Michael R. Lyu

896 papers A* 142A 111B 50C 14Misc 3Journal 402Unranked 168
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Failure Analysis and Fault Injection in AI Systems.
ACM Trans. Softw. Eng. Methodol.
Guangba Yu, Gou Tan, Haojia Huang, Zhenyu Zhang, Pengfei Chen, Roberto Natella, Zibin Zheng, Michael R. Lyu
2026 J jnl
AI-NativeBench: An Open-Source White-Box Agentic Benchmark Suite for AI-Native Systems.
CoRR
Zirui Wang, Guangba Yu, Michael R. Lyu
2026 J jnl
Cloud-OpsBench: A Reproducible Benchmark for Agentic Root Cause Analysis in Cloud Systems.
CoRR
Yilun Wang, Guangba Yu, Haiyu Huang, Zirui Wang, Yujie Huang, Pengfei Chen, Michael R. Lyu
2026 J jnl
ComBench: A Repo-level Real-world Benchmark for Compilation Error Repair.
CoRR
Jia Li, Zeyang Zhuang, Zhuangbin Chen, Yuxin Su, Wei Meng, Michael R. Lyu
2026 J jnl
ComUICoder: Component-based Reusable UI Code Generation for Complex Websites via Semantic Segmentation and Element-wise Feedback.
CoRR
Jingyu Xiao, Jiantong Qin, Shuoqi Li, Man Ho Lam, Yuxuan Wan, Jen-tse Huang, Yintong Huo, Michael R. Lyu
2026 J jnl
Data Compressibility Quantifies LLM Memorization.
Trans. Mach. Learn. Res.
Yizhan Huang, Zhe Yang, Meifang Chen, Huang Nianchen, Jianping Zhang, Michael R. Lyu
2026 J jnl
EfficientPosterGen: Semantic-aware Efficient Poster Generation via Token Compression and Accurate Violation Detection.
CoRR
Wenxin Tang, Jingyu Xiao, Yanpei Gong, Fengyuan Ran, Tongchuan Xia, Junliang Liu, Man Ho Lam, Wenxuan Wang, Michael R. Lyu
2026 J jnl
From Laboratory to Real-World Applications: Benchmarking Agentic Code Reasoning at the Repository Level.
CoRR
Jia Li, Yuxin Su, Michael R. Lyu
2026 J jnl
Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification.
CoRR
Yuxuan Wan, Tianqing Fang, Zaitang Li, Yintong Huo, Wenxuan Wang, Haitao Mi, Dong Yu, Michael R. Lyu
2026 J jnl
KPIRoot+: An efficient integrated framework for anomaly detection and root cause analysis in large-scale cloud systems.
Empir. Softw. Eng.
Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2026 J jnl
LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements.
ACM Trans. Softw. Eng. Methodol.
Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu
2026 J jnl
Why Does the LLM Stop Computing: An Empirical Study of User-Reported Failures in Open-Source LLMs.
CoRR
Guangba Yu, Zirui Wang, Yujie Huang, Renyi Zhong, Yuedong Zhong, Yilun Wang, Michael R. Lyu
2025 J jnl
3D Software Synthesis Guided by Constraint-Expressive Intermediate Representation.
CoRR
Shuqing Li, Anson Y. Lam, Yun Peng, Wenxuan Wang, Michael R. Lyu
2025 J jnl
90% Faster, 100% Code-Free: MLLM-Driven Zero-Code 3D Game Development.
CoRR
Runxin Yang, Yuxuan Wan, Shuqing Li, Michael R. Lyu
2025 A* conf
ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems.
ICSE
Wenwei Gu, Jiazhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, Michael R. Lyu
2025 J jnl
An Empirical Study of Code Clones from Commercial AI Code Generators.
Proc. ACM Softw. Eng.
Weibin Wu, Haoxuan Hu, Zhaoji Fan, Yitong Qiao, Yizhan Huang, Yichen Li, Zibin Zheng, Michael R. Lyu
2025 — conf
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
ACL (1)
Jie Liu, Wenxuan Wang, Yihang Su, Jingyuan Huang, Yudi Zhang, Cheng-Yi Li, Wenting Chen, Xiaohan Xing, Kao-Jung Chang, Linlin Shen, Michael R. Lyu
2025 A* conf
Automated Proactive Logging Quality Improvement for Large-Scale Codebases.
ASE
Yichen Li, Jinyang Liu, Junsong Pu, Zhihan Jiang, Zhuangbin Chen, Xiao He, Tieying Zhang, Jianjun Chen, Yi Li, Rui Shi, Michael R. Lyu
2025 J jnl
Automatic Programming: Large Language Models and Beyond.
ACM Trans. Softw. Eng. Methodol.
Michael R. Lyu, Baishakhi Ray, Abhik Roychoudhury, Shin Hwei Tan, Patanamon Thongtanunam
2025 J jnl
Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development.
CoRR
Yuxuan Wan, Tingshuo Liang, Jiakai Xu, Jingyu Xiao, Yintong Huo, Michael R. Lyu
2025 J jnl
BDiff: Block-aware and Accurate Text-based Code Differencing.
CoRR
Yao Lu, Wanwei Liu, Tanghaoran Zhang, Kang Yang, Yang Zhang, Wenyu Xu, Longfei Sun, Xinjun Mao, Shuzheng Gao, Michael R. Lyu
2025 J jnl
Beyond PEFT: Layer-Wise Optimization for More Effective and Efficient Large Code Model Tuning.
Proc. ACM Softw. Eng.
Chaozheng Wang, Jia Feng, Shuzheng Gao, Cuiyun Gao, Zongjie Li, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
CCISolver: End-to-End Detection and Repair of Method-Level Code-Comment Inconsistency.
CoRR
Renyi Zhong, Yintong Huo, Wenwei Gu, Jinxi Kuang, Zhihan Jiang, Guangba Yu, Yichen Li, David Lo, Michael R. Lyu
2025 A* conf
COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge.
ICSE
Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu
2025 J jnl
COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge.
CoRR
Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu
2025 J jnl
CODECRASH: Stress Testing LLM Reasoning under Structural and Semantic Perturbations.
CoRR
Man Ho Lam, Chaozheng Wang, Jen-tse Huang, Michael R. Lyu
2025 A conf
Can User Feedback Help Issue Detection? An Empirical Study on a One-Billion-User Online Service System.
ESEM
Shuyao Jiang, Jiazhen Gu, Wujie Zheng, Yangfan Zhou, Michael R. Lyu
2025 J jnl
Can User Feedback Help Issue Detection? An Empirical Study on a One-billion-user Online Service System.
CoRR
Shuyao Jiang, Jiazhen Gu, Wujie Zheng, Yangfan Zhou, Michael R. Lyu
2025 J jnl
CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs.
CoRR
Junjie Huang, Minghua He, Jinyang Liu, Yintong Huo, Domenico Bianculli, Michael R. Lyu
2025 J jnl
ColorGo: Directed Concolic Execution.
CoRR
Jia Li, Jiacheng Shen, Yuxin Su, Michael R. Lyu
2025 J jnl
ComboBench: Can LLMs Manipulate Physical Devices to Play Virtual Reality Games?
CoRR
Shuqing Li, Jiayi Yan, Chenyu Niu, Jen-tse Huang, Yun Peng, Wenxuan Wang, Yepang Liu, Michael R. Lyu
2025 A* conf
Competing Large Language Models in Multi-Agent Gaming Environments.
ICLR
Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu
2025 — conf
Cordial: Cross-row Failure Prediction Method Based on Bank-level Error Locality for HBMs.
DSN-S
Wenwei Gu, Jiazhen Gu, Renyi Zhong, Wenyu Zhang, Ming Li, Michael R. Lyu
2025 — conf
C²LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation.
ACL (Findings)
Yanyang Li, Tin Long Wong, Cheung To Hung, Jianqiao Zhao, Duo Zheng, Ka Wai Liu, Michael R. Lyu, Liwei Wang
2025 J jnl
DesignBench: A Comprehensive Benchmark for MLLM-based Front-end Code Generation.
CoRR
Jingyu Xiao, Ming Wang, Man Ho Lam, Yuxuan Wan, Junliang Liu, Yintong Huo, Michael R. Lyu
2025 A conf
Distinguishability-Guided Test Program Generation for WebAssembly Runtime Performance Testing.
SANER
Shuyao Jiang, Ruiying Zeng, Yangfan Zhou, Michael R. Lyu
2025 J jnl
Divide-and-Conquer: Generating UI Code from Screenshots.
Proc. ACM Softw. Eng.
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2025 A* conf
Don't Panic! Finding Bugs Hidden Behind Rust Runtime Safety Checks.
CCS
Zeyang Zhuang, Zilun Wang, Wei Meng, Michael R. Lyu
2025 J jnl
EfficientUICoder: Efficient MLLM-based UI Code Generation via Input and Output Token Compression.
CoRR
Jingyu Xiao, Zhongyi Zhang, Yuxuan Wan, Yintong Huo, Yang Liu, Michael R. Lyu
2025 J jnl
End-to-End Automated Logging via Multi-Agent Framework.
CoRR
Renyi Zhong, Yintong Huo, Wenwei Gu, Yichen Li, Michael R. Lyu
2025 J jnl
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs.
CoRR
Yizhan Huang, Zhe Yang, Meifang Chen, Jianping Zhang, Michael R. Lyu
2025 J jnl
Extended Reality Cybersickness Assessment via User Review Analysis.
Proc. ACM Softw. Eng.
Shuqing Li, Qisheng Zheng, Cuiyun Gao, Jia Feng, Michael R. Lyu
2025 J jnl
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related Queries.
CoRR
Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu
2025 J jnl
Hierarchical Prediction-based Management for LMaaS Systems.
CoRR
Zhihan Jiang, Yujie Huang, Guangba Yu, Junjie Huang, Jiazhen Gu, Michael R. Lyu
2025 J jnl
How Should I Build A Benchmark? Revisiting Code-Related Benchmarks For LLMs.
CoRR
Jialun Cao, Yuk-Kit Chan, Zixuan Ling, Wenxuan Wang, Shuqing Li, Mingwei Liu, Ruixi Qiao, Yuting Han, Chaozheng Wang, Boxi Yu, Pinjia He, Shuai Wang, Zibin Zheng, Michael R. Lyu, Shing-Chi Cheung
2025 J jnl
Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features.
ACM Trans. Softw. Eng. Methodol.
Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2025 A conf
Integrating Rules and Semantics for LLM-Based C-to-Rust Translation.
ICSME
Feng Luo, Kexing Ji, Cuiyun Gao, Shuzheng Gao, Jia Feng, Kui Liu, Xin Xia, Michael R. Lyu
2025 J jnl
Integrating Rules and Semantics for LLM-Based C-to-Rust Translation.
CoRR
Feng Luo, Kexing Ji, Cuiyun Gao, Shuzheng Gao, Jia Feng, Kui Liu, Xin Xia, Michael R. Lyu
2025 A* conf
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive Prototyping.
ASE
Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zixin Wang, Xinyi Xu, Wenxuan Wang, Zhiyao Xu, Yuhang Wang, Michael R. Lyu
2025 J jnl
KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems.
CoRR
Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2025 — conf
L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis.
SIGSOFT FSE Companion
Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu
2025 J jnl
L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis.
CoRR
Zhihan Jiang, Junjie Huang, Zhuangbin Chen, Yichen Li, Guangba Yu, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu
2025 J jnl
LLM-assisted Mutation for Whitebox API Testing.
CoRR
Jia Li, Jiacheng Shen, Yuxin Su, Michael R. Lyu
2025 — conf
LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms.
DSN-S
Zhihan Jiang, Rui Ren, Guangba Yu, Yulun Wu, Wenwei Gu, Yichen Li, Yujie Huang, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2025 J jnl
LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms.
CoRR
Zhihan Jiang, Rui Ren, Guangba Yu, Yulun Wu, Wenwei Gu, Yichen Li, Yujie Huang, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2025 J jnl
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation.
CoRR
Renyi Zhong, Yichen Li, Guangba Yu, Wenwei Gu, Jinxi Kuang, Yintong Huo, Michael R. Lyu
2025 A* conf
Learning to Ask: When LLM Agents Meet Unclear Instruction.
EMNLP
Wenxuan Wang, Juluan Shi, Zixuan Ling, Yuk-Kit Chan, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2025 — conf
Learning to Reason from Feedback at Test-Time.
ACL (1)
Yanyang Li, Michael R. Lyu, Liwei Wang
2025 J jnl
Learning to Reason from Feedback at Test-Time.
CoRR
Yanyang Li, Michael R. Lyu, Liwei Wang
2025 A* conf
LogPilot: Intent-aware and Scalable Alert Diagnosis for Large-scale Online Service Systems.
ASE
Zhihan Jiang, Jinyang Liu, Yichen Li, Haiyu Huang, Xiao He, Tieying Zhang, Jianjun Chen, Yi Li, Rui Shi, Michael R. Lyu
2025 J jnl
LogPilot: Intent-aware and Scalable Alert Diagnosis for Large-scale Online Service Systems.
CoRR
Zhihan Jiang, Jinyang Liu, Yichen Li, Haiyu Huang, Xiao He, Tieying Zhang, Jianjun Chen, Yi Li, Rui Shi, Michael R. Lyu
2025 A* conf
Metamorphic Testing for Audio Content Moderation Software.
ASE
Wenxuan Wang, Yongjiang Wu, Junyuan Zhang, Shuqing Li, Yun Peng, Wenting Chen, Shuai Wang, Michael R. Lyu
2025 J jnl
Metamorphic Testing for Audio Content Moderation Software.
CoRR
Wenxuan Wang, Yongjiang Wu, Junyuan Zhang, Shuqing Li, Yun Peng, Wenting Chen, Shuai Wang, Michael R. Lyu
2025 J jnl
Next Edit Prediction: Learning to Predict Code Edits from Context and Interaction History.
CoRR
Ruofan Lu, Yintong Huo, Meng Zhang, Yichen Li, Michael R. Lyu
2025 J jnl
No More Labelled Examples? An Unsupervised Log Parser with LLMs.
Proc. ACM Softw. Eng.
Junjie Huang, Zhihan Jiang, Zhuangbin Chen, Michael R. Lyu
2025 J jnl
On state reverting in solidity smart contracts: Developer practices, fault categorization, and tool evaluation.
Empir. Softw. Eng.
Lu Liu, Lili Wei, Wuqi Zhang, Shuqing Li, Yifan Zhou, Yepang Liu, Shing-Chi Cheung, Michael R. Lyu
2025 A* conf
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents.
ICML
Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Michael R. Lyu, Maarten Sap
2025 J jnl
On the shortcut learning in multilingual neural machine translation.
Neurocomputing
Wenxuan Wang, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2025 — conf
PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback.
Forge@ICSE
Yun Peng, Akhilesh Deepak Gotmare, Michael R. Lyu, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2025 — conf
RAG or Fine-tuning? A Comparative Study on LCMs-based Code Completion in Industry.
SIGSOFT FSE Companion
Chaozheng Wang, Zezhou Yang, Shuzheng Gao, Cuiyun Gao, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
RAG or Fine-tuning? A Comparative Study on LCMs-based Code Completion in Industry.
CoRR
Chaozheng Wang, Zezhou Yang, Shuzheng Gao, Cuiyun Gao, Ting Peng, Hailiang Huang, Yuetang Deng, Michael R. Lyu
2025 J jnl
Relevance of Log Mining and Analytics Papers to IEEE Transactions on Software Engineering.
IEEE Trans. Software Eng.
Massimiliano Di Penta, Domenico Bianculli, Michael R. Lyu, Sebastián Uchitel, Andy Zaidman
2025 J jnl
Runtime Failure Hunting for Physics Engine Based Software Systems: How Far Can We Go?
CoRR
Shuqing Li, Qiang Chen, Xiaoxue Ren, Michael R. Lyu
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
SEER: Enhancing Chain-of-Thought Code Generation through Self-Exploring Deep Reasoning.
CoRR
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, 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
ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents.
CoRR
Yilei Jiang, Yaozhi Zheng, Yuxuan Wan, Jiaming Han, Qunzhong Wang, Michael R. Lyu, Xiangyu Yue
2025 A* conf
Search-Based LLMs for Code Optimization.
ICSE
Shuzheng Gao, Cuiyun Gao, Wenchao Gu, Michael R. Lyu
2025 A* conf
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design.
EMNLP
Wenxin Tang, Jingyu Xiao, Wenxuan Jiang, Xi Xiao, Yuhang Wang, Xuxin Tang, Qing Li, Yuehe Ma, Junliang Liu, Shisong Tang, Michael R. Lyu
2025 J jnl
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design.
CoRR
Wenxin Tang, Jingyu Xiao, Wenxuan Jiang, Xi Xiao, Yuhang Wang, Xuxin Tang, Qing Li, Yuehe Ma, Junliang Liu, Shisong Tang, Michael R. Lyu
2025 J jnl
TREAT: A Code LLMs Trustworthiness / Reliability Evaluation and Testing Framework.
CoRR
Shuzheng Gao, Eric John Li, Man Ho Lam, Jingyu Xiao, Yuxuan Wan, Chaozheng Wang, Man Tik Ng, Michael R. Lyu
2025 J jnl
The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation.
CoRR
Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Xiaoqian Jiao, Chun Yong Chong, Shan Gao, Michael R. Lyu
2025 J jnl
Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis.
CoRR
Wenwei Gu, Renyi Zhong, Jianping Zhang, Michael R. Lyu
2025 J jnl
Trace Sampling 2.0: Code Knowledge Enhanced Span-level Sampling for Distributed Tracing.
CoRR
Yulun Wu, Guangba Yu, Zhihan Jiang, Yichen Li, Michael R. Lyu
2025 J jnl
Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities.
IEEE Trans. Software Eng.
Yaoxian Li, Shiyi Qi, Cuiyun Gao, Yun Peng, David Lo, Michael R. Lyu, Zenglin Xu
2025 J jnl
Understanding the privacy-realisticness dilemma of the metaverse.
Autom. Softw. Eng.
Xiaolu Zhang, Tahmid Rafi, Yuejun Guan, Shuqing Li, Michael R. Lyu
2025 A* conf
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging.
EMNLP
Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu
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 J jnl
When Shared Worlds Break: Demystifying Defects in Multi-User Extended Reality Software Systems.
CoRR
Shuqing Li, Chenran Zhang, Binchang Li, Cuiyun Gao, Michael R. Lyu
2025 — conf
Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases.
EMNLP (Findings)
Jen-tse Huang, Yuhang Yan, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu
2025 A* conf
iKnow: an Intent-Guided Chatbot for Cloud Operations with Retrieval-Augmented Generation.
ASE
Junjie Huang, Yuedong Zhong, Guangba Yu, Zhihan Jiang, Minzhi Yan, Wenfei Luan, Tianyu Yang, Rui Ren, Michael R. Lyu
2024 J jnl
A & B == B & A: Triggering Logical Reasoning Failures in Large Language Models.
CoRR
Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu
2024 A conf
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
ISSTA
Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2024 A* conf
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
ASE
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 J jnl
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
CoRR
Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu
2024 J jnl
A Unified Debugging Approach via LLM-Based Multi-Agent Synergy.
CoRR
Cheryl Lee, Chunqiu Steven Xia, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu
2024 — conf
All Languages Matter: On the Multilingual Safety of LLMs.
ACL (Findings)
Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2024 A* conf
An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles.
ICSE
Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui, Pinjia He, Michael R. Lyu
2024 A* conf
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans.
NeurIPS
Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
CoRR
Wenxuan Wang, Yihang Su, Jingyuan Huan, Jie Liu, Wenting Chen, Yudi Zhang, Cheng-Yi Li, Kao-Jung Chang, Xiaohan Xin, Linlin Shen, Michael R. Lyu
2024 J jnl
Automated Defects Detection and Fix in Logging Statement.
CoRR
Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu
2024 J jnl
Automatic Programming: Large Language Models and Beyond.
CoRR
Michael R. Lyu, Baishakhi Ray, Abhik Roychoudhury, Shin Hwei Tan, Patanamon Thongtanunam
2024 J jnl
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach.
CoRR
Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li, Yintong Huo, Michael R. Lyu
2024 J jnl
Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models.
CoRR
Yiwu Zhong, Zi-Yuan Hu, Michael R. Lyu, Liwei Wang
2024 A* conf
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning.
EMNLP
Yiwu Zhong, Zi-Yuan Hu, Michael R. Lyu, Liwei Wang
2024 J jnl
C
CoRR
Yanyang Li, Tin Long Wong, Cheung To Hung, Jianqiao Zhao, Duo Zheng, Ka Wai Liu, Michael R. Lyu, Liwei Wang
2024 A* conf
CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory.
SOSP
Xuchuan Luo, Jiacheng Shen, Pengfei Zuo, Xin Wang, Michael R. Lyu, Yangfan Zhou
2024 J jnl
Context-Dependent Interactable Graphical User Interface Element Detection for Spatial Computing Applications.
CoRR
Shuqing Li, Binchang Li, Yepang Liu, Cuiyun Gao, Jianping Zhang, Shing-Chi Cheung, Michael R. Lyu
2024 A* conf
Contextualized Data-Wrangling Code Generation in Computational Notebooks.
ASE
Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu
2024 J jnl
Contextualized Data-Wrangling Code Generation in Computational Notebooks.
CoRR
Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu
2024 A* conf
Curvature-Invariant Adversarial Attacks for 3D Point Clouds.
AAAI
Jianping Zhang, Wenwei Gu, Yizhan Huang, Zhihan Jiang, Weibin Wu, Michael R. Lyu
2024 A conf
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.
ISSRE
Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024 J jnl
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.
CoRR
Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024 — conf
Demystifying the Privacy-Realism Dilemma in the Metaverse.
ASE Workshops
Xiaolu Zhang, Tahmid Rafi, Yuejun Guan, Shuqing Li, Michael R. Lyu
2024 J jnl
Distinguishability-guided Test Program Generation for WebAssembly Runtime Performance Testing.
CoRR
Shuyao Jiang, Ruiying Zeng, Yangfan Zhou, Michael R. Lyu
2024 A* conf
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
ICSE
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2024 — conf
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context.
LLM4CODE@ICSE
Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu
2024 J jnl
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context.
CoRR
Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu
2024 — conf
Enhancing Temporal Modeling of Video LLMs via Time Gating.
EMNLP (Findings)
Zi-Yuan Hu, Yiwu Zhong, Shijia Huang, Michael R. Lyu, Liwei Wang
2024 J jnl
Enhancing Temporal Modeling of Video LLMs via Time Gating.
CoRR
Zi-Yuan Hu, Yiwu Zhong, Shijia Huang, Michael R. Lyu, Liwei Wang
2024 J jnl
Exploring Multi-Lingual Bias of Large Code Models in Code Generation.
CoRR
Chaozheng Wang, Zongjie Li, Cuiyun Gao, Wenxuan Wang, Ting Peng, Hailiang Huang, Yuetang Deng, Shuai Wang, Michael R. Lyu
2024 J jnl
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study.
IEEE Trans. Software Eng.
Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Lionel C. Briand, Michael R. Lyu
2024 — conf
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems.
ICSE-SEIP
Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2024 J jnl
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems.
CoRR
Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2024 J jnl
Go Static: Contextualized Logging Statement Generation.
CoRR
Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu
2024 J jnl
Go Static: Contextualized Logging Statement Generation.
Proc. ACM Softw. Eng.
Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu
2024 J jnl
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.
CoRR
Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO.
CoRR
Man Tik Ng, Hui Tung Tse, Jen-tse Huang, Jingjing Li, Wenxuan Wang, Michael R. Lyu
2024 A* conf
Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection.
AAAI
Jianping Zhang, Yizhan Huang, Zhuoer Xu, Weibin Wu, Michael R. Lyu
2024 J jnl
Interaction2Code: How Far Are We From Automatic Interactive Webpage Generation?
CoRR
Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zhiyao Xu, Michael R. Lyu
2024 J jnl
KLNK: Expanding Page Boundaries in a Distributed Shared Memory System.
IEEE Trans. Parallel Distributed Syst.
Yiwei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang
2024 A conf
KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems.
ISSRE
Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2024 — conf
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach.
ICSE-SEIP
Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu
2024 J jnl
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach.
CoRR
Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu
2024 J jnl
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache.
Proc. ACM Softw. Eng.
Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2024 A* conf
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.
ICSE
Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu
2024 J jnl
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.
CoRR
Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu
2024 J jnl
Learning to Ask: When LLMs Meet Unclear Instruction.
CoRR
Wenxuan Wang, Juluan Shi, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Michael R. Lyu
2024 J jnl
Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in VR Apps.
CoRR
Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu
2024 J jnl
Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Apps.
Proc. ACM Softw. Eng.
Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu
2024 A* conf
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem.
ICSE
Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, Michael R. Lyu
2024 A* conf
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models.
EMNLP
Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu
2024 J jnl
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs.
CoRR
Yuxuan Wan, Yi Dong, Jingyu Xiao, Yintong Huo, Wenxuan Wang, Michael R. Lyu
2024 J jnl
MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection.
CoRR
Jinyang Liu, Wenwei Gu, Zhuangbin Chen, Yichen Li, Yuxin Su, Michael R. Lyu
2024 A* conf
Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask.
KDD
Jingyu Xiao, Zhiyao Xu, Qingsong Zou, Qing Li, Dan Zhao, Dong Fang, Ruoyu Li, Wenxin Tang, Kang Li, Xudong Zuo, Penghui Hu, Yong Jiang, Zixuan Weng, Michael R. Lyu
2024 — conf
Making Long-Context Language Models Better Multi-Hop Reasoners.
ACL (1)
Yanyang Li, Shuo Liang, Michael R. Lyu, Liwei Wang
2024 J jnl
Making Long-Context Language Models Better Multi-Hop Reasoners.
CoRR
Yanyang Li, Shuo Liang, Michael R. Lyu, Liwei Wang
2024 J jnl
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking.
CoRR
Jie Liu, Wenxuan Wang, Zizhan Ma, Guolin Huang, Yihang Su, Kao-Jung Chang, Wenting Chen, Haoliang Li, Linlin Shen, Michael R. Lyu
2024 A conf
MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing.
ISSTA
Tianyi Yang, Cheryl Lee, Jiacheng Shen, Yuxin Su, Cong Feng, Yongqiang Yang, Michael R. Lyu
2024 A* conf
New Job, New Gender? Measuring the Social Bias in Image Generation Models.
ACM Multimedia
Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu
2024 J jnl
New Job, New Gender? Measuring the Social Bias in Image Generation Models.
CoRR
Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu
2024 — conf
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
ACL (1)
Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2024 A* conf
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs.
ICLR
Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2024 A* conf
On the Reliability of Psychological Scales on Large Language Models.
EMNLP
Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu
2024 J jnl
On the Resilience of Multi-Agent Systems with Malicious Agents.
CoRR
Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Maarten Sap, Michael R. Lyu
2024 J jnl
On the Shortcut Learning in Multilingual Neural Machine Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback.
CoRR
Yun Peng, Akhilesh Deepak Gotmare, Michael R. Lyu, Caiming Xiong, Silvio Savarese, Doyen Sahoo
2024 A conf
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection.
ISSTA
Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu
2024 J jnl
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection.
CoRR
Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu
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
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
ICDE
Cheryl Lee, Zhouruixin Zhu, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu
2024 J jnl
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
CoRR
Cheryl Lee, Zhouruixin Zhu, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu
2024 J jnl
Scoping Software Engineering for AI: The TSE Perspective.
IEEE Trans. Software Eng.
Sebastián Uchitel, Marsha Chechik, Massimiliano Di Penta, Bram Adams, Nazareno Aguirre, Gabriele Bavota, Domenico Bianculli, Kelly Blincoe, Ana Cavalcanti, Yvonne Dittrich, Filomena Ferrucci, Rashina Hoda, Liguo Huang, David Lo, Michael R. Lyu, Lei Ma, Jonathan I. Maletic, Leonardo Mariani, Collin McMillan, Tim Menzies, Martin Monperrus, Ana Moreno, Nachiappan Nagappan, Liliana Pasquale, Patrizio Pelliccione, Michael Pradel, Rahul Purandare, Sukyoung Ryu, Mehrdad Sabetzadeh, Alexander Serebrenik, Jun Sun, Chakkrit Kla Tantithamthavorn, Christoph Treude, Manuel Wimmer, Yingfei Xiong, Tao Yue, Andy Zaidman, Tao Zhang, Hao Zhong
2024 J jnl
Search-Based LLMs for Code Optimization.
CoRR
Shuzheng Gao, Cuiyun Gao, Wenchao Gu, Michael R. Lyu
2024 J jnl
The Earth is Flat? Unveiling Factual Errors in Large Language Models.
CoRR
Wenxuan Wang, Juluan Shi, Zhaopeng Tu, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2024 J jnl
TraceMesh: Scalable and Streaming Sampling for Distributed Traces.
CoRR
Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng
2024 B conf
Tracemesh: Scalable and Streaming Sampling for Distributed Traces.
CLOUD
Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng
2024 J jnl
ULog: Unsupervised Log Parsing with Large Language Models through Log Contrastive Units.
CoRR
Junjie Huang, Zhihan Jiang, Zhuangbin Chen, Michael R. Lyu
2024 J jnl
Understanding and Mitigating the Uncertainty in Zero-Shot Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
2024 J jnl
XRZoo: A Large-Scale and Versatile Dataset of Extended Reality (XR) Applications.
CoRR
Shuqing Li, Chenran Zhang, Cuiyun Gao, Michael R. Lyu
2024 J jnl
Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials.
Proc. ACM Softw. Eng.
Yizhan Huang, Yichen Li, Weibin Wu, Jianping Zhang, Michael R. Lyu
2023 J jnl
A Large-scale Benchmark for Log Parsing.
CoRR
Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2023 — conf
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
ICDM (Workshops)
Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu
2023 J jnl
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
CoRR
Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu
2023 J jnl
A transformer-based approach for improving app review response generation.
Softw. Pract. Exp.
Weizhe Zhang, Wenchao Gu, Cuiyun Gao, Michael R. Lyu
2023 J jnl
API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning.
IEEE Trans. Software Eng.
Yujia Chen, Cuiyun Gao, Xiaoxue Ren, Yun Peng, Xin Xia, Michael R. Lyu
2023 — conf
API-Knowledge Aware Search-Based Software Testing: Where, What, and How.
ESEC/SIGSOFT FSE
Xiaoxue Ren, Xinyuan Ye, Yun Lin, Zhenchang Xing, Shuqing Li, Michael R. Lyu
2023 J jnl
All Languages Matter: On the Multilingual Safety of Large Language Models.
CoRR
Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu
2023 A* conf
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
ASE
Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu
2023 J jnl
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
CoRR
Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu
2023 J jnl
Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate.
Intell. Syst. Appl.
Antonio Guerriero, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo
2023 A* conf
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection.
ASE
Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, Michael R. Lyu
2023 J jnl
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection.
CoRR
Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, Michael R. Lyu
2023 — conf
BiasAsker: Measuring the Bias in Conversational AI System.
ESEC/SIGSOFT FSE
Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu
2023 J jnl
BiasAsker: Measuring the Bias in Conversational AI System.
CoRR
Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu
2023 A* conf
CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning.
AAAI
Zihan Li, Weibin Wu, Yuxin Su, Zibin Zheng, Michael R. Lyu
2023 — conf
CLEVA: Chinese Language Models EVAluation Platform.
EMNLP (Demos)
Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang
2023 J jnl
CLEVA: Chinese Language Models EVAluation Platform.
CoRR
Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang
2023 J jnl
ChatGPT an ENFJ, Bard an ISTJ: Empirical Study on Personalities of Large Language Models.
CoRR
Jen-tse Huang, Wenxuan Wang, Man Ho Lam, Eric John Li, Wenxiang Jiao, Michael R. Lyu
2023 J jnl
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark.
CoRR
Haoran Wu, Wenxuan Wang, Yuxuan Wan, Wenxiang Jiao, Michael R. Lyu
2023 J jnl
Code Structure-Guided Transformer for Source Code Summarization.
ACM Trans. Softw. Eng. Methodol.
Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lunyiu Nie, Xin Xia, Michael R. Lyu
2023 J jnl
Combatting Front-Running in Smart Contracts: Attack Mining, Benchmark Construction and Vulnerability Detector Evaluation.
IEEE Trans. Software Eng.
Wuqi Zhang, Lili Wei, Shing-Chi Cheung, Yepang Liu, Shuqing Li, Lu Liu, Michael R. Lyu
2023 J jnl
Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study.
CoRR
Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Michael R. Lyu
2023 A* conf
Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System.
SOSP
Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, Michael R. Lyu
2023 J jnl
Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System.
CoRR
Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, Michael R. Lyu
2023 J jnl
Do Not Give Away My Secrets: Uncovering the Privacy Issue of Neural Code Completion Tools.
CoRR
Yizhan Huang, Yichen Li, Weibin Wu, Jianping Zhang, Michael R. Lyu
2023 J jnl
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
CoRR
Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu
2023 A* conf
Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data.
ICSE
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023 J jnl
Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data.
CoRR
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023 J jnl
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench.
CoRR
Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2023 J jnl
EvLog: Evolving Log Analyzer for Anomalous Logs Identification.
CoRR
Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu
2023 A conf
EvLog: Identifying Anomalous Logs over Software Evolution.
ISSRE
Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu
2023 J jnl
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study.
CoRR
Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Michael R. Lyu
2023 J jnl
FUSEE: A Fully Memory-Disaggregated Key-Value Store (Extended Version).
CoRR
Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu
2023 A conf
FUSEE: A Fully Memory-Disaggregated Key-Value Store.
FAST
Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu
2023 A* conf
Fine-Grained Data-Centric Content Protection Policy for Web Applications.
CCS
Zilun Wang, Wei Meng, Michael R. Lyu
2023 A* conf
Generative Type Inference for Python.
ASE
Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 J jnl
Generative Type Inference for Python.
CoRR
Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 A* conf
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention.
ICSE
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2023 J jnl
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention.
CoRR
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2023 A* conf
Improving the Transferability of Adversarial Samples by Path-Augmented Method.
CVPR
Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu
2023 J jnl
Improving the Transferability of Adversarial Samples by Path-Augmented Method.
CoRR
Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu
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 J jnl
LLMParser: A LLM-based Log Parsing Framework.
CoRR
Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2023 J jnl
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem.
CoRR
Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, Michael R. Lyu
2023 A conf
Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics.
ISSRE
Jieming Zhu, Shilin He, Pinjia He, Jinyang Liu, Michael R. Lyu
2023 A* conf
MTTM: Metamorphic Testing for Textual Content Moderation Software.
ICSE
Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu
2023 J jnl
MTTM: Metamorphic Testing for Textual Content Moderation Software.
CoRR
Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu
2023 A* conf
Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion.
ASE
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023 J jnl
Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion.
CoRR
Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023 J jnl
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
CoRR
Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu
2023 J jnl
On the Robustness of Latent Diffusion Models.
CoRR
Jianping Zhang, Zhuoer Xu, Shiwen Cui, Changhua Meng, Weibin Wu, Michael R. Lyu
2023 J jnl
Performance Issue Identification in Cloud Systems with Relational-Temporal Anomaly Detection.
CoRR
Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Michael R. Lyu
2023 A conf
Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services.
ISSRE
Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu
2023 J jnl
Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services.
CoRR
Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu
2023 A* conf
Practical and Efficient Model Extraction of Sentiment Analysis APIs.
ICSE
Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, Michael R. Lyu
2023 A* conf
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems.
ASE
Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2023 J jnl
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems.
CoRR
Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
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 A* conf
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes.
ASE
Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu
2023 J jnl
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes.
CoRR
Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu
2023 A* conf
Revealing Performance Issues in Server-Side WebAssembly Runtimes Via Differential Testing.
ASE
Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu
2023 J jnl
Revealing Performance Issues in Server-side WebAssembly Runtimes via Differential Testing.
CoRR
Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu
2023 J jnl
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
IEEE Trans. Software Eng.
Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2023 A* conf
SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory.
OSDI
Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael R. Lyu, Yangfan Zhou
2023 J jnl
Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop.
CoRR
Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, Michael R. Lyu
2023 A* conf
SemParser: A Semantic Parser for Log Analytics.
ICSE
Yintong Huo, Yuxin Su, Cheryl Lee, Michael R. Lyu
2023 J jnl
Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives.
CoRR
Shuqing Li, Lili Wei, Yepang Liu, Cuiyun Gao, Shing-Chi Cheung, Michael R. Lyu
2023 A* conf
Towards Semantics- and Domain-Aware Adversarial Attacks.
IJCAI
Jianping Zhang, Yung-Chieh Huang, Weibin Wu, Michael R. Lyu
2023 A* conf
Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization.
CVPR
Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu
2023 J jnl
Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization.
CoRR
Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu
2023 A* conf
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control.
ICCV
Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang
2023 J jnl
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control.
CoRR
Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang
2023 A conf
Validating Multimedia Content Moderation Software via Semantic Fusion.
ISSTA
Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu
2023 J jnl
Validating Multimedia Content Moderation Software via Semantic Fusion.
CoRR
Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu
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 J jnl
Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench.
CoRR
Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities.
CoRR
Yaoxian Li, Shiyi Qi, Cuiyun Gao, Yun Peng, David Lo, Zenglin Xu, Michael R. Lyu
2022 J jnl
A Survey on Automated Log Analysis for Reliability Engineering.
ACM Comput. Surv.
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
2022 J jnl
A Transformer-Based Approach for Improving App Review Response Generation.
CoRR
Weizhe Zhang, Wenchao Gu, Cuiyun Gao, Michael R. Lyu
2022 J jnl
AEON: A Method for Automatic Evaluation of NLP Test Cases.
CoRR
Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu
2022 A conf
AEON: a method for automatic evaluation of NLP test cases.
ISSTA
Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu
2022 J jnl
API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning.
CoRR
Yujia Chen, Xiaoxue Ren, Cuiyun Gao, Yun Peng, Xin Xia, Michael R. Lyu
2022 A* conf
ARCLIN: Automated API Mention Resolution for Unformatted Texts.
ICSE
Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu
2022 J jnl
ARCLIN: Automated API Mention Resolution for Unformatted Texts.
CoRR
Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu
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 J jnl
An Adaptive Resilience Testing Framework for Microservice Systems.
CoRR
Tianyi Yang, Cheryl Lee, Jiacheng Shen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2022 J jnl
An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection.
ACM SIGOPS Oper. Syst. Rev.
Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Michael R. Lyu
2022 J jnl
Automating App Review Response Generation Based on Contextual Knowledge.
ACM Trans. Softw. Eng. Methodol.
Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu
2022 A conf
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems.
DSN
Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, Michael R. Lyu
2022 J jnl
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems.
CoRR
Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, Michael R. Lyu
2022 A* conf
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation.
EMNLP
Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang
2022 J jnl
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation.
CoRR
Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang
2022 J jnl
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.
IEEE Trans. Software Eng.
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2022 J jnl
Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenxiang Jiao, Xing Wang, Shilin He, Zhaopeng Tu, Irwin King, Michael R. Lyu
2022 A* conf
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows.
EMNLP
Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang
2022 J jnl
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows.
CoRR
Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang
2022 J jnl
Front-Running Attack Benchmark Construction and Vulnerability Detection Technique Evaluation.
CoRR
Wuqi Zhang, Lili Wei, Shing-Chi Cheung, Yepang Liu, Shuqing Li, Lu Liu, Michael R. Lyu
2022 J jnl
Improving Adversarial Transferability via Neuron Attribution-Based Attacks.
CoRR
Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu
2022 A* conf
Improving Adversarial Transferability via Neuron Attribution-based Attacks.
CVPR
Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu
2022 J jnl
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2022 — conf
LogVm: Variable Semantics Miner for Log Messages.
ISSRE Workshops
Yintong Huo, Yuxin Su, Michael R. Lyu
2022 — conf
Managing Service Dependency for Cloud Reliability: The Industrial Practice.
ISSRE Workshops
Tianyi Yang, Baitong Li, Jiacheng Shen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2022 J jnl
Managing Service Dependency for Cloud Reliability: The Industrial Practice.
CoRR
Tianyi Yang, Baitong Li, Jiacheng Shen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2022 J jnl
Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs.
ACM Trans. Softw. Eng. Methodol.
Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou, Michael R. Lyu
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 — conf
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
NAACL-HLT (Findings)
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 J jnl
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
CoRR
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 A* conf
Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python.
ICSE
Yun Peng, Cuiyun Gao, Zongjie Li, Bowei Gao, David Lo, Qirun Zhang, Michael R. Lyu
2022 A* conf
Text Revision By On-the-Fly Representation Optimization.
AAAI
Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu
2022 J jnl
Text Revision by On-the-Fly Representation Optimization.
CoRR
Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu
2022 A* conf
Towards Efficient Post-training Quantization of Pre-trained Language Models.
NeurIPS
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
2022 — conf
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation.
ACL (1)
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
Understanding and Mitigating the Uncertainty in Zero-Shot Translation.
CoRR
Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu
2022 J jnl
Understanding in-app advertising issues based on large scale app review analysis.
Inf. Softw. Technol.
Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2022 J jnl
Web Service QoS Prediction via Collaborative Filtering: A Survey.
IEEE Trans. Serv. Comput.
Zibin Zheng, Xiaoli Li, Mingdong Tang, Fenfang Xie, Michael R. Lyu
2021 A* conf
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems.
ASE
Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2021 J jnl
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems.
CoRR
Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2021 — conf
BinaryBERT: Pushing the Limit of BERT Quantization.
ACL/IJCNLP (1)
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
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 — conf
DAP-BERT: Differentiable Architecture Pruning of BERT.
ICONIP (1)
Chung-Yiu Yau, Haoli Bai, Irwin King, Michael R. Lyu
2021 A conf
Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms.
ICDCS
Jiacheng Shen, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu
2021 B conf
Discrete Auto-regressive Variational Attention Models for Text Modeling.
IJCNN
Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King
2021 J jnl
Discrete Auto-regressive Variational Attention Models for Text Modeling.
CoRR
Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King
2021 J jnl
Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience.
Inf. Softw. Technol.
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
2021 J jnl
Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection.
CoRR
Zhuangbin Chen, Jinyang Liu, Wenwei Gu, Yuxin Su, Michael R. Lyu
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 J jnl
HiTyper: A Hybrid Static Type Inference Framework with Neural Prediction.
CoRR
Yun Peng, Zongjie Li, Cuiyun Gao, Bowei Gao, David Lo, Michael R. Lyu
2021 A* conf
Improving the Transferability of Adversarial Samples With Adversarial Transformations.
CVPR
Weibin Wu, Yuxin Su, Michael R. Lyu, Irwin King
2021 J jnl
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
CoRR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2021 J jnl
Making Online Sketching Hashing Even Faster.
IEEE Trans. Knowl. Data Eng.
Xixian Chen, Haiqin Yang, Shenglin Zhao, Irwin King, Michael R. Lyu
2021 — conf
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation.
NAACL-HLT
Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang
2021 J jnl
On the diversity of multi-head attention.
Neurocomputing
Jian Li, Xing Wang, Zhaopeng Tu, Michael R. Lyu
2021 J jnl
Open-Retrieval Conversational Machine Reading.
CoRR
Yifan Gao, Jingjing Li, Michael R. Lyu, Irwin King
2021 J jnl
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
CoRR
Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu
2021 — conf
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.
ACL/IJCNLP (1)
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King
2021 J jnl
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.
CoRR
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King
2021 J jnl
SemParser: A Semantic Parser for Log Analysis.
CoRR
Yintong Huo, Yuxin Su, Baitong Li, Michael R. Lyu
2021 — conf
TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release.
WWW (Companion Volume)
Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo, Michael R. Lyu
2021 J jnl
TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release.
CoRR
Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo, Michael R. Lyu
2021 J jnl
Towards Efficient Post-training Quantization of Pre-trained Language Models.
CoRR
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
2021 J jnl
Why an Android App Is Classified as Malware: Toward Malware Classification Interpretation.
ACM Trans. Softw. Eng. Methodol.
Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu
2020 J jnl
A Survey on Automated Log Analysis for Reliability Engineering.
CoRR
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
2020 J jnl
An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis.
CoRR
Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2020 J jnl
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models.
CoRR
Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu
2020 J jnl
Automating App Review Response Generation Based on Contextual Knowledge.
CoRR
Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu
2020 J jnl
Automating App Review Response Generation.
CoRR
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
2020 J jnl
Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs.
IEEE Trans. Dependable Secur. Comput.
Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu
2020 J jnl
BinaryBERT: Pushing the Limit of BERT Quantization.
CoRR
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
2020 A* conf
Boosting the Transferability of Adversarial Samples via Attention.
CVPR
Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai
2020 J jnl
CDS: A Cross-Version Software Defect Prediction Model With Data Selection.
IEEE Access
Jie Zhang, Jiajing Wu, Chun-Lung Philip Chen, Zibin Zheng, Michael R. Lyu
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 — conf
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.
EMNLP (1)
Yue Wang, Jing Li, Michael R. Lyu, Irwin King
2020 J jnl
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.
CoRR
Yue Wang, Jing Li, Michael R. Lyu, Irwin King
2020 — conf
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.
EMNLP (1)
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu
2020 J jnl
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.
CoRR
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu
2020 — conf
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.
EMNLP (Findings)
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King
2020 J jnl
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.
CoRR
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King
2020 — conf
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
EMNLP (1)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discrete Variational Attention Models for Language Generation.
CoRR
Xianghong Fang, Haoli Bai, Zenglin Xu, Michael R. Lyu, Irwin King
2020 J jnl
Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience.
CoRR
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
2020 J jnl
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 J jnl
Effective Data-Aware Covariance Estimator From Compressed Data.
IEEE Trans. Neural Networks Learn. Syst.
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 J jnl
Effective Data-aware Covariance Estimator from Compressed Data.
CoRR
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 J jnl
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.
CoRR
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2020 J jnl
Expert Perspectives on AI.
IEEE Softw.
Anita D. Carleton, Erin Harper, Michael R. Lyu, Sigrid Eldh, Tao Xie, Tim Menzies
2020 A* conf
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
ACL
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 — conf
Exploiting Unsupervised Data for Emotion Recognition in Conversations.
EMNLP (Findings)
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 J jnl
Exploiting Unsupervised Data for Emotion Recognition in Conversations.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 A* conf
Few Shot Network Compression via Cross Distillation.
AAAI
Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu
2020 A* conf
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
CVPR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2020 J jnl
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
CoRR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2020 J jnl
Incorporating geographical location for team formation in social coding sites.
World Wide Web
Liang Chen, Yongjian Ye, Angyu Zheng, Fenfang Xie, Zibin Zheng, Michael R. Lyu
2020 J jnl
Layered obfuscation: a taxonomy of software obfuscation techniques for layered security.
Cybersecur.
Hui Xu, Yangfan Zhou, Jiang Ming, Michael R. Lyu
2020 — conf
Learning 3D Face Reconstruction with a Pose Guidance Network.
ACCV (5)
Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu
2020 J jnl
Learning 3D Face Reconstruction with a Pose Guidance Network.
CoRR
Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu
2020 J jnl
Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics.
CoRR
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
2020 J jnl
Making Online Sketching Hashing Even Faster.
CoRR
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 J jnl
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation.
CoRR
Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang
2020 A* conf
Neuron Interaction Based Representation Composition for Neural Machine Translation.
AAAI
Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu
2020 — conf
Photon: A Robust Cross-Domain Text-to-SQL System.
ACL (demo)
Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King
2020 J jnl
Photon: A Robust Cross-Domain Text-to-SQL System.
CoRR
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi
2020 J jnl
Random Priority-Based Thrashing Control for Distributed Shared Memory.
IEEE Trans. Parallel Distributed Syst.
Yiwei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang
2020 A* conf
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.
AAAI
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 A* conf
Revisiting Parameter Sharing for Automatic Neural Channel Number Search.
NeurIPS
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael R. Lyu, Jian Cheng
2020 — conf
Software Reliability Engineering for Resilient Cloud Operations.
ICSOC Workshops
Michael R. Lyu, Yuxin Su
2020 J jnl
The AI Effect: Working at the Intersection of AI and SE.
IEEE Softw.
Anita D. Carleton, Erin Harper, Tim Menzies, Tao Xie, Sigrid Eldh, Michael R. Lyu
2020 A* conf
Towards Global Explanations of Convolutional Neural Networks With Concept Attribution.
CVPR
Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai
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
2020 A* conf
Unsupervised Text Generation by Learning from Search.
NeurIPS
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King
2020 J jnl
Unsupervised Text Generation by Learning from Search.
CoRR
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King
2020 — conf
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
EMNLP (1)
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 J jnl
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
CoRR
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 A* conf
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
WWW
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2020 J jnl
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2020 J jnl
Why an Android App is Classified as Malware? Towards Malware Classification Interpretation.
CoRR
Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu
2019 A conf
An Empirical Study of Common Challenges in Developing Deep Learning Applications.
ISSRE
Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim
2019 — conf
An Online Topic Modeling Framework with Topics Automatically Labeled.
WNLP@ACL
Fenglei Jin, Cuiyun Gao, Michael R. Lyu
2019 J jnl
An Online Topic Modeling Framework with Topics Automatically Labeled.
CoRR
Fenglei Jin, Cuiyun Gao, Michael R. Lyu
2019 A* conf
Automating App Review Response Generation.
ASE
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
2019 A* conf
DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
AAAI
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2019 J jnl
DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
CoRR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2019 A conf
Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks.
DSN
Weibin Wu, Hui Xu, Sanqiang Zhong, Michael R. Lyu, Irwin King
2019 J jnl
Detecting Deep Neural Network Defects with Data Flow Analysis.
CoRR
Jiazhen Gu, Huanlin Xu, Yangfan Zhou, Xin Wang, Hui Xu, Michael R. Lyu
2019 A* conf
Difficulty Controllable Generation of Reading Comprehension Questions.
IJCAI
Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King
2019 — conf
Emerging app issue identification from user feedback: experience on WeChat.
ICSE (SEIP)
Cuiyun Gao, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, Michael R. Lyu, Irwin King
2019 J jnl
Few Shot Network Compression via Cross Distillation.
CoRR
Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu
2019 A* conf
Generating Distractors for Reading Comprehension Questions from Real Examinations.
AAAI
Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu
2019 — conf
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition.
NAACL-HLT (1)
Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu
2019 J jnl
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition.
CoRR
Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu
2019 — conf
Improving Question Generation With to the Point Context.
EMNLP/IJCNLP (1)
Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu
2019 J jnl
Improving Question Generation With to the Point Context.
CoRR
Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu
2019 J jnl
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling.
CoRR
Wenxiang Jiao, Irwin King, Michael R. Lyu
2019 — conf
Information Aggregation for Multi-Head Attention with Routing-by-Agreement.
NAACL-HLT (1)
Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu
2019 J jnl
Information Aggregation for Multi-Head Attention with Routing-by-Agreement.
CoRR
Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu
2019 — conf
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.
ACL (1)
Yifan Gao, Piji Li, Irwin King, Michael R. Lyu
2019 J jnl
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.
CoRR
Yifan Gao, Piji Li, Irwin King, Michael R. Lyu
2019 A* conf
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression.
ASE
Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu
2019 J jnl
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression.
CoRR
Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu
2019 — conf
Microblog Hashtag Generation via Encoding Conversation Contexts.
NAACL-HLT (1)
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi
2019 J jnl
Microblog Hashtag Generation via Encoding Conversation Contexts.
CoRR
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi
2019 — conf
NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming.
DSN Workshops
Hui Xu, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, Michael R. Lyu
2019 J jnl
Neuron Interaction Based Representation Composition for Neural Machine Translation.
CoRR
Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu
2019 J jnl
PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2019 A* conf
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators.
IJCAI
Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu
2019 J jnl
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2019 A* conf
SelFlow: Self-Supervised Learning of Optical Flow.
CVPR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2019 J jnl
SelFlow: Self-Supervised Learning of Optical Flow.
CoRR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2019 A conf
Textout: Detecting Text-Layout Bugs in Mobile Apps via Visualization-Oriented Learning.
ISSRE
Yaohui Wang, Hui Xu, Yangfan Zhou, Michael R. Lyu, Xin Wang
2019 A* conf
Title-Guided Encoding for Keyphrase Generation.
AAAI
Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu
2019 — conf
Tools and benchmarks for automated log parsing.
ICSE (SEIP)
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu
2019 — conf
Topic-Aware Neural Keyphrase Generation for Social Media Language.
ACL (1)
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi
2019 J jnl
Topic-Aware Neural Keyphrase Generation for Social Media Language.
CoRR
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi
2019 — conf
Towards Understanding Neural Machine Translation with Word Importance.
EMNLP/IJCNLP (1)
Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi
2019 J jnl
Towards Understanding Neural Machine Translation with Word Importance.
CoRR
Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
Trans. Assoc. Comput. Linguistics
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 J jnl
A Data Set for User Request Trace-Oriented Monitoring and its Applications.
IEEE Trans. Serv. Comput.
Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu
2018 J jnl
A Directed Acyclic Graph Approach to Online Log Parsing.
CoRR
Pinjia He, Jieming Zhu, Pengcheng Xu, Zibin Zheng, Michael R. Lyu
2018 A* conf
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization.
IJCAI
Xiaotian Yu, Irwin King, Michael R. Lyu, Tianbao Yang
2018 B conf
AI Techniques in Software Engineering Paradigm.
ICPE
Michael R. Lyu
2018 J jnl
Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation.
Neural Process. Lett.
Shenglin Zhao, Irwin King, Michael R. Lyu
2018 A* conf
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.
NeurIPS
Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu
2018 J jnl
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.
CoRR
Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu
2018 A* conf
Characterizing the natural language descriptions in software logging statements.
ASE
Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu
2018 A* conf
Code Completion with Neural Attention and Pointer Networks.
IJCAI
Jian Li, Yue Wang, Michael R. Lyu, Irwin King
2018 A conf
Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization.
CIKM
Yuxin Su, Michael R. Lyu, Irwin King
2018 J jnl
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation.
CoRR
Hui Xu, Yuxin Su, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, Irwin King
2018 J jnl
Difficulty Controllable Question Generation for Reading Comprehension.
CoRR
Yifan Gao, Jianan Wang, Lidong Bing, Irwin King, Michael R. Lyu
2018 — conf
Exploring the effects of ad schemes on the performance cost of mobile phones.
A-Mobile@ASE
Cuiyun Gao, Jichuan Zeng, Federica Sarro, Michael R. Lyu, Irwin King
2018 J jnl
Generating Distractors for Reading Comprehension Questions from Real Examinations.
CoRR
Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu
2018 — conf
INFAR: insight extraction from app reviews.
ESEC/SIGSOFT FSE
Cuiyun Gao, Jichuan Zeng, David Lo, Chin-Yew Lin, Michael R. Lyu, Irwin King
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 J jnl
MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs.
IEEE Trans. Reliab.
Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu
2018 A conf
Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution.
DSN
Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu, Michael R. Lyu
2018 A* conf
Multi-Head Attention with Disagreement Regularization.
EMNLP
Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang
2018 J jnl
Multi-Head Attention with Disagreement Regularization.
CoRR
Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang
2018 A conf
Neural Relational Topic Models for Scientific Article Analysis.
CIKM
Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu
2018 J jnl
Online Nonlinear AUC Maximization for Imbalanced Data Sets.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So
2018 A* conf
Online app review analysis for identifying emerging issues.
ICSE
Cuiyun Gao, Jichuan Zeng, Michael R. Lyu, Irwin King
2018 J jnl
Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.
Soc. Netw. Anal. Min.
Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu
2018 A conf
Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts.
ICME
Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu
2018 — book
Point-of-Interest Recommendation in Location-Based Social Networks
Shenglin Zhao, Michael R. Lyu, Irwin King
2018 A conf
Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs.
UAI
Xiaotian Yu, Han Shao, Michael R. Lyu, Irwin King
2018 — ch.
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Hao Ma, Irwin King, Michael R. Lyu
2018 J jnl
Title-Guided Encoding for Keyphrase Generation.
CoRR
Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu
2018 J jnl
Tools and Benchmarks for Automated Log Parsing.
CoRR
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu
2018 A* conf
Topic Memory Networks for Short Text Classification.
EMNLP
Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 J jnl
Topic Memory Networks for Short Text Classification.
CoRR
Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 J jnl
Towards Automated Log Parsing for Large-Scale Log Data Analysis.
IEEE Trans. Dependable Secur. Comput.
Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu
2017 A conf
CARP: Context-Aware Reliability Prediction of Black-Box Web Services.
ICWS
Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu
2017 A* conf
CBRAP: Contextual Bandits with RAndom Projection.
AAAI
Xiaotian Yu, Michael R. Lyu, Irwin King
2017 J jnl
Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization.
IEEE Trans. Serv. Comput.
Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya
2017 J jnl
Code Completion with Neural Attention and Pointer Networks.
CoRR
Jian Li, Yue Wang, Irwin King, Michael R. Lyu
2017 A conf
Concolic Execution on Small-Size Binaries: Challenges and Empirical Study.
DSN
Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu
2017 A conf
Drain: An Online Log Parsing Approach with Fixed Depth Tree.
ICWS
Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu
2017 A conf
FROSH: FasteR Online Sketching Hashing.
UAI
Xixian Chen, Irwin King, Michael R. Lyu
2017 C conf
From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.
ADMA
Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King
2017 — conf
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation.
ICONIP (5)
Shenglin Zhao, Irwin King, Michael R. Lyu
2017 — conf
Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation.
WWW (Companion Volume)
Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu
2017 J jnl
High-Resolution Deep Convolutional Generative Adversarial Networks.
CoRR
Joachim de Curtò, Irene C. Zarza, Fernando De la Torre, Irwin King, Michael R. Lyu
2017 — conf
IntelliAd: assisting mobile app developers in measuring ad costs automatically.
ICSE (Companion Volume)
Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, Michael R. Lyu
2017 A* conf
Learning to Rank Using Localized Geometric Mean Metrics.
SIGIR
Yuxin Su, Irwin King, Michael R. Lyu
2017 J jnl
Learning to Rank Using Localized Geometric Mean Metrics.
CoRR
Yuxin Su, Irwin King, Michael R. Lyu
2017 A* conf
Mining Business Opportunities from Location-based Social Networks.
SIGIR
Shenglin Zhao, Irwin King, Michael R. Lyu, Jia Zeng, Mingxuan Yuan
2017 J jnl
On Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs.
CoRR
Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu
2017 J jnl
On Secure and Usable Program Obfuscation: A Survey.
CoRR
Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu
2017 J jnl
Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization.
IEEE Trans. Parallel Distributed Syst.
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu
2017 J jnl
Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems.
IEEE Trans. Software Eng.
HongBing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, Michael R. Lyu
2017 — book
QoS Prediction in Cloud and Service Computing - Approaches and Applications
Yilei Zhang, Michael R. Lyu
2017 A* conf
Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects.
ICDM
Xiaotian Yu, Irwin King, Michael R. Lyu
2017 J jnl
Semantically Consistent Image Completion with Fine-grained Details.
CoRR
Pengpeng Liu, Xiaojuan Qi, Pinjia He, Yikang Li, Michael R. Lyu, Irwin King
2017 B conf
Simple and efficient parallelization for probabilistic temporal tensor factorization.
IJCNN
Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu
2017 C conf
Software Defect Prediction via Convolutional Neural Network.
QRS
Jian Li, Pinjia He, Jieming Zhu, Michael R. Lyu
2017 A* conf
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data.
ICML
Xixian Chen, Michael R. Lyu, Irwin King
2017 — conf
Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method.
SIGSPATIAL/GIS
Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Michael R. Lyu, Irwin King
2016 J jnl
A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation.
ACM Trans. Web
Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, Michael R. Lyu
2016 J jnl
A Survey of Point-of-interest Recommendation in Location-based Social Networks.
CoRR
Shenglin Zhao, Irwin King, Michael R. Lyu
2016 J jnl
A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks.
ACM Trans. Intell. Syst. Technol.
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
2016 — conf
Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation.
ICONIP (3)
Shenglin Zhao, Michael R. Lyu, Irwin King
2016 A conf
An Evaluation Study on Log Parsing and Its Use in Log Mining.
DSN
Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu
2016 J jnl
Assessing the Security Properties of Software Obfuscation.
IEEE Secur. Priv.
Hui Xu, Michael R. Lyu
2016 A conf
Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation.
ICWS
Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu, Michael R. Lyu
2016 — conf
DiagDroid: Android performance diagnosis via anatomizing asynchronous executions.
SIGSOFT FSE
Yu Kang, Yangfan Zhou, Hui Xu, Michael R. Lyu
2016 B conf
Distributed Information-Theoretic Metric Learning in Apache Spark.
IJCNN
Yuxin Su, Haiqin Yang, Irwin King, Michael R. Lyu
2016 A conf
Experience Report: Detecting Poor-Responsive UI in Android Applications.
ISSRE
Yu Kang, Yangfan Zhou, Min Gao, Yixia Sun, Michael R. Lyu
2016 A conf
Experience Report: System Log Analysis for Anomaly Detection.
ISSRE
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
2016 A conf
Experience Report: Understanding Cross-Platform App Issues from User Reviews.
ISSRE
Yichuan Man, Cuiyun Gao, Michael R. Lyu, Jiuchun Jiang
2016 J jnl
GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation.
CoRR
Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu
2016 J jnl
IntelliAd Understanding In-APP Ad Costs From Users Perspective.
CoRR
Cuiyun Gao, Hui Xu, Yichuan Man, Yangfan Zhou, Michael R. Lyu
2016 A* conf
Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.
IJCAI
Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu
2016 — conf
N-version Obfuscation.
CPSS@AsiaCCS
Hui Xu, Yangfan Zhou, Michael R. Lyu
2016 J jnl
On Cloud Service Reliability Enhancement with Optimal Resource Usage.
IEEE Trans. Cloud Comput.
Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang
2016 B conf
Online non-negative dictionary learning via moment information for sparse Poisson coding.
IJCNN
Xiaotian Yu, Haiqin Yang, Irwin King, Michael R. Lyu
2016 A* conf
STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation.
AAAI
Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King
2016 J jnl
Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization.
CoRR
Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu
2016 J jnl
Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization.
IEEE Trans. Reliab.
Jianlong Xu, Zibin Zheng, Michael R. Lyu
2015 A conf
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation.
ICWS
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu
2015 J jnl
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation.
CoRR
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu
2015 J jnl
A topic-biased user reputation model in rating systems.
Knowl. Inf. Syst.
Baichuan Li, Rong-Hua Li, Irwin King, Michael R. Lyu, Jeffrey Xu Yu
2015 J jnl
Boosting Response Aware Model-Based Collaborative Filtering.
IEEE Trans. Knowl. Data Eng.
Haiqin Yang, Guang Ling, Yuxin Su, Michael R. Lyu, Irwin King
2015 J jnl
Budget constrained non-monotonic feature selection.
Neural Networks
Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King
2015 J jnl
Context-Aware Reliability Prediction of Black-Box Services.
CoRR
Jieming Zhu, Zibin Zheng, Michael R. Lyu
2015 — conf
Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing.
CIC
Yue Wang, Zibin Zheng, Michael R. Lyu
2015 A* conf
Exploiting k-Degree Locality to Improve Overlapping Community Detection.
IJCAI
Hongyi Zhang, Michael R. Lyu, Irwin King
2015 J jnl
Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction.
IEEE J. Biomed. Health Informatics
Ning Wang, Michael R. Lyu
2015 A conf
Fast Relative-Error Approximation Algorithm for Ridge Regression.
UAI
Shouyuan Chen, Yang Liu, Michael R. Lyu, Irwin King, Shengyu Zhang
2015 J jnl
Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing.
IEEE Trans. Serv. Comput.
Michael R. Lyu, Liang-Jie Zhang
2015 A* conf
Incorporating Implicit Link Preference Into Overlapping Community Detection.
AAAI
Hongyi Zhang, Irwin King, Michael R. Lyu
2015 A* conf
Kernelized Online Imbalanced Learning with Fixed Budgets.
AAAI
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
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 J jnl
Maximum margin semi-supervised learning with irrelevant data.
Neural Networks
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2015 J jnl
N-Version Obfuscation: Impeding Software Tampering Replication with Program Diversity.
CoRR
Hui Xu, Yangfan Zhou, Michael R. Lyu
2015 A conf
PAID: Prioritizing app issues for developers by tracking user reviews over versions.
ISSRE
Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, Michael R. Lyu
2015 J jnl
PersisDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions.
CoRR
Yu Kang, Yangfan Zhou, Hui Xu, Michael R. Lyu
2015 J jnl
Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems.
IEEE Trans. Serv. Comput.
Shangguang Wang, Zibin Zheng, Zhengping Wu, Michael R. Lyu, Fangchun Yang
2015 J jnl
Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints.
IEEE Trans. Computers
Zibin Zheng, Michael R. Lyu
2015 A conf
SpyAware: Investigating the privacy leakage signatures in app execution traces.
ISSRE
Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, Michael R. Lyu
2015 A* conf
Training-Efficient Feature Map for Shift-Invariant Kernels.
IJCAI
Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu
2015 A conf
WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications.
WSDM
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2014 — conf
A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction.
SOSE
Pinjia He, Jieming Zhu, Jianlong Xu, Michael R. Lyu
2014 J jnl
A topology-aware method for scientific application deployment on cloud.
Int. J. Web Grid Serv.
Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu
2014 J jnl
An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems.
IEEE Trans. Reliab.
Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu
2014 J jnl
An Online Performance Prediction Framework for Service-Oriented Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2014 J jnl
CGA-based deadlock solving strategies towards vehicle sensing systems.
EURASIP J. Wirel. Commun. Netw.
Jianlong Xu, Zibin Zheng, Michael R. Lyu
2014 J jnl
Clustering Web services to facilitate service discovery.
Knowl. Inf. Syst.
Jian Wu, Liang Chen, Zibin Zheng, Michael R. Lyu, Zhaohui Wu
2014 — conf
Combinatorial Pure Exploration of Multi-Armed Bandits.
NIPS
Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen
2014 A conf
Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds.
ICWS
Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu
2014 B conf
Exploiting homophily-based implicit social network to improve recommendation performance.
IJCNN
Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King
2014 A conf
Gradient boosting factorization machines.
RecSys
Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu
2014 — conf
Granger Causality-Aware Prediction and Diagnosis of Software Degradation.
IEEE SCC
Pengfei Zheng, Yangfan Zhou, Michael R. Lyu, Yong Qi
2014 J jnl
Investigating QoS of Real-World Web Services.
IEEE Trans. Serv. Comput.
Zibin Zheng, Yilei Zhang, Michael R. Lyu
2014 A conf
Location-Based Hierarchical Matrix Factorization for Web Service Recommendation.
ICWS
Pinjia He, Jieming Zhu, Zibin Zheng, Jianlong Xu, Michael R. Lyu
2014 J jnl
Modeling and exploiting tag relevance for Web service mining.
Knowl. Inf. Syst.
Liang Chen, Jian Wu, Zibin Zheng, Michael R. Lyu, Zhaohui Wu
2014 — conf
Non-monotonic Feature Selection for Regression.
ICONIP (2)
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu
2014 — ch.
QoS-Aware Web Service Recommendation via Collaborative Filtering.
Web Services Foundations
Xi Chen, Zibin Zheng, Michael R. Lyu
2014 A conf
Ratings meet reviews, a combined approach to recommend.
RecSys
Guang Ling, Michael R. Lyu, Irwin King
2014 J jnl
Reliability-Based Design Optimization for Cloud Migration.
IEEE Trans. Serv. Comput.
Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu
2014 — ch.
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining
Hao Ma, Irwin King, Michael R. Lyu
2014 A conf
Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones.
SOUPS
Hui Xu, Yangfan Zhou, Michael R. Lyu
2014 A conf
Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation.
ICDCS
Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu
2014 — conf
Towards an Open Data Set for Trace-Oriented Monitoring.
IEEE CLOUD
Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu
2014 C conf
Trace Bench: An Open Data Set for Trace-Oriented Monitoring.
CloudCom
Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu
2014 J jnl
Web Service Recommendation via Exploiting Location and QoS Information.
IEEE Trans. Parallel Distributed Syst.
Xi Chen, Zibin Zheng, Qi Yu, Michael R. Lyu
2013 A* conf
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers.
EMNLP
Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu
2013 A* conf
A Unified Framework for Reputation Estimation in Online Rating Systems.
IJCAI
Guang Ling, Irwin King, Michael R. Lyu
2013 — conf
Capturing Geographical Influence in POI Recommendations.
ICONIP (2)
Shenglin Zhao, Irwin King, Michael R. Lyu
2013 J jnl
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization.
IEEE Trans. Serv. Comput.
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2013 — conf
DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications.
IEEE CLOUD
Jieming Zhu, Zibin Zheng, Michael R. Lyu
2013 J jnl
Efficient online learning for multitask feature selection.
ACM Trans. Knowl. Discov. Data
Haiqin Yang, Michael R. Lyu, Irwin King
2013 — conf
Exact and Stable Recovery of Pairwise Interaction Tensors.
NIPS
Shouyuan Chen, Michael R. Lyu, Irwin King, Zenglin Xu
2013 A* conf
Fast algorithms for Dyck-CFL-reachability with applications to alias analysis.
PLDI
Qirun Zhang, Michael R. Lyu, Hao Yuan, Zhendong Su
2013 J jnl
MDiag: Mobility-assisted diagnosis for wireless sensor networks.
J. Netw. Comput. Appl.
Junjie Xiong, Yangfan Zhou, Michael R. Lyu, Evan F. Y. Young
2013 J jnl
Personalized Reliability Prediction of Web Services.
ACM Trans. Softw. Eng. Methodol.
Zibin Zheng, Michael R. Lyu
2013 J jnl
Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering.
IEEE Trans. Serv. Comput.
Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu
2013 J jnl
QoS Ranking Prediction for Cloud Services.
IEEE Trans. Parallel Distributed Syst.
Zibin Zheng, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang
2013 — conf
Reputation-Aware QoS Value Prediction of Web Services.
IEEE SCC
Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu
2013 — conf
Scaling Service-Oriented Applications into Geo-distributed Clouds.
SOSE
Jieming Zhu, Zibin Zheng, Yangfan Zhou, Michael R. Lyu
2013 — conf
Service-Generated Big Data and Big Data-as-a-Service: An Overview.
BigData Congress
Zibin Zheng, Jieming Zhu, Michael R. Lyu
2013 — conf
Sparse Poisson coding for high dimensional document clustering.
IEEE BigData
Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, Michael R. Lyu
2013 A* conf
Where You Like to Go Next: Successive Point-of-Interest Recommendation.
IJCAI
Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King
2012 — conf
A Clustering-Based QoS Prediction Approach for Web Service Recommendation.
ISORC Workshops
Jieming Zhu, Yu Kang, Zibin Zheng, Michael R. Lyu
2012 A* conf
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
AAAI
Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu
2012 — conf
A Latency-Aware Co-deployment Mechanism for Cloud-Based Services.
IEEE CLOUD
Yu Kang, Zibin Zheng, Michael R. Lyu
2012 — conf
A classification-based approach to question routing in community question answering.
WWW (Companion Volume)
Tom Chao Zhou, Michael R. Lyu, Irwin King
2012 J jnl
A spectral clustering-based optimal deployment method for scientific application in cloud computing.
Int. J. Web Grid Serv.
Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng, Michael R. Lyu
2012 — conf
Analyzing and predicting question quality in community question answering services.
WWW (Companion Volume)
Baichuan Li, Tan Jin, Michael R. Lyu, Irwin King, Barley Mak
2012 — conf
Are You a Social Conformer?
ICONIP (3)
Priyanka Garg, Irwin King, Michael R. Lyu
2012 B conf
Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?
IJCNN
Baichuan Li, Michael R. Lyu, Irwin King
2012 J jnl
Component Ranking for Fault-Tolerant Cloud Applications.
IEEE Trans. Serv. Comput.
Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King
2012 A conf
Do ads compete or collaborate?: designing click models with full relationship incorporated.
CIKM
Xin Xin, Irwin King, Ritesh Agrawal, Michael R. Lyu, Heyan Huang
2012 J jnl
Enhanced Models for Expertise Retrieval Using Community-Aware Strategies.
IEEE Trans. Syst. Man Cybern. Part B
Hongbo Deng, Irwin King, Michael R. Lyu
2012 C conf
Exploration of instantaneous amplitude and frequency features for epileptic seizure prediction.
BIBE
Ning Wang, Michael R. Lyu
2012 A* conf
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks.
AAAI
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
2012 A conf
Information propagation in social rating networks.
CIKM
Priyanka Garg, Irwin King, Michael R. Lyu
2012 J jnl
Localizing root causes of performance anomalies in cloud computing systems by analyzing request trace logs.
Sci. China Inf. Sci.
Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai
2012 J jnl
MatchSim: a novel similarity measure based on maximum neighborhood matching.
Knowl. Inf. Syst.
Zhenjiang Lin, Michael R. Lyu, Irwin King
2012 J jnl
Mining Web Graphs for Recommendations.
IEEE Trans. Knowl. Data Eng.
Hao Ma, Irwin King, Michael R. Lyu
2012 — conf
Modeling and exploiting heterogeneous bibliographic networks for expertise ranking.
JCDL
Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King
2012 — conf
Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling.
WASA
Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu
2012 B conf
Online learning for collaborative filtering.
IJCNN
Guang Ling, Haiqin Yang, Irwin King, Michael R. Lyu
2012 B conf
P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems.
COMPSAC
Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, Zhenbang Chen
2012 — conf
Real-Time Performance Prediction for Cloud Components.
ISORC Workshops
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2012 J jnl
Response Aware Model-Based Collaborative Filtering
CoRR
Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King
2012 A conf
Response Aware Model-Based Collaborative Filtering.
UAI
Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King
2012 — conf
Topology-Aware Deployment of Scientific Applications in Cloud Computing.
IEEE CLOUD
Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu
2012 A conf
WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction.
ICWS
Jieming Zhu, Yu Kang, Zibin Zheng, Michael R. Lyu
2012 A conf
WSTRank: Ranking Tags to Facilitate Web Service Mining.
ICSOC
Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, Michael R. Lyu
2011 J jnl
A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks.
Int. J. Distributed Sens. Networks
Junjie Xiong, Michael R. Lyu, Kam-Wing Ng
2011 — conf
A User Experience-Based Cloud Service Redeployment Mechanism.
IEEE CLOUD
Yu Kang, Yangfan Zhou, Zibin Zheng, Michael R. Lyu
2011 — conf
BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing.
IEEE CLOUD
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2011 A conf
CMAP: effective fusion of quality and relevance for multi-criteria recommendation.
WSDM
Xin Xin, Michael R. Lyu, Irwin King
2011 A conf
Can irrelevant data help semi-supervised learning, why and how?
CIKM
Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu
2011 — conf
Cross-library API recommendation using web search engines.
SIGSOFT FSE
Wujie Zheng, Qirun Zhang, Michael R. Lyu
2011 J jnl
Efficient Sparse Generalized Multiple Kernel Learning.
IEEE Trans. Neural Networks
Haiqin Yang, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu
2011 J jnl
Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models.
IEEE Trans. Reliab.
Chin-Yu Huang, Michael R. Lyu
2011 B conf
Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing.
SRDS
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2011 B conf
Flow-Augmented Call Graph: A New Foundation for Taming API Complexity.
FASE
Qirun Zhang, Wujie Zheng, Michael R. Lyu
2011 J jnl
Improving Recommender Systems by Incorporating Social Contextual Information.
ACM Trans. Inf. Syst.
Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King
2011 A* conf
Learning to Suggest Questions in Online Forums.
AAAI
Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao
2011 J jnl
Learning to recommend with explicit and implicit social relations.
ACM Trans. Intell. Syst. Technol.
Hao Ma, Irwin King, Michael R. Lyu
2011 A* conf
Mining test oracles of web search engines.
ASE
Wujie Zheng, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King
2011 A conf
NRCF: A Novel Collaborative Filtering Method for Service Recommendation.
ICWS
Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu
2011 J jnl
Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching.
ACM Trans. Multim. Comput. Commun. Appl.
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2011 A* conf
Probabilistic factor models for web site recommendation.
SIGIR
Hao Ma, Chao Liu, Irwin King, Michael R. Lyu
2011 J jnl
QoS-Aware Web Service Recommendation by Collaborative Filtering.
IEEE Trans. Serv. Comput.
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2011 A conf
Question identification on twitter.
CIKM
Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang
2011 A conf
Question routing in community question answering: putting category in its place.
CIKM
Baichuan Li, Irwin King, Michael R. Lyu
2011 B conf
RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks.
TrustCom
Junjie Xiong, Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu
2011 A conf
Recommender systems with social regularization.
WSDM
Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King
2011 — conf
Toward Optimal Deployment of Communication-Intensive Cloud Applications.
IEEE CLOUD
Pei Fan, Ji Wang, Zibin Zheng, Michael R. Lyu
2011 A conf
Towards a top-down and bottom-up bidirectional approach to joint information extraction.
CIKM
Xiaofeng Yu, Irwin King, Michael R. Lyu
2011 A conf
WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services.
ISSRE
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2010 J jnl
A delay-aware reliable event reporting framework for wireless sensor-actuator networks.
Ad Hoc Networks
Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2010 J jnl
An adaptive QoS-aware fault tolerance strategy for web services.
Empir. Softw. Eng.
Zibin Zheng, Michael R. Lyu
2010 J jnl
Automatic string test data generation for detecting domain errors.
Softw. Test. Verification Reliab.
Ruilian Zhao, Michael R. Lyu, Yinghua Min
2010 J jnl
Bridging the Semantic Gap Between Image Contents and Tags.
IEEE Trans. Multim.
Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King
2010 B conf
CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing.
SRDS
Zibin Zheng, Yilei Zhang, Michael R. Lyu
2010 — conf
Collaborative reliability prediction of service-oriented systems.
ICSE (1)
Zibin Zheng, Michael R. Lyu
2010 — conf
Component recommendation for cloud applications.
RSSE@ICSE
Zibin Zheng, Michael R. Lyu
2010 J jnl
Discriminative semi-supervised feature selection via manifold regularization.
IEEE Trans. Neural Networks
Zenglin Xu, Irwin King, Michael R. Lyu, Rong Jin
2010 A conf
Distributed QoS Evaluation for Real-World Web Services.
ICWS
Zibin Zheng, Yilei Zhang, Michael R. Lyu
2010 A* conf
Diversifying Query Suggestion Results.
AAAI
Hao Ma, Michael R. Lyu, Irwin King
2010 A conf
FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications.
ISSRE
Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King
2010 A* conf
Introduction to social recommendation.
WWW
Irwin King, Michael R. Lyu, Hao Ma
2010 — conf
Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling.
MSN
Junjie Xiong, Michael R. Lyu, Kam-Wing Ng
2010 B conf
Multi-task Learning for one-class classification.
IJCNN
Haiqin Yang, Irwin King, Michael R. Lyu
2010 A* conf
Online Learning for Group Lasso.
ICML
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu
2010 A conf
Online learning for multi-task feature selection.
CIKM
Haiqin Yang, Irwin King, Michael R. Lyu
2010 J jnl
Optimal Fault Tolerance Strategy Selection for Web Services.
Int. J. Web Serv. Res.
Zibin Zheng, Michael R. Lyu
2010 A* conf
Random unit-test generation with MUT-aware sequence recommendation.
ASE
Wujie Zheng, Qirun Zhang, Michael R. Lyu, Tao Xie
2010 A conf
Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining.
ICDCS
Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu
2010 A* conf
Simple and Efficient Multiple Kernel Learning by Group Lasso.
ICML
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu
2010 A* conf
Smooth Optimization for Effective Multiple Kernel Learning.
AAAI
Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King
2010 A* conf
UserRec: A User Recommendation Framework in Social Tagging Systems.
AAAI
Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King
2010 A conf
WSExpress: A QoS-aware Search Engine for Web Services.
ICWS
Yilei Zhang, Zibin Zheng, Michael R. Lyu
2009 B conf
A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme.
Networking
Xiaoqi Li, Wujie Zheng, Michael R. Lyu
2009 J jnl
A Fast 2D Shape Recovery Approach by Fusing Features and Appearance.
IEEE Trans. Pattern Anal. Mach. Intell.
Jianke Zhu, Michael R. Lyu, Thomas S. Huang
2009 A conf
A QoS-aware fault tolerant middleware for dependable service composition.
DSN
Zibin Zheng, Michael R. Lyu
2009 J jnl
A Volume-Based Heat-Diffusion Classifier.
IEEE Trans. Syst. Man Cybern. Part B
Haixuan Yang, Michael R. Lyu, Irwin King
2009 A* conf
A generalized Co-HITS algorithm and its application to bipartite graphs.
KDD
Hongbo Deng, Michael R. Lyu, Irwin King
2009 J jnl
A novel kernel-based maximum a posteriori classification method.
Neural Networks
Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu
2009 A conf
A social recommendation framework based on multi-scale continuous conditional random fields.
CIKM
Xin Xin, Irwin King, Hongbo Deng, Michael R. Lyu
2009 — conf
Adaptive Regularization for Transductive Support Vector Machine.
NIPS
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang
2009 J jnl
An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks.
IEEE Trans. Veh. Technol.
Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu
2009 J jnl
Arbitrary Norm Support Vector Machines.
Neural Comput.
Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu
2009 J jnl
Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval.
IEEE Trans. Knowl. Data Eng.
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2009 A* conf
Discriminative Semi-Supervised Feature Selection via Manifold Regularization.
IJCAI
Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King
2009 A conf
Effective latent space graph-based re-ranking model with global consistency.
WSDM
Hongbo Deng, Michael R. Lyu, Irwin King
2009 B conf
Energy-efficient On-demand Active Contour Service for Sensor Networks.
MASS
Yangfan Zhou, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, Kam-Wing Ng
2009 A conf
Enhancing expertise retrieval using community-aware strategies.
CIKM
Hongbo Deng, Irwin King, Michael R. Lyu
2009 A* conf
Entropy-biased models for query representation on the click graph.
SIGIR
Hongbo Deng, Irwin King, Michael R. Lyu
2009 A* conf
Learning to recommend with social trust ensemble.
SIGIR
Hao Ma, Irwin King, Michael R. Lyu
2009 A conf
Learning to recommend with trust and distrust relationships.
RecSys
Hao Ma, Michael R. Lyu, Irwin King
2009 J jnl
Localized support vector regression for time series prediction.
Neurocomputing
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2009 A conf
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching.
CIKM
Zhenjiang Lin, Michael R. Lyu, Irwin King
2009 A* conf
Non-monotonic feature selection.
ICML
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King
2009 A* conf
Nonrigid shape recovery by Gaussian process regression.
CVPR
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2009 J jnl
On Sensor Network Reconfiguration for Downtime-Free System Migration.
Mob. Networks Appl.
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2009 J jnl
Preface for the ICEBE 2007 special section.
Serv. Oriented Comput. Appl.
Shing-Chi Cheung, Hui Lei, Michael R. Lyu
2009 A conf
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.
CIKM
Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu
2009 J jnl
Semisupervised SVM batch mode active learning with applications to image retrieval.
ACM Trans. Inf. Syst.
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2009 B conf
Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.
IJCNN
Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Colin Campbell
2009 B conf
Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks.
MASS
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2009 — conf
TagRec: Leveraging Tagging Wisdom for Recommendation.
CSE (4)
Tom Chao Zhou, Hao Ma, Irwin King, Michael R. Lyu
2009 — conf
Test selection for result inspection via mining predicate rules.
ICSE Companion
Wujie Zheng, Michael R. Lyu, Tao Xie
2009 A conf
WSRec: A Collaborative Filtering Based Web Service Recommender System.
ICWS
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2008 A conf
A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services.
ICWS
Zibin Zheng, Michael R. Lyu
2008 J jnl
A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval.
IEEE Trans. Multim.
Steven C. H. Hoi, Michael R. Lyu
2008 B conf
A Novel Coalitional Game Model for Security Issues in Wireless Networks.
GLOBECOM
Xiaoqi Li, Michael R. Lyu
2008 A conf
A QoS-Aware Middleware for Fault Tolerant Web Services.
ISSRE
Zibin Zheng, Michael R. Lyu
2008 J jnl
A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognition.
Pattern Recognit.
Ping Guo, Yunde Jia, Michael R. Lyu
2008 — conf
An Effective Approach to 3D Deformable Surface Tracking.
ECCV (3)
Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, Michael R. Lyu
2008 — conf
An Extended Level Method for Efficient Multiple Kernel Learning.
NIPS
Zenglin Xu, Rong Jin, Irwin King, Michael R. Lyu
2008 — conf
An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks.
ICC
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2008 A conf
Anything You Want to Ask about Software Reliability Engineering.
ISSRE
Michael G. Hinchey, Karama Kanoun, Mikael Lindvall, Michael R. Lyu, Tiziana Margaria, Veena B. Mendiratta, Paul Pettersson, Norman F. Schneidewind, W. Eric Wong
2008 A* conf
Direct Zero-Norm Optimization for Feature Selection.
ICDM
Kaizhu Huang, Irwin King, Michael R. Lyu
2008 B conf
Dynamic Web Service Composition: A New Approach in Building Reliable Web Service.
AINA
Pat Pik-Wah Chan, Michael R. Lyu
2008 B conf
Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel.
IJCNN
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2008 J jnl
Face Annotation Using Transductive Kernel Fisher Discriminant.
IEEE Trans. Multim.
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2008 A* conf
Formal Models for Expert Finding on DBLP Bibliography Data.
ICDM
Hongbo Deng, Irwin King, Michael R. Lyu
2008 A conf
Learning latent semantic relations from clickthrough data for query suggestion.
CIKM
Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu
2008 — conf
Learning with Consistency between Inductive Functions and Kernels.
NIPS
Haixuan Yang, Irwin King, Michael R. Lyu
2008 J jnl
Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.
IEEE Trans. Neural Networks
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2008 — conf
Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks.
ICIC (2)
Ming-Guang Shi, Michael R. Lyu, Tat-Ming Lok
2008 A conf
Mining social networks using heat diffusion processes for marketing candidates selection.
CIKM
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
2008 A* conf
Near-duplicate keyframe retrieval by nonrigid image matching.
ACM Multimedia
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2008 C conf
On sensor network reconfiguration for downtime-free system migrations.
QSHINE
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2008 J jnl
Robust Regularized Kernel Regression.
IEEE Trans. Syst. Man Cybern. Part B
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2008 A* conf
Semi-supervised Learning from General Unlabeled Data.
ICDM
Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu
2008 A* conf
Semi-supervised SVM batch mode active learning for image retrieval.
CVPR
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2008 A conf
Semi-supervised text categorization by active search.
CIKM
Zenglin Xu, Rong Jin, Kaizhu Huang, Michael R. Lyu, Irwin King
2008 A conf
SoRec: social recommendation using probabilistic matrix factorization.
CIKM
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
2008 — conf
Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error.
ICNSC
Xinyu Chen, Michael R. Lyu, Ping Guo
2008 A conf
WS-DREAM: A distributed reliability assessment Mechanism for Web Services.
DSN
Zibin Zheng, Michael R. Lyu
2007 A* conf
A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling.
CVPR
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2007 — conf
A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval.
ICASSP (4)
Steven C. H. Hoi, Michael R. Lyu
2007 — conf
A Survey of Fault Tolerant CORBA Systems.
OTM Conferences (1)
Muhammad Fahad, Aamer Nadeem, Michael R. Lyu
2007 J jnl
A hierarchical mixture model for software reliability prediction.
Appl. Math. Comput.
Shaoming Li, Qian Yin, Ping Guo, Michael R. Lyu
2007 J jnl
A hybrid particle swarm optimization-back-propagation algorithm for feedforward neural network training.
Appl. Math. Comput.
Jing-Ru Zhang, Jun Zhang, Tat-Ming Lok, Michael R. Lyu
2007 B conf
An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks.
MASS
Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu
2007 J jnl
An Assessment of Testing-Effort Dependent Software Reliability Growth Models.
IEEE Trans. Reliab.
Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu
2007 A conf
An Empirical Study on Large-Scale Content-Based Image Retrieval.
ICME
Yuk Man Wong, Steven Chu-Hong Hoi, Michael R. Lyu
2007 J jnl
An efficient intruder detection algorithm against sinkhole attacks in wireless sensor networks.
Comput. Commun.
Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu
2007 J jnl
Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network.
Int. J. Wavelets Multiresolution Inf. Process.
Ping Guo, Hongzhai Li, Michael R. Lyu
2007 A* conf
DiffusionRank: a possible penicillin for web spamming.
SIGIR
Haixuan Yang, Irwin King, Michael R. Lyu
2007 A* conf
Effective missing data prediction for collaborative filtering.
SIGIR
Hao Ma, Irwin King, Michael R. Lyu
2007 — conf
Efficient Convex Relaxation for Transductive Support Vector Machine.
NIPS
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu
2007 — conf
Extending Link-based Algorithms for Similar Web Pages with Neighborhood Structure.
Web Intelligence
Zhenjiang Lin, Michael R. Lyu, Irwin King
2007 J jnl
Extraction and segmentation of tables from Chinese ink documents based on a matrix model.
Pattern Recognit.
Xi-Wen Zhang, Michael R. Lyu, Guozhong Dai
2007 J jnl
Feature Selection Based on Minimum Error minimax Probability Machine.
Int. J. Pattern Recognit. Artif. Intell.
Zenglin Xu, Irwin King, Michael R. Lyu
2007 — conf
Kernel Maximum a Posteriori Classification with Error Bound Analysis.
ICONIP (1)
Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu
2007 B conf
LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks.
GLOBECOM
Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2007 A* conf
Learning nonparametric kernel matrices from pairwise constraints.
ICML
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2007 B conf
Maximum Margin based Semi-supervised Spectral Kernel Learning.
IJCNN
Zenglin Xu, Jianke Zhu, Michael R. Lyu, Irwin King
2007 B conf
POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks.
WCNC
Yangfan Zhou, Edith C. H. Ngai, Michael R. Lyu, Jiangchuan Liu
2007 A* conf
Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection.
CVPR
Jianke Zhu, Michael R. Lyu
2007 A conf
ReliableWeb Services: Methodology, Experiment and Modeling.
ICWS
Pat Pik-Wah Chan, Michael R. Lyu, Miroslaw Malek
2007 — conf
Software Reliability Engineering: A Roadmap.
FOSE
Michael R. Lyu
2007 A conf
Software Reliability Modeling with Test Coverage: Experimentation and Measurement with A Fault-Tolerant Software Project.
ISSRE
Xia Cai, Michael R. Lyu
2007 J jnl
The generalized dependency degree between attributes.
J. Assoc. Inf. Sci. Technol.
Haixuan Yang, Irwin King, Michael R. Lyu
2007 B conf
Two-stage Multi-class AdaBoost for Facial Expression Recognition.
IJCNN
Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King
2007 A* conf
Web page classification with heterogeneous data fusion.
WWW
Zenglin Xu, Irwin King, Michael R. Lyu
2006 C conf
A Framework for Inheritance Testing from VDM++ Specifications.
PRDC
Aamer Nadeem, Michael R. Lyu
2006 — conf
A New Learning Algorithm for Function Approximation Incorporating
ISNN (1)
Fei Han, Tat-Ming Lok, Michael R. Lyu
2006 J jnl
A Unified Log-Based Relevance Feedback Scheme for Image Retrieval.
IEEE Trans. Knowl. Data Eng.
Steven C. H. Hoi, Michael R. Lyu, Rong Jin
2006 J jnl
A modified learning algorithm incorporating additional functional constraints into neural networks.
Int. J. Pattern Recognit. Artif. Intell.
Fei Han, Xu-Qin Li, Michael R. Lyu, Tat-Ming Lok
2006 J jnl
A novel adaptive sequential niche technique for multimodal function optimization.
Neurocomputing
Jun Zhang, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu
2006 B conf
A point-distribution index and its application to sensor-grouping in wireless sensor networks.
IWCMC
Yangfan Zhou, Haixuan Yang, Michael R. Lyu, Edith C. H. Ngai
2006 — conf
ART: augmented reality table for interactive trading card game.
VRCIA
Albert H. T. Lam, Kevin C. H. Chow, Edward Hon-Hei Yau, Michael R. Lyu
2006 — conf
Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering.
FSKD
Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu
2006 — conf
An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation.
SUTC (1)
Edith C. H. Ngai, Michael R. Lyu
2006 A* conf
Batch mode active learning and its application to medical image classification.
ICML
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu
2006 J jnl
Collaborative image retrieval via regularized metric learning.
Multim. Syst.
Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu
2006 A conf
Constructing Robust and Resilient Framework for Cooperative Video Streaming.
ICME
Shi Lu, Michael R. Lyu
2006 J jnl
Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features.
IEEE Trans. Syst. Man Cybern. Part B
Xi-Wen Zhang, Jiqiang Song, Guozhong Dai, Michael R. Lyu
2006 — conf
Gene Selection Based on Mutual Information for the Classification of Multi-class Cancer.
ICIC (3)
Sheng-Bo Guo, Michael R. Lyu, Tat-Ming Lok
2006 J jnl
How should software reliability engineering (SRE) be taught?
ACM SIGSOFT Softw. Eng. Notes
Mario Garzia, John P. Hudepohl, Will Snipes, Michael R. Lyu, John D. Musa, Carol S. Smidts, Laurie A. Williams
2006 J jnl
Imbalanced learning with a biased minimax probability machine.
IEEE Trans. Syst. Man Cybern. Part B
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 J jnl
Incorporating fault debugging activities into software reliability models: a simulation approach.
IEEE Trans. Reliab.
Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi
2006 A* conf
Large-scale text categorization by batch mode active learning.
WWW
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
2006 — conf
Learning Distance Metrics with Contextual Constraints for Image Retrieval.
CVPR (2)
Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma
2006 A* conf
Learning the unified kernel machines for classification.
KDD
Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang
2006 B conf
Local Support Vector Regression for Financial Time Series Prediction.
IJCNN
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 — conf
Making Services Fault Tolerant.
ISAS
Pat Pik-Wah Chan, Michael R. Lyu, Miroslaw Malek
2006 J jnl
Maximizing sensitivity in medical diagnosis using biased minimax probability Machine.
IEEE Trans. Biomed. Eng.
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 — conf
Nonlinear Blind Source Separation Using Hybrid Neural Networks.
ISNN (1)
Chun-Hou Zheng, Zhi-Kai Huang, Michael R. Lyu, Tat-Ming Lok
2006 J jnl
Nonnegative independent component analysis based on minimizing mutual information technique.
Neurocomputing
Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok
2006 — conf
On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks.
ICC
Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu
2006 — conf
PageSim: A Novel Link-Based Similarity Measure for the World Wide Web.
Web Intelligence
Zhenjiang Lin, Irwin King, Michael R. Lyu
2006 A* conf
PageSim: a novel link-based measure of web page aimilarity.
WWW
Zhenjiang Lin, Michael R. Lyu, Irwin King
2006 B conf
Predictive Random Graph Ranking on the Web.
IJCNN
Haixuan Yang, Irwin King, Michael R. Lyu
2006 — conf
Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality.
ECCV (1)
Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu
2006 B conf
Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks.
MASS
Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2006 — conf
Spectrum Analysis Based onWindows with Variable Widths for Online Signature Verification.
ICPR (2)
Zhong-Hua Quan, De-Shuang Huang, Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok
2006 A* conf
Time-dependent semantic similarity measure of queries using historical click-through data.
WWW
Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, Michael R. Lyu, Wei-Ying Ma
2005 J jnl
A Hough transform based line recognition method utilizing both parameter space and image space.
Pattern Recognit.
Jiqiang Song, Michael R. Lyu
2005 — conf
A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception.
FSKD (2)
Xing-Jian He, Yue Zhang, Tat-Ming Lok, Michael R. Lyu
2005 A conf
A Novel Method for Early Software Quality Prediction Based on Support Vector Machine.
ISSRE
Fei Xing, Ping Guo, Michael R. Lyu
2005 — conf
A Semi-Supervised Active Learning Framework for Image Retrieval.
CVPR (2)
Steven C. H. Hoi, Michael R. Lyu
2005 J jnl
A Simulation Approach to Structure-Based Software Reliability Analysis.
IEEE Trans. Software Eng.
Swapna S. Gokhale, Michael R. Lyu
2005 J jnl
A comprehensive method for multilingual video text detection, localization, and extraction.
IEEE Trans. Circuits Syst. Video Technol.
Michael R. Lyu, Jiqiang Song, Min Cai
2005 B conf
A novel image retrieval system based on BP neural network.
IJCNN
Jun-Hua Han, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu
2005 J jnl
A novel scheme for hybrid digital video watermarking: approach, evaluation and experimentation.
IEEE Trans. Circuits Syst. Video Technol.
Pat Pik-Wah Chan, Michael R. Lyu, Roland T. Chin
2005 A conf
An Experimental Evaluation on Reliability Features of N-Version Programming.
ISSRE
Xia Cai, Michael R. Lyu, Mladen A. Vouk
2005 — conf
CUHK Experiments with ImageCLEF 2005.
CLEF (Working Notes)
Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu
2005 — conf
CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval.
CLEF
Steven C. H. Hoi, Jianke Zhu, Michael R. Lyu
2005 B conf
Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification.
SMC
Yanqin Tian, Ping Guo, Michael R. Lyu
2005 — conf
Digital Video Watermarking with a Genetic Algorithm.
ICDAT
Pat Pik-Wah Chan, Michael R. Lyu
2005 — conf
Improvements to the Conventional Layer-by-Layer BP Algorithm.
ICIC (2)
Xu-Qin Li, Fei Han, Tat-Ming Lok, Michael R. Lyu, Guang-Bin Huang
2005 — conf
Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval.
ICDE Workshops
Steven C. H. Hoi, Michael R. Lyu, Rong Jin
2005 — conf
Methods of Decreasing the Number of Support Vectors via
ICIC (1)
Xiao-Lei Xia, Michael R. Lyu, Tat-Ming Lok, Guang-Bin Huang
2005 B conf
On setting up energy-efficient paths with transmitter power control in wireless sensor networks.
MASS
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu
2005 J jnl
Optimal release time for software systems considering cost, testing-effort, and test efficiency.
IEEE Trans. Reliab.
Chin-Yu Huang, Michael R. Lyu
2005 J jnl
Optimal testing resource allocation, and sensitivity analysis in software development.
IEEE Trans. Reliab.
Chin-Yu Huang, Michael R. Lyu
2005 A conf
PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks.
ISSRE
Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, Hui Wang
2005 — conf
Predictive ranking: a novel page ranking approach by estimating the web structure.
WWW (Special interest tracks and posters)
Haixuan Yang, Irwin King, Michael R. Lyu
2005 J jnl
Recognition of merged characters based on forepart prediction, necessity-sufficiency matching, and character-adaptive masking.
IEEE Trans. Syst. Man Cybern. Part B
Jiqiang Song, Zuo Li, Michael R. Lyu, Shijie Cai
2005 J jnl
Reliability analysis for various communication schemes in wireless CORBA.
IEEE Trans. Reliab.
Xinyu Chen, Michael R. Lyu
2005 J jnl
Reliability assessment and sensitivity analysis of software reliability growth modeling based on software module structure.
J. Syst. Softw.
Jung-Hua Lo, Chin-Yu Huang, Ing-Yi Chen, Sy-Yen Kuo, Michael R. Lyu
2005 B conf
Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns.
MMM
Shi Lu, Michael R. Lyu, Irwin King
2005 — conf
The effect of code coverage on fault detection under different testing profiles.
A-MOST
Xia Cai, Michael R. Lyu
2005 J jnl
The effect of code coverage on fault detection under different testing profiles.
ACM SIGSOFT Softw. Eng. Notes
Xia Cai, Michael R. Lyu
2004 A* conf
A novel log-based relevance feedback technique in content-based image retrieval.
ACM Multimedia
Steven Chu-Hong Hoi, Michael R. Lyu
2004 J jnl
A pseudoinverse learning algorithm for feedforward neural networks with stacked generalization applications to software reliability growth data.
Neurocomputing
Ping Guo, Michael R. Lyu
2004 — conf
Affinity rank: a new scheme for efficient web search.
WWW (Alternate Track Papers & Posters)
Yi Liu, Benyu Zhang, Zheng Chen, Michael R. Lyu, Wei-Ying Ma
2004 A conf
An Empirical Study on Reliability Modeling for Diverse Software Systems.
ISSRE
Xia Cai, Michael R. Lyu
2004 J jnl
Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain.
Softw. Qual. J.
Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi
2004 — conf
Biased Minimax Probability Machine for Medical Diagnosis.
AI&M
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan
2004 B conf
Biased support vector machine for relevance feedback in image retrieval.
IJCNN
Steven Chu-Hong Hoi, Chi-Hang Chan, Kaizhu Huang, Michael R. Lyu, Irwin King
2004 — conf
Copyright protection on the web: a hybrid digital video watermarking scheme.
WWW (Alternate Track Papers & Posters)
Pat Pik-Wah Chan, Michael R. Lyu, Roland T. Chin
2004 J jnl
Design and Evaluation of a Fault-Tolerant Mobile-Agent System.
IEEE Intell. Syst.
Michael R. Lyu, Xinyu Chen, Tsz Yeung Wong
2004 J jnl
Effective Multiresolution Arc Segmentation: Algorithms and Performance Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiqiang Song, Michael R. Lyu, Shijie Cai
2004 C conf
Expected-Reliability Analysis for Wireless CORBA with Imperfect Components.
PRDC
Xinyu Chen, Michael R. Lyu
2004 J jnl
Extraction of karyocytes and their components from microscopic bone marrow images based on regional color features.
Pattern Recognit.
Xi-Wen Zhang, Jiqiang Song, Michael R. Lyu, Shijie Cai
2004 — conf
Group-based Relevance Feedback with Support Vector Machine Ensembles.
ICPR (3)
Steven Chu-Hong Hoi, Michael R. Lyu
2004 — conf
Integrating Trust in Grid Computing Systems.
GCC
Woodas W. K. Lai, Kam-Wing Ng, Michael R. Lyu
2004 — conf
Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine.
CVPR (2)
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2004 A* conf
Learning large margin classifiers locally and globally.
ICML
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2004 C conf
Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort.
PRDC
Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu
2004 B conf
Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.
ICONIP
Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu
2004 A conf
Robust face recognition using minimax probability machine.
ICME
Steven Chu-Hong Hoi, Michael R. Lyu
2004 B conf
Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags.
COMPSAC
Chin-Yu Huang, Chu-Ti Lin, Sy-Yen Kuo, Michael R. Lyu, Chuan-Ching Sue
2004 J jnl
The Minimum Error Minimax Probability Machine.
J. Mach. Learn. Res.
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan
2004 — conf
The powerrank web link analysis algorithm.
WWW (Alternate Track Papers & Posters)
Yizhou Lu, Benyu Zhang, Wensi Xi, Zheng Chen, Yi Liu, Michael R. Lyu, Wei-Ying Ma
2004 — conf
Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks.
ICDCS Workshops
Edith C. H. Ngai, Michael R. Lyu
2004 — conf
Video summarization by spatial-temporal graph optimization.
ISCAS (2)
Shi Lu, Michael R. Lyu, Irwin King
2004 A conf
Video summarization by video structure analysis and graph optimization.
ICME
Shi Lu, Irwin King, Michael R. Lyu
2004 — conf
Web image learning for searching semantic concepts in image databases.
WWW (Alternate Track Papers & Posters)
Steven Chu-Hong Hoi, Michael R. Lyu
2003 C conf
A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code.
ICICS
Pat Pik-Wah Chan, Michael R. Lyu
2003 C conf
A Face Processing System Based on Committee Machine: The Approach and Experimental Results.
CAIP
Kim-Fung Jang, Ho-Man Tang, Michael R. Lyu, Irwin King
2003 A conf
A New Software Testing Approach Based on Domain Analysis of Specifications and Programs.
ISSRE
Ruilian Zhao, Michael R. Lyu, Yinghua Min
2003 — conf
A Novel Scheme for Video Similarity Detection.
CIVR
Steven Chu-Hong Hoi, Wei Wang, Michael R. Lyu
2003 J jnl
A Unified Scheme of Some Nonhomogenous Poisson Process Models for Software Reliability Estimation.
IEEE Trans. Software Eng.
Chin-Yu Huang, Michael R. Lyu, Sy-Yen Kuo
2003 — conf
A Wireless Client for Accessing Multimodal Digital Video Library Systems.
WWW (Posters)
Sam K. S. Sze, Michael R. Lyu, Henry K. P. Choi, Edward Yau
2003 — conf
A robust statistic method for classifying color polarity of video text.
ICASSP (3)
Jiqiang Song, Min Cai, Michael R. Lyu
2003 A conf
A robust statistic method for classifying color polarity of video text.
ICME
Jiqiang Song, Min Cai, Michael R. Lyu
2003 — conf
A wireless handheld multi-modal digital video library client system.
Multimedia Information Retrieval
Michael R. Lyu, Jerome Yen, Edward Yau, Sam K. S. Sze
2003 A conf
An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering.
ISSRE
Michael R. Lyu, Zubin Huang, Sam K. S. Sze, Xia Cai
2003 A conf
Automatic generation of dubbing video slides for mobile wireless environment.
ICME
Wei Wang, Michael R. Lyu
2003 — conf
Character String Predicate Based Automatic Software Test Data Generation.
QSIC
Ruilian Zhao, Michael R. Lyu
2003 B conf
Discriminative training of Bayesian Chow-Liu multinet classifiers.
IJCNN
Kaizhu Huang, Irwun King, Michael R. Lyu
2003 — conf
Domain Testing Based on Character String Predicate.
Asian Test Symposium
Ruilian Zhao, Michael R. Lyu, Yinghua Min
2003 — conf
Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML.
APPT
Chang-Ai Sun, Jiannong Cao, Maozhong Jin, Chao Lin, Michael R. Lyu
2003 — conf
Face recognition committee machine.
ICASSP (2)
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 A conf
Face recognition committee machine.
ICME
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 Misc conf
Face recognition committee machines: dynamic vs. static structures.
ICIAP
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 C conf
Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier.
ICANN
Kaizhu Huang, Irwin King, Michael R. Lyu
2003 C conf
Message Logging and Recovery in Wireless CORBA Using Access Bridge.
ISADS
Xinyu Chen, Michael R. Lyu
2003 A conf
PVCAIS: a personal videoconference archive indexing system.
ICME
Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, Min Cai
2003 B conf
Performance and Effectiveness Analysis of Checkpointing in Mobile Environments.
SRDS
Xinyu Chen, Michael R. Lyu
2003 J jnl
Regularization parameter estimation for feedforward neural networks.
IEEE Trans. Syst. Man Cybern. Part B
Ping Guo, Michael R. Lyu, C. L. Philip Chen
2003 B conf
Sensitivity Analysis of Software Reliability for Component-Based Software Applications.
COMPSAC
Jung-Hua Lo, Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu
2002 — conf
A New Approach for Line Recognition in Large-size Images Using Hough Transform.
ICPR (1)
Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai
2002 — conf
A multilingual, multimodal digital video library system.
JCDL
Michael R. Lyu, Edward Yau, Sam K. S. Sze
2002 — conf
A new approach for video text detection.
ICIP (1)
Michael R. Lyu, Jiqiang Song, Min Cai
2002 J jnl
Cluster number selection for a small set of samples using the Bayesian Ying-Yang model.
IEEE Trans. Neural Networks
Ping Guo, C. L. Philip Chen, Michael R. Lyu
2002 J jnl
Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and a Generic Assessment Environment.
Int. J. Softw. Eng. Knowl. Eng.
Xia Cai, Michael R. Lyu, Kam-Fai Wong
2002 — conf
Edge Color Distribution Transform: An Efficient Tool for ObjectDetection in Images.
ICPR (1)
Jiqiang Song, Min Cai, Michael R. Lyu
2002 J jnl
Editorial.
Comput. Networks
Massimo Marchiori, Mary Ellen Zurko, Michael R. Lyu
2002 — conf
Graphics Recognition from Binary Images: One Step or Two Steps.
ICPR (3)
Jiqiang Song, Min Cai, Michael R. Lyu, Shijie Cai
2002 A conf
Optimal Allocation of Testing Resources for Modular Software Systems.
ISSRE
Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu
2002 B conf
Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications.
COMPSAC
Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu, Chin-Yu Huang
2002 J jnl
Optimal allocation of test resources for software reliability growth modeling in software development.
IEEE Trans. Reliab.
Michael R. Lyu, Sampath Rangarajan, Aad P. A. van Moorsel
2002 B conf
XVIP: An XML-Based Video Information Processing System.
COMPSAC
Edith C. H. Ngai, Pat Pik-Wah Chan, Edward Yau, Michael R. Lyu
2001 — conf
A Scalable Mediator System beyond Firewalls using CORBA, XML and Java Servlet.
ISAS-SCI (1)
Wing Hang Cheung, Michael R. Lyu, Kam-Wing Ng
2001 J jnl
Analysis of privacy and non-repudiation on pay-TV systems.
IEEE Trans. Consumer Electron.
Ronggong Song, Michael R. Lyu
2001 — conf
Design and Implementation of XML-Based Digital Video Library System.
International Conference on Internet Computing (1)
Jacky C. K. Ma, Michael R. Lyu
2001 J jnl
Effect of code coverage on software reliability measurement.
IEEE Trans. Reliab.
Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong
2001 J jnl
Framework for modeling software reliability, using various testing-efforts and fault-detection rates.
IEEE Trans. Reliab.
Sy-Yen Kuo, Chin-Yu Huang, Michael R. Lyu
2001 — conf
Integrating digital libraries by CORBA, XML and Servlet.
JCDL
Wing Hang Cheung, Michael R. Lyu, Kam-Wing Ng
2001 — ed.
Poster Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001
WWW Posters
Vincent Y. Shen, Nobuo Saito, Michael R. Lyu, Mary Ellen Zurko
2001 A* ed.
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001
WWW
Vincent Y. Shen, Nobuo Saito, Michael R. Lyu, Mary Ellen Zurko
2001 — conf
Tunneling Across Firewalls by using XML and Servlets: An Experiment on CORBA.
International Conference on Internet Computing (1)
Wing Hang Cheung, Michael R. Lyu, Kam-Wing Ng
2000 B conf
A Phase-Based Approach to Creating Highly Reliable Software.
COMPSAC
Michael R. Lyu
2000 A conf
ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications.
ISSRE
Sam K. S. Sze, Michael R. Lyu
2000 C conf
Component-based software engineering: technologies, development frameworks, and quality assurance schemes.
APSEC
Xia Cai, Michael R. Lyu, Kam-Fai Wong, Roy Ko
2000 Misc conf
Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications.
PDPTA
Anthony H. W. Chan, Caris K. M. Wong, Tsz Yeung Wong, Michael R. Lyu
2000 B conf
Effort-Index-Based Software Reliability Growth Models and Performance Assessment.
COMPSAC
Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu
2000 B conf
Firewall Security: Policies, Testing and Performance Evaluation.
COMPSAC
Michael R. Lyu, Lorrien K. Y. Lau
2000 A conf
Quantitative Software Reliability Modeling from Testing to Operation.
ISSRE
Chin-Yu Huang, Sy-Yen Kuo, Jung-Hua Lo, Michael R. Lyu
2000 — conf
SIAS: a secure shopping information agent system.
Agents
Anthony H. W. Chan, Tsz Yeung Wong, Caris K. M. Wong, Michael R. Lyu
2000 Misc conf
Securing Mobile Agents for Electronic Commerce: An Experiment.
SEC
Anthony H. W. Chan, Caris K. M. Wong, Tsz Yeung Wong, Michael R. Lyu
2000 — conf
Software Quality Prediction Using Mixture Models with EM Algorithm.
APAQS
Ping Guo, Michael R. Lyu
1999 J jnl
Guest Editor's Introduction to the Special Issue on Web Technologies.
IEEE Trans. Knowl. Data Eng.
Michael R. Lyu
1999 B conf
Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency.
COMPSAC
Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu
1999 — conf
Security Modeling and Evaluation for the Mobile Code Paradigm.
ASIAN
Anthony H. W. Chan, Michael R. Lyu
1999 A conf
Software reliability modeling and cost estimation incorporating testing-effort and efficiency.
ISSRE
Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, Michael R. Lyu
1999 C conf
Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm.
APSEC
Gang Xing, Michael R. Lyu
1998 — conf
Keynote Speech: Design Testing and Evaluation Techniques for Software Reliability Engineering.
EUROMICRO
Michael R. Lyu
1998 A conf
Panel: Issues in the next generation of dependability standards.
ISSRE
Norman F. Schneidewind, Jean-Claude Laprie, Allen P. Nikora, Michael R. Lyu, John D. Musa, Bill Everett
1998 A conf
Reliability simulation of component-based software systems.
ISSRE
Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi
1998 J jnl
Reliability-oriented software engineering: design, testing, and evaluation techniques.
IEE Proc. Softw.
Michael R. Lyu
1998 A conf
Software reliability analysis incorporating fault detection and debugging activities.
ISSRE
Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi
1997 — conf
Diversity in the software development process.
WORDS
Victoria Hilford, Michael R. Lyu, Bojan Cukic, Anouar Jamoussi, Farokh B. Bastani
1997 B conf
Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software.
SRDS
Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong
1997 A conf
Optimization of reliability allocation and testing schedule for software systems.
ISSRE
Michael R. Lyu, Sampath Rangarajan, Aad P. A. van Moorsel
1997 — conf
Renegotiable Quality of Service - A New Scheme for Fault Tolerance in Wireless Networks.
FTCS
Tsu-Wei Chen, Paul Krzyzanowski, Michael R. Lyu, Cormac J. Sreenan, John A. Trotter
1996 J jnl
A Generalized Technique for Simulating Software Reliability.
IEEE Softw.
Robert C. Tausworthe, Michael R. Lyu
1996 — conf
An empirical study of the correlation between code coverage and reliability estimation.
IEEE METRICS
Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong
1995 — conf
ARMOR: Analyzer for Reducing Module Operational Risk.
FTCS
Michael R. Lyu, Jinsong S. Yu, Elaine Keramidas, Siddhartha R. Dalal
1995 A conf
An experiment in determining software reliability model applicability.
ISSRE
Allen P. Nikora, Michael R. Lyu
1995 A conf
Software reliability engineering study of a large-scale telecommunications software system.
ISSRE
D. W. Carman, Adrian A. Dolinsky, Michael R. Lyu, Jinsong S. Yu
1994 A conf
A generalized software reliability process simulation technique and tool.
ISSRE
Robert C. Tausworthe, Michael R. Lyu
1994 J jnl
Achieving Software Quality with Testing Coverage Measures.
Computer
Joseph Robert Horgan, Saul London, Michael R. Lyu
1994 A conf
Software reliability: to use or not to use?
ISSRE
Michael R. Lyu
1993 — conf
A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement.
FTCS
Michael R. Lyu, Allen P. Nikora, William H. Farr
1993 A conf
A coverage analysis tool for the effectiveness of software testing.
ISSRE
Michael R. Lyu, Joseph R. Horgan, Saul London
1993 A conf
System reliability analysis of an N-version programming application.
ISSRE
Joanne Bechta Dugan, Michael R. Lyu
1992 J jnl
Applying Reliability Models More Effectively.
IEEE Softw.
Michael R. Lyu, Allen P. Nikora
1992 A conf
Reliability and maintainability related software coupling metrics in C++ programs.
ISSRE
Chandrashekar Rajaraman, Michael R. Lyu
1992 B conf
Software diversity metrics and measurements.
COMPSAC
Michael R. Lyu, Jia-Hong Chen, Algirdas Avizienis
1992 A conf
Software reliability measurements in N-Version software execution environment.
ISSRE
Michael R. Lyu
1992 — conf
Some Coupling Measures for C++ Programs.
TOOLS (8)
Chandrashekar Rajaraman, Michael R. Lyu
1991 A conf
A heuristic approach for software reliability prediction: the equally-weighted linear combination model.
ISSRE
Michael R. Lyu, Allen P. Nikora
1991 J jnl
PANEL: research and development issues in software reliability engineering.
ACM SIGSOFT Softw. Eng. Notes
Michael R. Lyu
1991 B conf
Software reliability measurements through combination models: approaches, results, and a CASE tool.
COMPSAC
Michael R. Lyu, Allen P. Nikora
1988 — conf
In search of effective diversity: a six-language study of fault-tolerant flight control software.
FTCS
Algirdas Avizienis, Michael R. Lyu, Werner Schütz