	—	`conf`	Sampling program quality. ICSM Hongyu Zhang, Rongxin Wu
2010	—	`conf`	Workshop on Emerging Trends in Software Metrics (WETSoM 2010). ICSE (2) Gerardo Canfora, Giulio Concas, Michele Marchesi, Ewan D. Tempero, Hongyu Zhang
2009	—	`conf`	An investigation of the relationships between lines of code and defects. ICSM Hongyu Zhang
2009	C	`conf`	Avoiding Some Common Preprocessing Pitfalls with Feature Queries. APSEC Stan Jarzabek, Yinxing Xue, Hongyu Zhang, Youpeng Lee
2009	J	`jnl`	Conceptual data model-based software size estimation for information systems. ACM Trans. Softw. Eng. Methodol. Hee Beng Kuan Tan, Yuan Zhao, Hongyu Zhang
2009	J	`jnl`	Discovering power laws in computer programs. Inf. Process. Manag. Hongyu Zhang
2009	—	`conf`	Increasing usability of preprocessing for feature management in product lines with queries. ICSE Companion Stan Jarzabek, Hongyu Zhang, Youpeng Lee, Yinxing Xue, Naveed Shaikh
2009	A	`conf`	Preference Model Driven Services Selection. CAiSE Wenting Ma, Lin Liu, Haihua Xie, Hongyu Zhang, Jinglei Yin
2009	J	`jnl`	The Distribution of Program Sizes and Its Implications: An Eclipse Case Study CoRR Hongyu Zhang, Hee Beng Kuan Tan, Michele Marchesi
2009	A	`conf`	Understanding Chinese Characteristics of Requirements Engineering. RE Lin Liu, Hongyu Zhang, Fei Peng, Wenting Ma, Yuhui Shan, Jun Xu, Tomas Burda
2008	A	`conf`	An initial study of the growth of eclipse defects. MSR Hongyu Zhang
2008	—	`conf`	Exploring Regularity in Source Code: Software Science and Zipf's Law. WCRE Hongyu Zhang
2008	J	`jnl`	Feature selection for gene function prediction using multi-labelled lazy learning. Int. J. Funct. Informatics Pers. Medicine Yuhai Liu, Guo-Zheng Li, Hongyu Zhang, Mary Qu Yang, Jack Y. Yang
2008	J	`jnl`	On the Distribution of Software Faults. IEEE Trans. Software Eng. Hongyu Zhang
2008	A*	`conf`	The scale-free nature of semantic web ontology. WWW Hongyu Zhang
2007	C	`conf`	An Empirical Study of Class Sizes for Large Java Systems. APSEC Hongyu Zhang, Hee Beng Kuan Tan
2007	J	`jnl`	Comments on "Data Mining Static Code Attributes to Learn Defect Predictors". IEEE Trans. Software Eng. Hongyu Zhang, Xiuzhen Zhang
2007	C	`conf`	Predicting Defective Software Components from Code Complexity Measures. PRDC Hongyu Zhang, Xiuzhen Zhang, Ming Gu
2007	C	`conf`	Reuse of Database Access Layer Components in JEE Product Lines: Limitations and a Possible Solution (Case Study). SEKE Ding Peng, Stan Jarzabek, Damith C. Rajapakse, Hongyu Zhang
2007	J	`jnl`	Verifying feature models using OWL. J. Web Semant. Hai H. Wang, Yuan-Fang Li, Jing Sun, Hongyu Zhang, Jeff Z. Pan
2006	J	`jnl`	Analysis of Meta-programs: an Example. Int. J. Softw. Eng. Knowl. Eng. Stan Jarzabek, Hongyu Zhang, Ru Shen, Vu Tung Lam, Zhenxin Sun
2006	A*	`conf`	Estimating LOC for information systems from their conceptual data models. ICSE Hee Beng Kuan Tan, Yuan Zhao, Hongyu Zhang
2005	J	`jnl`	A Bayesian Network Approach to Rational Architectural Design. Int. J. Softw. Eng. Knowl. Eng. Hongyu Zhang, Stan Jarzabek
2005	B	`conf`	Formal Semantics and Verification for Feature Modeling. ICECCS Jing Sun, Hongyu Zhang, Yuan-Fang Li, Hai H. Wang
2005	—	`conf`	Verify Feature Models using protegeowl. WWW (Special interest tracks and posters) Hai H. Wang, Yuan-Fang Li, Jing Sun, Hongyu Zhang
2004	C	`conf`	Analysis of meta-programs: a case study. SEKE Stan Jarzabek, Ru Shen, Hongyu Zhang, Zhenxin Sun
2004	J	`jnl`	XVCL: a mechanism for handling variants in software product lines. Sci. Comput. Program. Hongyu Zhang, Stanislaw Jarzabek
2003	C	`conf`	An XVCL Approach to Handling Variants: A KWIC Product Line Example. APSEC Hongyu Zhang, Stan Jarzabek
2003	C	`conf`	An XVCL-based Approach to Software Product Line Development. SEKE Hongyu Zhang, Stan Jarzabek
2003	J	`jnl`	Handling variant requirements in domain modeling. J. Syst. Softw. Stan Jarzabek, Wai Chun Ong, Hongyu Zhang
2003	A	`conf`	Quality Prediction and Assessment for Product Lines. CAiSE Hongyu Zhang, Stan Jarzabek, Bo Yang
2003	A*	`conf`	XVCL: XML-based Variant Configuration Language. ICSE Stan Jarzabek, Paul Bassett, Hongyu Zhang, Weishan Zhang
2002	C	`conf`	XVCL: a tutorial. SEKE Soe Myat Swe, Hongyu Zhang, Stan Jarzabek
2001	C	`conf`	Enhacing component reuse with control flow abstraction analysis. SEKE Stan Jarzabek, Hongyu Zhang
2001	C	`conf`	Handling Variant Requirements in 9omain Modeling. SEKE Stan Jarzabek, Wai Chun Ong, Hongyu Zhang
2001	—	`conf`	XML implementation of frame processor. SSR Tak Wong, Stan Jarzabek, Soe Myat Swe, Ru Shen, Hongyu Zhang
2001	A	`conf`	XML-Based Method and Tool for Handling Variant Requirements in Domain Models. RE Stan Jarzabek, Hongyu Zhang
2001	—	`conf`	XVCL Approach to Separating Concerns in Product Family Assets. GCSE Hongyu Zhang, Stan Jarzabek, Soe Myat Swe