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Michael R. Lyu
Michael Rung-Tsong Lyu – 吕荣聪
Person information
- unicode name: 吕荣聪
- affiliation: Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
- affiliation (1992 - 1995): University of Iowa, IA, USA
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2020 – today
- 2025
- [j167]Wenxuan Wang
, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu:
On the shortcut learning in multilingual neural machine translation. Neurocomputing 615: 128833 (2025) - [j166]Yaoxian Li
, Shiyi Qi
, Cuiyun Gao
, Yun Peng
, David Lo
, Michael R. Lyu
, Zenglin Xu
:
Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities. IEEE Trans. Software Eng. 51(2): 521-547 (2025) - [c461]Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu:
Competing Large Language Models in Multi-Agent Gaming Environments. ICLR 2025 - [i187]Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Xiaoqian Jiao, Chun Yong Chong, Shan Gao, Michael R. Lyu:
The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation. CoRR abs/2501.01329 (2025) - [i186]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:
How Should I Build A Benchmark? Revisiting Code-Related Benchmarks For LLMs. CoRR abs/2501.10711 (2025) - [i185]Jen-tse Huang, Yuhang Yan
, Linqi Liu, Yixin Wan, Wenxuan Wang, Kai-Wei Chang, Michael R. Lyu:
Fact-or-Fair: A Checklist for Behavioral Testing of AI Models on Fairness-Related Queries. CoRR abs/2502.05849 (2025) - [i184]Wenwei Gu, Renyi Zhong, Jianping Zhang, Michael R. Lyu:
Towards Imperceptible Adversarial Attacks for Time Series Classification with Local Perturbations and Frequency Analysis. CoRR abs/2503.19519 (2025) - [i183]Zhihan Jiang, Junjie Huang, Zhuangbin Chen, Yichen Li, Guangba Yu, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu:
L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis. CoRR abs/2503.20263 (2025) - [i182]Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu:
COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge. CoRR abs/2503.23051 (2025) - [i181]Zhihan Jiang, Yujie Huang, Guangba Yu, Junjie Huang, Jiazhen Gu, Michael R. Lyu:
Hierarchical Prediction-based Management for LMaaS Systems. CoRR abs/2504.03702 (2025) - [i180]Jia Li, Jiacheng Shen, Yuxin Su, Michael R. Lyu:
LLM-assisted Mutation for Whitebox API Testing. CoRR abs/2504.05738 (2025) - 2024
- [j165]Zhihan Jiang
, Jinyang Liu
, Zhuangbin Chen
, Yichen Li
, Junjie Huang
, Yintong Huo
, Pinjia He
, Jiazhen Gu
, Michael R. Lyu
:
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache. Proc. ACM Softw. Eng. 1(FSE): 137-160 (2024) - [j164]Yichen Li
, Yintong Huo
, Renyi Zhong
, Zhihan Jiang
, Jinyang Liu
, Junjie Huang
, Jiazhen Gu
, Pinjia He
, Michael R. Lyu
:
Go Static: Contextualized Logging Statement Generation. Proc. ACM Softw. Eng. 1(FSE): 609-630 (2024) - [j163]Shuqing Li
, Cuiyun Gao
, Jianping Zhang
, Yujia Zhang
, Yepang Liu
, Jiazhen Gu
, Yun Peng
, Michael R. Lyu
:
Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Apps. Proc. ACM Softw. Eng. 1(FSE): 2167-2189 (2024) - [j162]Yizhan Huang
, Yichen Li
, Weibin Wu
, Jianping Zhang
, Michael R. Lyu
:
Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials. Proc. ACM Softw. Eng. 1(FSE): 2515-2537 (2024) - [j161]Wenxuan Wang
, Wenxiang Jiao
, Shuo Wang, Zhaopeng Tu
, Michael R. Lyu
:
Understanding and Mitigating the Uncertainty in Zero-Shot Translation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4894-4904 (2024) - [j160]Xuchuan Luo
, Pengfei Zuo
, Jiacheng Shen
, Jiazhen Gu
, Xin Wang
, Michael Rung-Tsong Lyu
, Yangfan Zhou
:
A Memory-Disaggregated Radix Tree. ACM Trans. Storage 20(3): 15 (2024) - [j159]Yi-Wei Ci
, Michael R. Lyu
, Zhan Zhang
, De-Cheng Zuo
, Xiao-Zong Yang:
KLNK: Expanding Page Boundaries in a Distributed Shared Memory System. IEEE Trans. Parallel Distributed Syst. 35(9): 1524-1535 (2024) - [j158]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
:
Scoping Software Engineering for AI: The TSE Perspective. IEEE Trans. Software Eng. 50(11): 2709-2711 (2024) - [j157]Yichen Li
, Yintong Huo
, Zhihan Jiang
, Renyi Zhong
, Pinjia He
, Yuxin Su
, Lionel C. Briand
, Michael R. Lyu
:
Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study. IEEE Trans. Software Eng. 50(12): 3188-3207 (2024) - [c460]Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng:
Tracemesh: Scalable and Streaming Sampling for Distributed Traces. CLOUD 2024: 54-65 - [c459]Jianping Zhang, Yizhan Huang, Zhuoer Xu, Weibin Wu, Michael R. Lyu:
Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection. AAAI 2024: 7133-7141 - [c458]Jianping Zhang, Wenwei Gu, Yizhan Huang, Zhihan Jiang, Weibin Wu, Michael R. Lyu:
Curvature-Invariant Adversarial Attacks for 3D Point Clouds. AAAI 2024: 7142-7150 - [c457]Yanyang Li, Shuo Liang, Michael R. Lyu, Liwei Wang:
Making Long-Context Language Models Better Multi-Hop Reasoners. ACL (1) 2024: 2462-2475 - [c456]Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu:
All Languages Matter: On the Multilingual Safety of LLMs. ACL (Findings) 2024: 5865-5877 - [c455]Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu:
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models. ACL (1) 2024: 6349-6384 - [c454]Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu:
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models. EMNLP 2024: 2124-2155 - [c453]Zi-Yuan Hu, Yiwu Zhong, Shijia Huang, Michael R. Lyu, Liwei Wang:
Enhancing Temporal Modeling of Video LLMs via Time Gating. EMNLP (Findings) 2024: 2845-2856 - [c452]Jen-tse Huang, Wenxiang Jiao, Man Ho Lam, Eric John Li, Wenxuan Wang, Michael R. Lyu:
On the Reliability of Psychological Scales on Large Language Models. EMNLP 2024: 6152-6173 - [c451]Yiwu Zhong, Zi-Yuan Hu, Michael R. Lyu, Liwei Wang:
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning. EMNLP 2024: 6876-6911 - [c450]Cheryl Lee, Zhouruixin Zhu
, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu:
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions. ICDE 2024: 165-178 - [c449]Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu:
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs. ICLR 2024 - [c448]Yun Peng
, Shuzheng Gao
, Cuiyun Gao
, Yintong Huo
, Michael R. Lyu
:
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors. ICSE 2024: 4:1-4:13 - [c447]Shuzheng Gao
, Wenxin Mao
, Cuiyun Gao
, Li Li
, Xing Hu
, Xin Xia
, Michael R. Lyu
:
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models. ICSE 2024: 80:1-80:13 - [c446]Yun Peng
, Ruida Hu
, Ruoke Wang
, Cuiyun Gao
, Shuqing Li
, Michael R. Lyu
:
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem. ICSE 2024: 202:1-202:12 - [c445]Dinghua Wang
, Shuqing Li
, Guanping Xiao
, Yepang Liu
, Yulei Sui
, Pinjia He
, Michael R. Lyu
:
An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles. ICSE 2024: 210:1-210:13 - [c444]Jinxi Kuang
, Jinyang Liu
, Junjie Huang
, Renyi Zhong
, Jiazhen Gu
, Lan Yu
, Rui Tan
, Zengyin Yang
, Michael R. Lyu
:
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach. ICSE-SEIP 2024: 369-380 - [c443]Junjie Huang
, Jinyang Liu
, Zhuangbin Chen
, Zhihan Jiang
, Yichen Li
, Jiazhen Gu
, Cong Feng
, Zengyin Yang
, Yongqiang Yang
, Michael R. Lyu
:
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. ICSE-SEIP 2024: 392-404 - [c442]Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu:
KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems. ISSRE 2024: 403-414 - [c441]Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu:
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis. ISSRE 2024: 511-522 - [c440]Zhihan Jiang
, Jinyang Liu
, Junjie Huang
, Yichen Li
, Yintong Huo
, Jiazhen Gu
, Zhuangbin Chen
, Jieming Zhu
, Michael R. Lyu
:
A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We? ISSTA 2024: 223-234 - [c439]Xin-Cheng Wen
, Cuiyun Gao
, Shuzheng Gao
, Yang Xiao
, Michael R. Lyu
:
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection. ISSTA 2024: 235-247 - [c438]Tianyi Yang
, Cheryl Lee, Jiacheng Shen
, Yuxin Su
, Cong Feng
, Yongqiang Yang
, Michael R. Lyu
:
MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing. ISSTA 2024: 325-337 - [c437]Xiaolu Zhang
, Tahmid Rafi
, Yuejun Guan
, Shuqing Li
, Michael R. Lyu
:
Demystifying the Privacy-Realism Dilemma in the Metaverse. ASE Workshops 2024: 245-250 - [c436]Chaozheng Wang
, Shuzheng Gao
, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong
, Shan Gao, Michael R. Lyu
:
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How. ASE 2024: 281-293 - [c435]Junjie Huang
, Daya Guo
, Chenglong Wang
, Jiazhen Gu
, Shuai Lu
, Jeevana Priya Inala
, Cong Yan
, Jianfeng Gao
, Nan Duan
, Michael R. Lyu
:
Contextualized Data-Wrangling Code Generation in Computational Notebooks. ASE 2024: 1282-1294 - [c434]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
:
Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask. KDD 2024: 3551-3562 - [c433]Yichen Li
, Yun Peng
, Yintong Huo
, Michael R. Lyu
:
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context. LLM4CODE@ICSE 2024: 70-74 - [c432]Wenxuan Wang
, Haonan Bai
, Jen-tse Huang
, Yuxuan Wan
, Youliang Yuan
, Haoyi Qiu
, Nanyun Peng
, Michael R. Lyu
:
New Job, New Gender? Measuring the Social Bias in Image Generation Models. ACM Multimedia 2024: 3781-3789 - [c431]Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu:
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans. NeurIPS 2024 - [c430]Xuchuan Luo
, Jiacheng Shen
, Pengfei Zuo
, Xin Wang
, Michael R. Lyu
, Yangfan Zhou
:
CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory. SOSP 2024: 110-126 - [i179]Yuxuan Wan, Wenxuan Wang, Yiliu Yang, Youliang Yuan, Jen-tse Huang, Pinjia He, Wenxiang Jiao, Michael R. Lyu:
A & B == B & A: Triggering Logical Reasoning Failures in Large Language Models. CoRR abs/2401.00757 (2024) - [i178]Wenxuan Wang, Juluan Shi, Zhaopeng Tu, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu:
The Earth is Flat? Unveiling Factual Errors in Large Language Models. CoRR abs/2401.00761 (2024) - [i177]Wenxuan Wang, Haonan Bai
, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu:
New Job, New Gender? Measuring the Social Bias in Image Generation Models. CoRR abs/2401.00763 (2024) - [i176]Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, Michael R. Lyu:
Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models. CoRR abs/2401.01060 (2024) - [i175]Jinyang Liu, Wenwei Gu, Zhuangbin Chen, Yichen Li, Yuxin Su, Michael R. Lyu:
MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection. CoRR abs/2401.06175 (2024) - [i174]Yichen Li, Yun Peng, Yintong Huo, Michael R. Lyu:
Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context. CoRR abs/2402.03630 (2024) - [i173]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:
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. CoRR abs/2402.11217 (2024) - [i172]Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, Michael R. Lyu:
Go Static: Contextualized Logging Statement Generation. CoRR abs/2402.12958 (2024) - [i171]Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu:
FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. CoRR abs/2402.17583 (2024) - [i170]Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu:
Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach. CoRR abs/2403.06485 (2024) - [i169]Jen-tse Huang, Eric John Li, Man Ho Lam, Tian Liang, Wenxuan Wang, Youliang Yuan, Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Michael R. Lyu:
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments. CoRR abs/2403.11807 (2024) - [i168]Cheryl Lee, Zhouruixin Zhu, Tianyi Yang, Yintong Huo, Yuxin Su, Pinjia He, Michael R. Lyu:
SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions. CoRR abs/2403.17574 (2024) - [i167]Yiwu Zhong, Zi-Yuan Hu, Michael R. Lyu, Liwei Wang:
Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models. CoRR abs/2403.18252 (2024) - [i166]Xin-Cheng Wen, Cuiyun Gao, Shuzheng Gao, Yang Xiao, Michael R. Lyu:
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection. CoRR abs/2403.19096 (2024) - [i165]Man Tik Ng, Hui Tung Tse, Jen-tse Huang, Jingjing Li, Wenxuan Wang, Michael R. Lyu:
How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO. CoRR abs/2404.13957 (2024) - [i164]Cheryl Lee, Chunqiu Steven Xia, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu:
A Unified Debugging Approach via LLM-Based Multi-Agent Synergy. CoRR abs/2404.17153 (2024) - [i163]Chaozheng Wang, Zongjie Li, Cuiyun Gao, Wenxuan Wang, Ting Peng, Hailiang Huang, Yuetang Deng, Shuai Wang, Michael R. Lyu:
Exploring Multi-Lingual Bias of Large Code Models in Code Generation. CoRR abs/2404.19368 (2024) - [i162]Michael R. Lyu, Baishakhi Ray, Abhik Roychoudhury, Shin Hwei Tan, Patanamon Thongtanunam:
Automatic Programming: Large Language Models and Beyond. CoRR abs/2405.02213 (2024) - [i161]Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng:
TraceMesh: Scalable and Streaming Sampling for Distributed Traces. CoRR abs/2406.06975 (2024) - [i160]Junjie Huang, Zhihan Jiang, Zhuangbin Chen, Michael R. Lyu:
ULog: Unsupervised Log Parsing with Large Language Models through Log Contrastive Units. CoRR abs/2406.07174 (2024) - [i159]Shuqing Li, Cuiyun Gao, Jianping Zhang, Yujia Zhang, Yepang Liu, Jiazhen Gu, Yun Peng, Michael R. Lyu:
Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in VR Apps. CoRR abs/2406.09313 (2024) - [i158]Yuxuan Wan, Chaozheng Wang, Yi Dong, Wenxuan Wang, Shuqing Li
, Yintong Huo, Michael R. Lyu:
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach. CoRR abs/2406.16386 (2024) - [i157]Jen-tse Huang, Jiaxu Zhou, Tailin Jin, Xuhui Zhou, Zixi Chen, Wenxuan Wang, Youliang Yuan, Maarten Sap, Michael R. Lyu:
On the Resilience of Multi-Agent Systems with Malicious Agents. CoRR abs/2408.00989 (2024) - [i156]Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, Michael R. Lyu:
Automated Defects Detection and Fix in Logging Statement. CoRR abs/2408.03101 (2024) - [i155]Yanyang Li, Shuo Liang, Michael R. Lyu, Liwei Wang:
Making Long-Context Language Models Better Multi-Hop Reasoners. CoRR abs/2408.03246 (2024) - [i154]Shuzheng Gao, Cuiyun Gao, Wenchao Gu, Michael R. Lyu:
Search-Based LLMs for Code Optimization. CoRR abs/2408.12159 (2024) - [i153]Wenxuan Wang, Juluan Shi, Chaozheng Wang, Cheryl Lee, Youliang Yuan, Jen-tse Huang, Michael R. Lyu:
Learning to Ask: When LLMs Meet Unclear Instruction. CoRR abs/2409.00557 (2024) - [i152]Shuqing Li, Binchang Li, Yepang Liu, Cuiyun Gao, Jianping Zhang, Shing-Chi Cheung, Michael R. Lyu:
Context-Dependent Interactable Graphical User Interface Element Detection for Spatial Computing Applications. CoRR abs/2409.10811 (2024) - [i151]Chaozheng Wang, Shuzheng Gao, Cuiyun Gao, Wenxuan Wang, Chun Yong Chong, Shan Gao, Michael R. Lyu:
A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How. CoRR abs/2409.13178 (2024) - [i150]Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu:
Contextualized Data-Wrangling Code Generation in Computational Notebooks. CoRR abs/2409.13551 (2024) - [i149]Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu:
Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis. CoRR abs/2409.13561 (2024) - [i148]Zi-Yuan Hu, Yiwu Zhong, Shijia Huang, Michael R. Lyu, Liwei Wang:
Enhancing Temporal Modeling of Video LLMs via Time Gating. CoRR abs/2410.05714 (2024) - [i147]Jingyu Xiao, Yuxuan Wan, Yintong Huo, Zhiyao Xu, Michael R. Lyu:
Interaction2Code: How Far Are We From Automatic Interactive Webpage Generation? CoRR abs/2411.03292 (2024) - [i146]Wenxuan Wang, Wenxiang Jiao, Jen-tse Huang, Zhaopeng Tu, Michael R. Lyu:
On the Shortcut Learning in Multilingual Neural Machine Translation. CoRR abs/2411.10581 (2024) - [i145]Jie Liu, Wenxuan Wang, Zizhan Ma, Guolin Huang, Yihang Su, Kao-Jung Chang, Wenting Chen, Haoliang Li, Linlin Shen, Michael R. Lyu:
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking. CoRR abs/2412.01605 (2024) - [i144]Yanyang Li, Tin Long Wong, Cheung To Hung, Jianqiao Zhao, Duo Zheng, Ka Wai Liu, Michael R. Lyu, Liwei Wang:
C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation. CoRR abs/2412.04947 (2024) - [i143]Shuqing Li, Chenran Zhang, Cuiyun Gao, Michael R. Lyu:
XRZoo: A Large-Scale and Versatile Dataset of Extended Reality (XR) Applications. CoRR abs/2412.06759 (2024) - [i142]Wenchao Gu, Ensheng Shi, Yanlin Wang, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Michael R. Lyu:
SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep Hashing. CoRR abs/2412.11728 (2024) - [i141]Yuxuan Wan, Yi Dong, Jingyu Xiao, Yintong Huo, Wenxuan Wang, Michael R. Lyu:
MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs. CoRR abs/2412.15310 (2024) - [i140]Shuyao Jiang, Ruiying Zeng, Yangfan Zhou, Michael R. Lyu:
Distinguishability-guided Test Program Generation for WebAssembly Runtime Performance Testing. CoRR abs/2412.20100 (2024) - 2023
- [j156]Antonio Guerriero
, Michael R. Lyu, Roberto Pietrantuono, Stefano Russo
:
Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate. Intell. Syst. Appl. 17: 200172 (2023) - [j155]Weizhe Zhang, Wenchao Gu
, Cuiyun Gao, Michael R. Lyu:
A transformer-based approach for improving app review response generation. Softw. Pract. Exp. 53(2): 438-454 (2023) - [j154]Shuzheng Gao
, Cuiyun Gao
, Yulan He
, Jichuan Zeng
, Lunyiu Nie
, Xin Xia
, Michael R. Lyu
:
Code Structure-Guided Transformer for Source Code Summarization. ACM Trans. Softw. Eng. Methodol. 32(1): 23:1-23:32 (2023) - [j153]Yun Peng
, Shuqing Li
, Wenwei Gu, Yichen Li
, Wenxuan Wang, Cuiyun Gao
, Michael R. Lyu:
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We? IEEE Trans. Software Eng. 49(4): 1876-1897 (2023) - [j152]Yujia Chen
, Cuiyun Gao
, Xiaoxue Ren, Yun Peng
, Xin Xia
, Michael R. Lyu:
API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning. IEEE Trans. Software Eng. 49(5): 3289-3304 (2023) - [j151]Wuqi Zhang
, Lili Wei
, Shing-Chi Cheung
, Yepang Liu
, Shuqing Li
, Lu Liu
, Michael R. Lyu
:
Combatting Front-Running in Smart Contracts: Attack Mining, Benchmark Construction and Vulnerability Detector Evaluation. IEEE Trans. Software Eng. 49(6): 3630-3646 (2023) - [j150]Chaozheng Wang
, Yuanhang Yang
, Cuiyun Gao
, Yun Peng
, Hongyu Zhang
, Michael R. Lyu
:
Prompt Tuning in Code Intelligence: An Experimental Evaluation. IEEE Trans. Software Eng. 49(11): 4869-4885 (2023) - [c429]Zihan Li, Weibin Wu, Yuxin Su, Zibin Zheng, Michael R. Lyu:
CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning. AAAI 2023: 1530-1538 - [c428]Zilun Wang
, Wei Meng
, Michael R. Lyu
:
Fine-Grained Data-Centric Content Protection Policy for Web Applications. CCS 2023: 2845-2859 - [c427]Jianping Zhang, Jen-tse Huang
, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu:
Improving the Transferability of Adversarial Samples by Path-Augmented Method. CVPR 2023: 8173-8182 - [c426]Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu:
Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization. CVPR 2023: 16415-16424 - [c425]Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang:
CLEVA: Chinese Language Models EVAluation Platform. EMNLP (Demos) 2023: 186-217 - [c424]Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu:
FUSEE: A Fully Memory-Disaggregated Key-Value Store. FAST 2023: 81-98 - [c423]Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang:
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control. ICCV 2023: 2998-3008 - [c422]Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu:
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems. ICDM (Workshops) 2023: 1213-1220 - [c421]Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, Michael R. Lyu:
Practical and Efficient Model Extraction of Sentiment Analysis APIs. ICSE 2023: 524-536 - [c420]Yintong Huo
, Yuxin Su, Cheryl Lee, Michael R. Lyu:
SemParser: A Semantic Parser for Log Analytics. ICSE 2023: 881-893 - [c419]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu:
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention. ICSE 2023: 1724-1736 - [c418]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu:
Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data. ICSE 2023: 1750-1762 - [c417]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:
Incident-aware Duplicate Ticket Aggregation for Cloud Systems. ICSE 2023: 2299-2311 - [c416]Wenxuan Wang, Jen-tse Huang
, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li
, Pinjia He, Michael R. Lyu:
MTTM: Metamorphic Testing for Textual Content Moderation Software. ICSE 2023: 2387-2399 - [c415]Jianping Zhang, Yung-Chieh Huang, Weibin Wu, Michael R. Lyu:
Towards Semantics- and Domain-Aware Adversarial Attacks. IJCAI 2023: 536-544 - [c414]Jinyang Liu
, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu:
Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services. ISSRE 2023: 36-45 - [c413]Jieming Zhu, Shilin He, Pinjia He, Jinyang Liu
, Michael R. Lyu:
Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics. ISSRE 2023: 355-366 - [c412]Yintong Huo
, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu
, Michael R. Lyu:
EvLog: Identifying Anomalous Logs over Software Evolution. ISSRE 2023: 391-402 - [c411]Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu:
Validating Multimedia Content Moderation Software via Semantic Fusion. ISSTA 2023: 576-588 - [c410]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu:
Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion. ASE 2023: 116-128 - [c409]Jinyang Liu
, Zhihan Jiang
, Jiazhen Gu, Junjie Huang
, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu:
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems. ASE 2023: 268-280 - [c408]Yintong Huo
, Yichen Li
, Yuxin Su, Pinjia He, Zifan Xie
, Michael R. Lyu:
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection. ASE 2023: 497-509 - [c407]Shuyao Jiang
, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu:
Revealing Performance Issues in Server-Side WebAssembly Runtimes Via Differential Testing. ASE 2023: 661-672 - [c406]Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, Michael R. Lyu:
What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs? ASE 2023: 761-773 - [c405]Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu:
Generative Type Inference for Python. ASE 2023: 988-999 - [c404]Wenxuan Wang, Jingyuan Huang, Jen-tse Huang
, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu:
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software. ASE 2023: 1339-1351 - [c403]Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu:
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes. ASE 2023: 1952-1962 - [c402]Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, Michael R. Lyu, Yangfan Zhou:
SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory. OSDI 2023: 553-571 - [c401]Yuxuan Wan
, Wenxuan Wang
, Pinjia He
, Jiazhen Gu
, Haonan Bai
, Michael R. Lyu
:
BiasAsker: Measuring the Bias in Conversational AI System. ESEC/SIGSOFT FSE 2023: 515-527 - [c400]Xiaoxue Ren
, Xinyuan Ye
, Yun Lin
, Zhenchang Xing
, Shuqing Li
, Michael R. Lyu
:
API-Knowledge Aware Search-Based Software Testing: Where, What, and How. ESEC/SIGSOFT FSE 2023: 1320-1332 - [c399]Jiacheng Shen
, Pengfei Zuo
, Xuchuan Luo
, Yuxin Su
, Jiazhen Gu
, Hao Feng
, Yangfan Zhou
, Michael R. Lyu
:
Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System. SOSP 2023: 675-691 - [d2]Yun Peng
, Shuqing Li
, Wenwei Gu
, Yichen Li, Wenxuan Wang
, Cuiyun Gao
, Michael R. Lyu
:
APIBench: A Benchmark Dataset for Evaluating API Recommendation Approaches in Python and Java. Version 2. Zenodo, 2023 [all versions] - [i139]Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu:
FUSEE: A Fully Memory-Disaggregated Key-Value Store (Extended Version). CoRR abs/2301.09839 (2023) - [i138]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu:
Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data. CoRR abs/2302.05092 (2023) - [i137]Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, Michael R. Lyu:
MTTM: Metamorphic Testing for Textual Content Moderation Software. CoRR abs/2302.05706 (2023) - [i136]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu:
Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention. CoRR abs/2302.06914 (2023) - [i135]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:
Incident-aware Duplicate Ticket Aggregation for Cloud Systems. CoRR abs/2302.09520 (2023) - [i134]Haoran Wu, Wenxuan Wang, Yuxuan Wan, Wenxiang Jiao, Michael R. Lyu:
ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark. CoRR abs/2303.13648 (2023) - [i133]Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, Michael R. Lyu:
Improving the Transferability of Adversarial Samples by Path-Augmented Method. CoRR abs/2303.15735 (2023) - [i132]Jianping Zhang, Yizhan Huang, Weibin Wu, Michael R. Lyu:
Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization. CoRR abs/2303.15754 (2023) - [i131]Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Michael R. Lyu:
Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study. CoRR abs/2304.07575 (2023) - [i130]Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, Michael R. Lyu:
BiasAsker: Measuring the Bias in Conversational AI System. CoRR abs/2305.12434 (2023) - [i129]Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, Michael R. Lyu:
Validating Multimedia Content Moderation Software via Semantic Fusion. CoRR abs/2305.13623 (2023) - [i128]Jen-tse Huang, Wenxuan Wang, Man Ho Lam, Eric John Li, Wenxiang Jiao, Michael R. Lyu:
ChatGPT an ENFJ, Bard an ISTJ: Empirical Study on Personalities of Large Language Models. CoRR abs/2305.19926 (2023) - [i127]Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, Michael R. Lyu:
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors. CoRR abs/2306.01394 (2023) - [i126]Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, Michael R. Lyu:
EvLog: Evolving Log Analyzer for Anomalous Logs Identification. CoRR abs/2306.01509 (2023) - [i125]Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, Michael R. Lyu:
Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop. CoRR abs/2306.05032 (2023) - [i124]Jianping Zhang, Zhuoer Xu, Shiwen Cui, Changhua Meng, Weibin Wu, Michael R. Lyu:
On the Robustness of Latent Diffusion Models. CoRR abs/2306.08257 (2023) - [i123]Yichen Li, Yintong Huo, Zhihan Jiang, Renyi Zhong, Pinjia He, Yuxin Su, Michael R. Lyu:
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study. CoRR abs/2307.05950 (2023) - [i122]Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu:
Generative Type Inference for Python. CoRR abs/2307.09163 (2023) - [i121]Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Michael R. Lyu:
Performance Issue Identification in Cloud Systems with Relational-Temporal Anomaly Detection. CoRR abs/2307.10869 (2023) - [i120]Jen-tse Huang
, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu:
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench. CoRR abs/2308.03656 (2023) - [i119]Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, Michael R. Lyu, Liwei Wang:
CLEVA: Chinese Language Models EVAluation Platform. CoRR abs/2308.04813 (2023) - [i118]Shuqing Li
, Lili Wei, Yepang Liu, Cuiyun Gao, Shing-Chi Cheung, Michael R. Lyu:
Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives. CoRR abs/2308.06783 (2023) - [i117]Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu:
Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems. CoRR abs/2308.07638 (2023) - [i116]Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu:
Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion. CoRR abs/2308.07676 (2023) - [i115]Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, Michael R. Lyu:
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection. CoRR abs/2308.09324 (2023) - [i114]Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang:
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control. CoRR abs/2308.09804 (2023) - [i113]Wenxuan Wang, Jingyuan Huang, Jen-tse Huang
, Chang Chen, Jiazhen Gu, Pinjia He, Michael R. Lyu:
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software. CoRR abs/2308.09810 (2023) - [i112]Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu:
Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services. CoRR abs/2308.09937 (2023) - [i111]Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu:
A Large-scale Benchmark for Log Parsing. CoRR abs/2308.10828 (2023) - [i110]Yizhan Huang, Yichen Li, Weibin Wu, Jianping Zhang, Michael R. Lyu:
Do Not Give Away My Secrets: Uncovering the Privacy Issue of Neural Code Completion Tools. CoRR abs/2309.07639 (2023) - [i109]Chaozheng Wang, Zongjie Li, Yun Peng, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, Michael R. Lyu:
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes. CoRR abs/2309.08115 (2023) - [i108]Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, Michael R. Lyu:
Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System. CoRR abs/2309.10239 (2023) - [i107]Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, Michael R. Lyu:
Revealing Performance Issues in Server-side WebAssembly Runtimes via Differential Testing. CoRR abs/2309.12167 (2023) - [i106]Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, Michael R. Lyu:
A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems. CoRR abs/2310.00677 (2023) - [i105]Wenxuan Wang, Zhaopeng Tu, Chang Chen, Youliang Yuan, Jen-tse Huang
, Wenxiang Jiao, Michael R. Lyu:
All Languages Matter: On the Multilingual Safety of Large Language Models. CoRR abs/2310.00905 (2023) - [i104]Jen-tse Huang
, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu:
Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench. CoRR abs/2310.01386 (2023) - [i103]Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu:
LLMParser: A LLM-based Log Parsing Framework. CoRR abs/2310.01796 (2023) - [i102]Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang
, Zhaopeng Tu, Michael R. Lyu:
Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models. CoRR abs/2310.12481 (2023) - [i101]Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, Michael R. Lyu:
Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem. CoRR abs/2310.12598 (2023) - 2022
- [j149]Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu:
A Survey on Automated Log Analysis for Reliability Engineering. ACM Comput. Surv. 54(6): 130:1-130:37 (2022) - [j148]Cuiyun Gao, Jichuan Zeng, David Lo
, Xin Xia, Irwin King
, Michael R. Lyu:
Understanding in-app advertising issues based on large scale app review analysis. Inf. Softw. Technol. 142: 106741 (2022) - [j147]Pengpeng Liu
, Michael R. Lyu, Irwin King
, Jia Xu:
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5026-5041 (2022) - [j146]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:
An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection. ACM SIGOPS Oper. Syst. Rev. 56(1): 1-7 (2022) - [j145]Wenxiang Jiao
, Xing Wang, Shilin He, Zhaopeng Tu, Irwin King
, Michael R. Lyu:
Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation. IEEE ACM Trans. Audio Speech Lang. Process. 30: 931-943 (2022) - [j144]Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou, Michael R. Lyu:
Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs. ACM Trans. Softw. Eng. Methodol. 31(1): 3:1-3:25 (2022) - [j143]Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo
, Qi Xie, Michael R. Lyu:
Automating App Review Response Generation Based on Contextual Knowledge. ACM Trans. Softw. Eng. Methodol. 31(1): 11:1-11:36 (2022) - [j142]Zibin Zheng
, Xiaoli Li
, Mingdong Tang
, Fenfang Xie
, Michael R. Lyu:
Web Service QoS Prediction via Collaborative Filtering: A Survey. IEEE Trans. Serv. Comput. 15(4): 2455-2472 (2022) - [j141]Cuiyun Gao
, Jichuan Zeng
, Zhiyuan Wen, David Lo
, Xin Xia, Irwin King
, Michael R. Lyu:
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing. IEEE Trans. Software Eng. 48(8): 3025-3043 (2022) - [c398]Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu:
Text Revision By On-the-Fly Representation Optimization. AAAI 2022: 10956-10964 - [c397]Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu:
Accelerating Code Search with Deep Hashing and Code Classification. ACL (1) 2022: 2534-2544 - [c396]Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu:
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation. ACL (1) 2022: 2591-2600 - [c395]Jianping Zhang, Weibin Wu, Jen-tse Huang
, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu:
Improving Adversarial Transferability via Neuron Attribution-based Attacks. CVPR 2022: 14973-14982 - [c394]Tianyi Yang, Jiacheng Shen
, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, Michael R. Lyu:
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems. DSN 2022: 393-401 - [c393]Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang:
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. EMNLP 2022: 10469-10483 - [c392]Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang:
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation. EMNLP 2022: 10551-10564 - [c391]Zhuangbin Chen, Jinyang Liu
, Yuxin Su, Hongyu Zhang, Xiao Ling, Michael R. Lyu:
Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. ICSE 2022: 61-72 - [c390]Yintong Huo
, Yuxin Su, Hongming Zhang, Michael R. Lyu:
ARCLIN: Automated API Mention Resolution for Unformatted Texts. ICSE 2022: 138-149 - [c389]Yun Peng, Cuiyun Gao, Zongjie Li, Bowei Gao, David Lo
, Qirun Zhang
, Michael R. Lyu:
Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python. ICSE 2022: 2019-2030 - [c388]Tianyi Yang, Baitong Li, Jiacheng Shen
, Yuxin Su, Yongqiang Yang, Michael R. Lyu:
Managing Service Dependency for Cloud Reliability: The Industrial Practice. ISSRE Workshops 2022: 67-68 - [c387]Yintong Huo
, Yuxin Su, Michael R. Lyu:
LogVm: Variable Semantics Miner for Log Messages. ISSRE Workshops 2022: 124-125 - [c386]Jen-tse Huang
, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu:
AEON: a method for automatic evaluation of NLP test cases. ISSTA 2022: 202-214 - [c385]Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu:
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. NAACL-HLT (Findings) 2022: 1233-1246 - [c384]Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu:
Towards Efficient Post-training Quantization of Pre-trained Language Models. NeurIPS 2022 - [c383]Chaozheng Wang
, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu:
No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence. ESEC/SIGSOFT FSE 2022: 382-394 - [i100]Yintong Huo, Yuxin Su, Hongming Zhang, Michael R. Lyu:
ARCLIN: Automated API Mention Resolution for Unformatted Texts. CoRR abs/2201.01459 (2022) - [i99]Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, Yongqiang Yang, Michael R. Lyu:
Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. CoRR abs/2201.02944 (2022) - [i98]Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, Michael R. Lyu, Liwei Wang:
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. CoRR abs/2202.06633 (2022) - [i97]Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, Michael R. Lyu:
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation. CoRR abs/2203.08442 (2022) - [i96]Wenchao Gu, Yanlin Wang
, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Michael R. Lyu:
Accelerating Code Search with Deep Hashing and Code Classification. CoRR abs/2203.15287 (2022) - [i95]Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, Michael R. Lyu:
Improving Adversarial Transferability via Neuron Attribution-Based Attacks. CoRR abs/2204.00008 (2022) - [i94]Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu:
Text Revision by On-the-Fly Representation Optimization. CoRR abs/2204.07359 (2022) - [i93]Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, Michael R. Lyu:
Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems. CoRR abs/2204.09670 (2022) - [i92]Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, Michael R. Lyu:
AEON: A Method for Automatic Evaluation of NLP Test Cases. CoRR abs/2205.06439 (2022) - [i91]Wenxuan Wang, Wenxiang Jiao, Shuo Wang, Zhaopeng Tu, Michael R. Lyu:
Understanding and Mitigating the Uncertainty in Zero-Shot Translation. CoRR abs/2205.10068 (2022) - [i90]Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King
, Michael R. Lyu:
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training. CoRR abs/2205.10471 (2022) - [i89]Yaoxian Li, Shiyi Qi, Cuiyun Gao, Yun Peng, David Lo, Zenglin Xu, Michael R. Lyu:
A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities. CoRR abs/2207.04285 (2022) - [i88]Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu:
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence. CoRR abs/2207.11680 (2022) - [i87]Yujia Chen, Xiaoxue Ren, Cuiyun Gao, Yun Peng, Xin Xia, Michael R. Lyu:
API Usage Recommendation via Multi-View Heterogeneous Graph Representation Learning. CoRR abs/2208.01971 (2022) - [i86]Weizhe Zhang, Wenchao Gu, Cuiyun Gao, Michael R. Lyu:
A Transformer-Based Approach for Improving App Review Response Generation. CoRR abs/2209.08055 (2022) - [i85]Tianyi Yang, Baitong Li, Jiacheng Shen, Yuxin Su, Yongqiang Yang, Michael R. Lyu:
Managing Service Dependency for Cloud Reliability: The Industrial Practice. CoRR abs/2210.06249 (2022) - [i84]Yanyang Li, Jianqiao Zhao, Michael R. Lyu, Liwei Wang:
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation. CoRR abs/2211.01587 (2022) - [i83]Wuqi Zhang, Lili Wei, Shing-Chi Cheung, Yepang Liu, Shuqing Li, Lu Liu, Michael R. Lyu:
Front-Running Attack Benchmark Construction and Vulnerability Detection Technique Evaluation. CoRR abs/2212.12110 (2022) - [i82]Tianyi Yang, Cheryl Lee, Jiacheng Shen, Yuxin Su, Yongqiang Yang, Michael R. Lyu:
An Adaptive Resilience Testing Framework for Microservice Systems. CoRR abs/2212.12850 (2022) - 2021
- [j140]Jian Li, Xing Wang, Zhaopeng Tu, Michael R. Lyu:
On the diversity of multi-head attention. Neurocomputing 454: 14-24 (2021) - [j139]Cuiyun Gao, Jichuan Zeng, Federica Sarro
, David Lo
, Irwin King
, Michael R. Lyu:
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. 132: 106471 (2021) - [j138]Wenchao Gu
, Zongjie Li
, Cuiyun Gao, Chaozheng Wang, Hongyu Zhang
, Zenglin Xu, Michael R. Lyu:
CRaDLe: Deep code retrieval based on semantic Dependency Learning. Neural Networks 141: 385-394 (2021) - [j137]Hong-Ning Dai Senior, Zibin Zheng, Yan Zhang, Michael Rung-Tsong Lyu, Alberto Nannarelli
:
Special Section on Scalable Computing for Blockchain Systems. IEEE Trans. Emerg. Top. Comput. 9(3): 1372 (2021) - [j136]Xixian Chen
, Haiqin Yang
, Shenglin Zhao
, Irwin King
, Michael R. Lyu:
Making Online Sketching Hashing Even Faster. IEEE Trans. Knowl. Data Eng. 33(3): 1089-1101 (2021) - [j135]Bozhi Wu
, Sen Chen
, Cuiyun Gao, Lingling Fan, Yang Liu
, Weiping Wen, Michael R. Lyu
:
Why an Android App Is Classified as Malware: Toward Malware Classification Interpretation. ACM Trans. Softw. Eng. Methodol. 30(2): 21:1-21:29 (2021) - [c382]Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King:
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation. ACL/IJCNLP (1) 2021: 2840-2850 - [c381]Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang
, Qun Liu, Michael R. Lyu, Irwin King:
BinaryBERT: Pushing the Limit of BERT Quantization. ACL/IJCNLP (1) 2021: 4334-4348 - [c380]Weibin Wu
, Yuxin Su, Michael R. Lyu, Irwin King
:
Improving the Transferability of Adversarial Samples With Adversarial Transformations. CVPR 2021: 9024-9033 - [c379]Jiacheng Shen
, Tianyi Yang, Yuxin Su, Yangfan Zhou, Michael R. Lyu:
Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms. ICDCS 2021: 194-204 - [c378]Chung-Yiu Yau, Haoli Bai, Irwin King
, Michael R. Lyu:
DAP-BERT: Differentiable Architecture Pruning of BERT. ICONIP (1) 2021: 367-378 - [c377]Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King
:
Discrete Auto-regressive Variational Attention Models for Text Modeling. IJCNN 2021: 1-8 - [c376]Zhuangbin Chen, Jinyang Liu
, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu:
Graph-based Incident Aggregation for Large-Scale Online Service Systems. ASE 2021: 430-442 - [c375]Tianyi Yang, Jiacheng Shen
, Yuxin Su, Xiao Ling, Yongqiang Yang, Michael R. Lyu:
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems. ASE 2021: 653-665 - [c374]Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang:
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation. NAACL-HLT 2021: 3989-3996 - [c373]Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo
, Michael R. Lyu:
TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release. WWW (Companion Volume) 2021: 708-712 - [d1]Yun Peng
, Shuqing Li
, Wenwei Gu
, Yichen Li, Wenxuan Wang
, Cuiyun Gao
, Michael R. Lyu
:
APIBench: A Benchmark Dataset for Evaluating API Recommendation Approaches in Python and Java. Version v1.0. Zenodo, 2021 [all versions] - [i81]Yifan Gao, Jingjing Li, Michael R. Lyu, Irwin King:
Open-Retrieval Conversational Machine Reading. CoRR abs/2102.08633 (2021) - [i80]Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo, Michael R. Lyu:
TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release. CoRR abs/2103.15774 (2021) - [i79]Yun Peng, Zongjie Li, Cuiyun Gao, Bowei Gao, David Lo, Michael R. Lyu:
HiTyper: A Hybrid Static Type Inference Framework with Neural Prediction. CoRR abs/2105.03595 (2021) - [i78]Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King:
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation. CoRR abs/2106.00941 (2021) - [i77]Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu:
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation. CoRR abs/2106.04195 (2021) - [i76]Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King:
Discrete Auto-regressive Variational Attention Models for Text Modeling. CoRR abs/2106.08571 (2021) - [i75]Zhuangbin Chen, Jinyang Liu, Wenwei Gu, Yuxin Su, Michael R. Lyu:
Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection. CoRR abs/2107.05908 (2021) - [i74]Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu:
Graph-based Incident Aggregation for Large-Scale Online Service Systems. CoRR abs/2108.12179 (2021) - [i73]Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiao Ling, Yongqiang Yang, Michael R. Lyu:
AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems. CoRR abs/2109.04893 (2021) - [i72]Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu:
Towards Efficient Post-training Quantization of Pre-trained Language Models. CoRR abs/2109.15082 (2021) - [i71]Yintong Huo, Yuxin Su, Baitong Li, Michael R. Lyu:
SemParser: A Semantic Parser for Log Analysis. CoRR abs/2112.12636 (2021) - [i70]Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, Michael R. Lyu:
Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We? CoRR abs/2112.12653 (2021) - 2020
- [j134]Jie Zhang
, Jiajing Wu
, Chun-Lung Philip Chen, Zibin Zheng
, Michael R. Lyu:
CDS: A Cross-Version Software Defect Prediction Model With Data Selection. IEEE Access 8: 110059-110072 (2020) - [j133]Hui Xu, Yangfan Zhou, Jiang Ming, Michael R. Lyu:
Layered obfuscation: a taxonomy of software obfuscation techniques for layered security. Cybersecur. 3(1): 9 (2020) - [j132]Anita D. Carleton
, Erin Harper, Tim Menzies
, Tao Xie, Sigrid Eldh
, Michael R. Lyu:
The AI Effect: Working at the Intersection of AI and SE. IEEE Softw. 37(4): 26-35 (2020) - [j131]Anita D. Carleton, Erin Harper, Michael R. Lyu, Sigrid Eldh
, Tao Xie, Tim Menzies
:
Expert Perspectives on AI. IEEE Softw. 37(4): 87-94 (2020) - [j130]Hui Xu
, Zirui Zhao, Yangfan Zhou, Michael R. Lyu:
Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs. IEEE Trans. Dependable Secur. Comput. 17(6): 1243-1256 (2020) - [j129]Xixian Chen
, Haiqin Yang
, Shenglin Zhao
, Michael R. Lyu, Irwin King
:
Effective Data-Aware Covariance Estimator From Compressed Data. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2441-2454 (2020) - [j128]Yi-Wei Ci
, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang:
Random Priority-Based Thrashing Control for Distributed Shared Memory. IEEE Trans. Parallel Distributed Syst. 31(3): 663-674 (2020) - [j127]Liang Chen, Yongjian Ye, Angyu Zheng, Fenfang Xie, Zibin Zheng
, Michael R. Lyu:
Incorporating geographical location for team formation in social coding sites. World Wide Web 23(1): 153-174 (2020) - [c372]Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu:
Few Shot Network Compression via Cross Distillation. AAAI 2020: 3203-3210 - [c371]Wenxiang Jiao, Michael R. Lyu, Irwin King:
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network. AAAI 2020: 8002-8009 - [c370]Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu:
Neuron Interaction Based Representation Composition for Neural Machine Translation. AAAI 2020: 8204-8211 - [c369]Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King
, Jia Xu:
Learning 3D Face Reconstruction with a Pose Guidance Network. ACCV (5) 2020: 154-169 - [c368]Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King:
Photon: A Robust Cross-Domain Text-to-SQL System. ACL (demo) 2020: 204-214 - [c367]Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi:
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. ACL 2020: 935-945 - [c366]Weibin Wu
, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King
, Michael R. Lyu, Yu-Wing Tai
:
Boosting the Transferability of Adversarial Samples via Attention. CVPR 2020: 1158-1167 - [c365]Pengpeng Liu, Irwin King
, Michael R. Lyu, Jia Xu:
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching. CVPR 2020: 6647-6656 - [c364]Weibin Wu
, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King
, Michael R. Lyu, Yu-Wing Tai
:
Towards Global Explanations of Convolutional Neural Networks With Concept Attribution. CVPR 2020: 8649-8658 - [c363]Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King:
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning. EMNLP (Findings) 2020: 431-440 - [c362]Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu:
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation. EMNLP (1) 2020: 2255-2266 - [c361]Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu:
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. EMNLP (1) 2020: 2439-2449 - [c360]Yue Wang
, Jing Li
, Michael R. Lyu, Irwin King:
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings. EMNLP (1) 2020: 3311-3324 - [c359]Yue Wang
, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi:
VD-BERT: A Unified Vision and Dialog Transformer with BERT. EMNLP (1) 2020: 3325-3338 - [c358]Wenxiang Jiao, Michael R. Lyu, Irwin King:
Exploiting Unsupervised Data for Emotion Recognition in Conversations. EMNLP (Findings) 2020: 4839-4846 - [c357]Michael R. Lyu, Yuxin Su:
Software Reliability Engineering for Resilient Cloud Operations. ICSOC Workshops 2020: 264-268 - [c356]Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King:
Unsupervised Text Generation by Learning from Search. NeurIPS 2020 - [c355]Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael R. Lyu, Jian Cheng:
Revisiting Parameter Sharing for Automatic Neural Channel Number Search. NeurIPS 2020 - [c354]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:
Towards intelligent incident management: why we need it and how we make it. ESEC/SIGSOFT FSE 2020: 1487-1497 - [c353]Jichuan Zeng, Jing Li
, Yulan He
, Cuiyun Gao, Michael R. Lyu, Irwin King
:
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process. WWW 2020: 1502-1513 - [i69]Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King:
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process. CoRR abs/2002.03536 (2020) - [i68]Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King:
Automating App Review Response Generation. CoRR abs/2002.03552 (2020) - [i67]Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu:
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching. CoRR abs/2004.02138 (2020) - [i66]Xianghong Fang, Haoli Bai, Zenglin Xu, Michael R. Lyu, Irwin King:
Discrete Variational Attention Models for Language Generation. CoRR abs/2004.09764 (2020) - [i65]Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu:
Why an Android App is Classified as Malware? Towards Malware Classification Interpretation. CoRR abs/2004.11516 (2020) - [i64]Shilin He, Xing Wang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu:
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models. CoRR abs/2004.13270 (2020) - [i63]Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi:
VD-BERT: A Unified Vision and Dialog Transformer with BERT. CoRR abs/2004.13278 (2020) - [i62]Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi:
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. CoRR abs/2005.12484 (2020) - [i61]Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King:
Unsupervised Text Generation by Learning from Search. CoRR abs/2007.08557 (2020) - [i60]Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi:
Photon: A Robust Cross-Domain Text-to-SQL System. CoRR abs/2007.15280 (2020) - [i59]Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu:
Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics. CoRR abs/2008.06448 (2020) - [i58]Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu:
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing. CoRR abs/2008.09976 (2020) - [i57]Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu:
An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis. CoRR abs/2008.12112 (2020) - [i56]Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu:
A Survey on Automated Log Analysis for Reliability Engineering. CoRR abs/2009.07237 (2020) - [i55]Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King:
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning. CoRR abs/2010.01495 (2020) - [i54]Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu:
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. CoRR abs/2010.01838 (2020) - [i53]Wenxiang Jiao
, Michael R. Lyu, Irwin King:
Exploiting Unsupervised Data for Emotion Recognition in Conversations. CoRR abs/2010.01908 (2020) - [i52]Wenxiang Jiao
, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu:
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation. CoRR abs/2010.02552 (2020) - [i51]Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu:
Learning 3D Face Reconstruction with a Pose Guidance Network. CoRR abs/2010.04384 (2020) - [i50]Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King:
Making Online Sketching Hashing Even Faster. CoRR abs/2010.04948 (2020) - [i49]Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King:
Effective Data-aware Covariance Estimator from Compressed Data. CoRR abs/2010.04966 (2020) - [i48]Cuiyun Gao, Wenjie Zhou, Xin Xia, David Lo, Qi Xie, Michael R. Lyu:
Automating App Review Response Generation Based on Contextual Knowledge. CoRR abs/2010.06301 (2020) - [i47]Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu, Xing Wang:
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation. CoRR abs/2010.12868 (2020) - [i46]Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu:
Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience. CoRR abs/2010.16063 (2020) - [i45]Yue Wang, Jing Li, Michael R. Lyu, Irwin King:
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings. CoRR abs/2011.01565 (2020) - [i44]Wenchao Gu, Zongjie Li, Cuiyun Gao, Chaozheng Wang, Hongyu Zhang, Zenglin Xu, Michael R. Lyu:
CRaDLe: Deep Code Retrieval Based on Semantic Dependency Learning. CoRR abs/2012.01028 (2020) - [i43]Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King:
BinaryBERT: Pushing the Limit of BERT Quantization. CoRR abs/2012.15701 (2020)
2010 – 2019
- 2019
- [j126]Jichuan Zeng, Jing Li
, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King:
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations. Trans. Assoc. Comput. Linguistics 7: 267-281 (2019) - [c352]Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu:
Title-Guided Encoding for Keyphrase Generation. AAAI 2019: 6268-6275 - [c351]Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu:
Generating Distractors for Reading Comprehension Questions from Real Examinations. AAAI 2019: 6423-6430 - [c350]Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu:
DDFlow: Learning Optical Flow with Unlabeled Data Distillation. AAAI 2019: 8770-8777 - [c349]Yue Wang
, Jing Li
, Hou Pong Chan
, Irwin King, Michael R. Lyu, Shuming Shi
:
Topic-Aware Neural Keyphrase Generation for Social Media Language. ACL (1) 2019: 2516-2526 - [c348]Yifan Gao, Piji Li, Irwin King, Michael R. Lyu:
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling. ACL (1) 2019: 4853-4862 - [c347]Fenglei Jin, Cuiyun Gao, Michael R. Lyu:
An Online Topic Modeling Framework with Topics Automatically Labeled. WNLP@ACL 2019: 73-76 - [c346]Pengpeng Liu, Michael R. Lyu, Irwin King
, Jia Xu:
SelFlow: Self-Supervised Learning of Optical Flow. CVPR 2019: 4571-4580 - [c345]Hui Xu, Zhuangbin Chen, Weibin Wu
, Zhi Jin, Sy-Yen Kuo, Michael R. Lyu:
NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming. DSN Workshops 2019: 44-47 - [c344]Weibin Wu
, Hui Xu, Sanqiang Zhong, Michael R. Lyu, Irwin King
:
Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks. DSN 2019: 125-137 - [c343]Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi:
Towards Understanding Neural Machine Translation with Word Importance. EMNLP/IJCNLP (1) 2019: 953-962 - [c342]Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu:
Improving Question Generation With to the Point Context. EMNLP/IJCNLP (1) 2019: 3214-3224 - [c341]Jieming Zhu, Shilin He, Jinyang Liu
, Pinjia He, Qi Xie, Zibin Zheng
, Michael R. Lyu:
Tools and benchmarks for automated log parsing. ICSE (SEIP) 2019: 121-130 - [c340]Cuiyun Gao, Wujie Zheng, Yuetang Deng, David Lo
, Jichuan Zeng, Michael R. Lyu, Irwin King
:
Emerging app issue identification from user feedback: experience on WeChat. ICSE (SEIP) 2019: 279-288 - [c339]Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King
, Michael R. Lyu:
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators. IJCAI 2019: 3483-3489 - [c338]Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King
:
Difficulty Controllable Generation of Reading Comprehension Questions. IJCAI 2019: 4968-4974 - [c337]Tianyi Zhang, Cuiyun Gao, Lei Ma, Michael R. Lyu, Miryung Kim:
An Empirical Study of Common Challenges in Developing Deep Learning Applications. ISSRE 2019: 104-115 - [c336]Yaohui Wang, Hui Xu, Yangfan Zhou, Michael R. Lyu, Xin Wang:
Textout: Detecting Text-Layout Bugs in Mobile Apps via Visualization-Oriented Learning. ISSRE 2019: 239-249 - [c335]Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
:
Automating App Review Response Generation. ASE 2019: 163-175 - [c334]Jinyang Liu
, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng
, Michael R. Lyu:
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression. ASE 2019: 863-873 - [c333]Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu:
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition. NAACL-HLT (1) 2019: 397-406 - [c332]Yue Wang
, Jing Li
, Irwin King, Michael R. Lyu, Shuming Shi:
Microblog Hashtag Generation via Encoding Conversation Contexts. NAACL-HLT (1) 2019: 1624-1633 - [c331]Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu:
Information Aggregation for Multi-Head Attention with Routing-by-Agreement. NAACL-HLT (1) 2019: 3566-3575 - [i42]Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu:
DDFlow: Learning Optical Flow with Unlabeled Data Distillation. CoRR abs/1902.09145 (2019) - [i41]Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King:
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations. CoRR abs/1903.07319 (2019) - [i40]Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu:
Information Aggregation for Multi-Head Attention with Routing-by-Agreement. CoRR abs/1904.03100 (2019) - [i39]Wenxiang Jiao
, Haiqin Yang, Irwin King, Michael R. Lyu:
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition. CoRR abs/1904.04446 (2019) - [i38]Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu:
SelFlow: Self-Supervised Learning of Optical Flow. CoRR abs/1904.09117 (2019) - [i37]Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi:
Microblog Hashtag Generation via Encoding Conversation Contexts. CoRR abs/1905.07584 (2019) - [i36]Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi:
Topic-Aware Neural Keyphrase Generation for Social Media Language. CoRR abs/1906.03889 (2019) - [i35]Yifan Gao, Piji Li, Irwin King, Michael R. Lyu:
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling. CoRR abs/1906.06893 (2019) - [i34]Fenglei Jin, Cuiyun Gao, Michael R. Lyu:
An Online Topic Modeling Framework with Topics Automatically Labeled. CoRR abs/1907.01638 (2019) - [i33]Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi:
Towards Understanding Neural Machine Translation with Word Importance. CoRR abs/1909.00326 (2019) - [i32]Jiazhen Gu, Huanlin Xu, Yangfan Zhou, Xin Wang, Hui Xu, Michael R. Lyu:
Detecting Deep Neural Network Defects with Data Flow Analysis. CoRR abs/1909.02190 (2019) - [i31]Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu:
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression. CoRR abs/1910.00409 (2019) - [i30]Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu:
Improving Question Generation With to the Point Context. CoRR abs/1910.06036 (2019) - [i29]Wenxiang Jiao, Michael R. Lyu, Irwin King:
PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition. CoRR abs/1910.08916 (2019) - [i28]Wenxiang Jiao, Irwin King, Michael R. Lyu:
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling. CoRR abs/1910.09362 (2019) - [i27]Wenxiang Jiao
, Michael R. Lyu, Irwin King:
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network. CoRR abs/1911.09075 (2019) - [i26]Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu:
Few Shot Network Compression via Cross Distillation. CoRR abs/1911.09450 (2019) - [i25]Jian Li, Xing Wang, Baosong Yang, Shuming Shi, Michael R. Lyu, Zhaopeng Tu:
Neuron Interaction Based Representation Composition for Neural Machine Translation. CoRR abs/1911.09877 (2019) - 2018
- [b2]Shenglin Zhao, Michael R. Lyu, Irwin King:
Point-of-Interest Recommendation in Location-Based Social Networks. Springer Briefs in Computer Science, Springer 2018, ISBN 978-981-13-1348-6, pp. 1-99 - [j125]Shenglin Zhao
, Irwin King
, Michael R. Lyu:
Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation. Neural Process. Lett. 47(3): 975-992 (2018) - [j124]Hongyi Zhang
, Xingyu Niu, Irwin King
, Michael R. Lyu:
Overlapping community detection with preference and locality information: a non-negative matrix factorization approach. Soc. Netw. Anal. Min. 8(1): 43:1-43:14 (2018) - [j123]Pengfei Chen
, Yong Qi, Xinyi Li, Di Hou, Michael Rung-Tsong Lyu:
ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy. IEEE Trans. Dependable Secur. Comput. 15(4): 675-693 (2018) - [j122]Pinjia He
, Jieming Zhu
, Shilin He, Jian Li, Michael R. Lyu:
Towards Automated Log Parsing for Large-Scale Log Data Analysis. IEEE Trans. Dependable Secur. Comput. 15(6): 931-944 (2018) - [j121]Junjie Hu, Haiqin Yang
, Michael R. Lyu, Irwin King
, Anthony Man-Cho So:
Online Nonlinear AUC Maximization for Imbalanced Data Sets. IEEE Trans. Neural Networks Learn. Syst. 29(4): 882-895 (2018) - [j120]Guanhong Tao
, Zibin Zheng
, Ziying Guo, Michael R. Lyu:
MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs. IEEE Trans. Reliab. 67(1): 355-369 (2018) - [j119]Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng
, Michael R. Lyu:
A Data Set for User Request Trace-Oriented Monitoring and its Applications. IEEE Trans. Serv. Comput. 11(4): 699-712 (2018) - [c330]Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King
, Zenglin Xu:
Neural Relational Topic Models for Scientific Article Analysis. CIKM 2018: 27-36 - [c329]Yuxin Su, Michael R. Lyu, Irwin King
:
Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization. CIKM 2018: 1463-1472 - [c328]Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu, Michael R. Lyu:
Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution. DSN 2018: 666-677 - [c327]Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang:
Multi-Head Attention with Disagreement Regularization. EMNLP 2018: 2897-2903 - [c326]Jichuan Zeng, Jing Li
, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King:
Topic Memory Networks for Short Text Classification. EMNLP 2018: 3120-3131 - [c325]Shenglin Zhao, Xixian Chen, Irwin King
, Michael R. Lyu:
Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts. ICME 2018: 1-6 - [c324]Cuiyun Gao, Jichuan Zeng, Michael R. Lyu, Irwin King
:
Online app review analysis for identifying emerging issues. ICSE 2018: 48-58 - [c323]Xiaotian Yu, Irwin King
, Michael R. Lyu, Tianbao Yang:
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization. IJCAI 2018: 3040-3046 - [c322]Jian Li, Yue Wang
, Michael R. Lyu, Irwin King
:
Code Completion with Neural Attention and Pointer Networks. IJCAI 2018: 4159-4165 - [c321]Cuiyun Gao, Jichuan Zeng, Federica Sarro
, Michael R. Lyu, Irwin King
:
Exploring the effects of ad schemes on the performance cost of mobile phones. A-Mobile@ASE 2018: 13-18 - [c320]Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu:
Characterizing the natural language descriptions in software logging statements. ASE 2018: 178-189 - [c319]Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu:
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs. NeurIPS 2018: 8430-8439 - [c318]Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang
, Michael R. Lyu, Dongmei Zhang:
Identifying impactful service system problems via log analysis. ESEC/SIGSOFT FSE 2018: 60-70 - [c317]Cuiyun Gao, Jichuan Zeng, David Lo
, Chin-Yew Lin, Michael R. Lyu, Irwin King
:
INFAR: insight extraction from app reviews. ESEC/SIGSOFT FSE 2018: 904-907 - [c316]Xiaotian Yu, Han Shao, Michael R. Lyu, Irwin King:
Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs. UAI 2018: 937-946 - [c315]Michael R. Lyu:
AI Techniques in Software Engineering Paradigm. ICPE 2018: 2 - [r2]Hao Ma, Irwin King, Michael R. Lyu:
Social Recommendation in Dynamic Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i24]Pinjia He, Jieming Zhu, Pengcheng Xu, Zibin Zheng, Michael R. Lyu:
A Directed Acyclic Graph Approach to Online Log Parsing. CoRR abs/1806.04356 (2018) - [i23]Hui Xu, Yuxin Su, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, Irwin King:
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation. CoRR abs/1806.10313 (2018) - [i22]Yifan Gao, Jianan Wang, Lidong Bing, Irwin King, Michael R. Lyu:
Difficulty Controllable Question Generation for Reading Comprehension. CoRR abs/1807.03586 (2018) - [i21]Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu:
Title-Guided Encoding for Keyphrase Generation. CoRR abs/1808.08575 (2018) - [i20]Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu:
Generating Distractors for Reading Comprehension Questions from Real Examinations. CoRR abs/1809.02768 (2018) - [i19]Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King:
Topic Memory Networks for Short Text Classification. CoRR abs/1809.03664 (2018) - [i18]Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang:
Multi-Head Attention with Disagreement Regularization. CoRR abs/1810.10183 (2018) - [i17]Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu:
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs. CoRR abs/1810.10895 (2018) - [i16]Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu:
Tools and Benchmarks for Automated Log Parsing. CoRR abs/1811.03509 (2018) - 2017
- [b1]Yilei Zhang, Michael R. Lyu:
QoS Prediction in Cloud and Service Computing - Approaches and Applications. Springer Briefs in Computer Science, Springer 2017, ISBN 978-981-10-5277-4, pp. 1-122 - [j118]Jieming Zhu, Pinjia He, Zibin Zheng
, Michael R. Lyu:
Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization. IEEE Trans. Parallel Distributed Syst. 28(10): 2911-2924 (2017) - [j117]Ao Zhou, Shangguang Wang
, Bo Cheng, Zibin Zheng
, Fangchun Yang, Rong N. Chang
, Michael R. Lyu, Rajkumar Buyya:
Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization. IEEE Trans. Serv. Comput. 10(6): 902-913 (2017) - [j116]Hongbing Wang, Lei Wang
, Qi Yu
, Zibin Zheng
, Athman Bouguettaya
, Michael R. Lyu:
Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems. IEEE Trans. Software Eng. 43(6): 556-579 (2017) - [c314]Xiaotian Yu, Michael R. Lyu, Irwin King:
CBRAP: Contextual Bandits with RAndom Projection. AAAI 2017: 2859-2866 - [c313]Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King
:
From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach. ADMA 2017: 180-194 - [c312]Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu:
Concolic Execution on Small-Size Binaries: Challenges and Empirical Study. DSN 2017: 181-188 - [c311]Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Michael R. Lyu, Irwin King
:
Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method. SIGSPATIAL/GIS 2017: 29:1-29:10 - [c310]Xiaotian Yu, Irwin King
, Michael R. Lyu:
Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects. ICDM 2017: 1147-1152 - [c309]Xixian Chen, Michael R. Lyu, Irwin King:
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data. ICML 2017: 767-776 - [c308]Shenglin Zhao, Irwin King
, Michael R. Lyu:
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation. ICONIP (5) 2017: 368-377 - [c307]Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, Michael R. Lyu:
IntelliAd: assisting mobile app developers in measuring ad costs automatically. ICSE (Companion Volume) 2017: 253-255 - [c306]Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng
, Michael R. Lyu:
CARP: Context-Aware Reliability Prediction of Black-Box Web Services. ICWS 2017: 17-24 - [c305]Pinjia He, Jieming Zhu, Zibin Zheng
, Michael R. Lyu:
Drain: An Online Log Parsing Approach with Fixed Depth Tree. ICWS 2017: 33-40 - [c304]Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King
, Michael R. Lyu:
Simple and efficient parallelization for probabilistic temporal tensor factorization. IJCNN 2017: 1-8 - [c303]Jian Li, Pinjia He, Jieming Zhu, Michael R. Lyu:
Software Defect Prediction via Convolutional Neural Network. QRS 2017: 318-328 - [c302]Yuxin Su, Irwin King
, Michael R. Lyu:
Learning to Rank Using Localized Geometric Mean Metrics. SIGIR 2017: 45-54 - [c301]Shenglin Zhao, Irwin King
, Michael R. Lyu, Jia Zeng, Mingxuan Yuan:
Mining Business Opportunities from Location-based Social Networks. SIGIR 2017: 1037-1040 - [c300]Xixian Chen, Irwin King, Michael R. Lyu:
FROSH: FasteR Online Sketching Hashing. UAI 2017 - [c299]Shenglin Zhao, Tong Zhao, Irwin King
, Michael R. Lyu:
Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation. WWW (Companion Volume) 2017: 153-162 - [i15]Yuxin Su, Irwin King, Michael R. Lyu:
Learning to Rank Using Localized Geometric Mean Metrics. CoRR abs/1705.07563 (2017) - [i14]Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu:
On Secure and Usable Program Obfuscation: A Survey. CoRR abs/1710.01139 (2017) - [i13]Joachim de Curtò
, Irene C. Zarza
, Fernando De la Torre, Irwin King, Michael R. Lyu:
High-Resolution Deep Convolutional Generative Adversarial Networks. CoRR abs/1711.06491 (2017) - [i12]Pengpeng Liu, Xiaojuan Qi, Pinjia He, Yikang Li, Michael R. Lyu, Irwin King:
Semantically Consistent Image Completion with Fine-grained Details. CoRR abs/1711.09345 (2017) - [i11]Jian Li, Yue Wang, Irwin King, Michael R. Lyu:
Code Completion with Neural Attention and Pointer Networks. CoRR abs/1711.09573 (2017) - [i10]Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu:
On Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs. CoRR abs/1712.01674 (2017) - 2016
- [j115]Hui Xu, Michael R. Lyu:
Assessing the Security Properties of Software Obfuscation. IEEE Secur. Priv. 14(5): 80-83 (2016) - [j114]Ao Zhou, Shangguang Wang
, Zibin Zheng
, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang:
On Cloud Service Reliability Enhancement with Optimal Resource Usage. IEEE Trans. Cloud Comput. 4(4): 452-466 (2016) - [j113]Chen Cheng
, Haiqin Yang
, Irwin King
, Michael R. Lyu:
A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks. ACM Trans. Intell. Syst. Technol. 8(1): 10:1-10:21 (2016) - [j112]Jianlong Xu, Zibin Zheng
, Michael R. Lyu:
Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization. IEEE Trans. Reliab. 65(1): 28-37 (2016) - [j111]Xinyu Wang, Jianke Zhu, Zibin Zheng
, Wenjie Song
, Yuanhong Shen, Michael R. Lyu:
A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation. ACM Trans. Web 10(1): 7:1-7:25 (2016) - [c298]Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King:
STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation. AAAI 2016: 315-322 - [c297]Hui Xu, Yangfan Zhou, Michael R. Lyu:
N-version Obfuscation. CPSS@AsiaCCS 2016: 22-33 - [c296]Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu:
An Evaluation Study on Log Parsing and Its Use in Log Mining. DSN 2016: 654-661 - [c295]Shenglin Zhao, Michael R. Lyu, Irwin King
:
Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation. ICONIP (3) 2016: 450-458 - [c294]Qi Xie, Shenglin Zhao, Zibin Zheng
, Jieming Zhu, Michael R. Lyu:
Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation. ICWS 2016: 204-211 - [c293]Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu:
Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection. IJCAI 2016: 3938-3944 - [c292]Yuxin Su, Haiqin Yang
, Irwin King
, Michael R. Lyu:
Distributed Information-Theoretic Metric Learning in Apache Spark. IJCNN 2016: 3306-3313 - [c291]Xiaotian Yu, Haiqin Yang
, Irwin King
, Michael R. Lyu:
Online non-negative dictionary learning via moment information for sparse Poisson coding. IJCNN 2016: 5094-5101 - [c290]Yichuan Man, Cuiyun Gao, Michael R. Lyu, Jiuchun Jiang:
Experience Report: Understanding Cross-Platform App Issues from User Reviews. ISSRE 2016: 138-149 - [c289]Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu:
Experience Report: System Log Analysis for Anomaly Detection. ISSRE 2016: 207-218 - [c288]Yu Kang, Yangfan Zhou, Min Gao, Yixia Sun, Michael R. Lyu:
Experience Report: Detecting Poor-Responsive UI in Android Applications. ISSRE 2016: 490-501 - [c287]Yu Kang, Yangfan Zhou, Hui Xu, Michael R. Lyu:
DiagDroid: Android performance diagnosis via anatomizing asynchronous executions. SIGSOFT FSE 2016: 410-421 - [i9]Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu:
GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation. CoRR abs/1606.05859 (2016) - [i8]Shenglin Zhao, Irwin King, Michael R. Lyu:
A Survey of Point-of-interest Recommendation in Location-based Social Networks. CoRR abs/1607.00647 (2016) - [i7]Cuiyun Gao, Hui Xu, Yichuan Man, Yangfan Zhou, Michael R. Lyu:
IntelliAd Understanding In-APP Ad Costs From Users Perspective. CoRR abs/1607.03575 (2016) - [i6]Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu:
Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization. CoRR abs/1611.03578 (2016) - 2015
- [j110]Zibin Zheng
, Michael Rung-Tsong Lyu, Huaimin Wang:
Service fault tolerance for highly reliable service-oriented systems: an overview. Sci. China Inf. Sci. 58(5): 1-12 (2015) - [j109]Tom Chao Zhou, Michael Rung-Tsong Lyu, Irwin King
, Jie Lou:
Learning to suggest questions in social media. Knowl. Inf. Syst. 43(2): 389-416 (2015) - [j108]Baichuan Li, Rong-Hua Li, Irwin King
, Michael R. Lyu, Jeffrey Xu Yu:
A topic-biased user reputation model in rating systems. Knowl. Inf. Syst. 44(3): 581-607 (2015) - [j107]Haiqin Yang
, Kaizhu Huang
, Irwin King
, Michael R. Lyu:
Maximum margin semi-supervised learning with irrelevant data. Neural Networks 70: 90-102 (2015) - [j106]Haiqin Yang
, Zenglin Xu, Michael R. Lyu, Irwin King
:
Budget constrained non-monotonic feature selection. Neural Networks 71: 214-224 (2015) - [j105]Zibin Zheng
, Michael R. Lyu:
Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints. IEEE Trans. Computers 64(1): 219-232 (2015) - [j104]Ning Wang, Michael R. Lyu:
Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction. IEEE J. Biomed. Health Informatics 19(5): 1648-1659 (2015) - [j103]Haiqin Yang
, Guang Ling, Yuxin Su, Michael R. Lyu, Irwin King
:
Boosting Response Aware Model-Based Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 27(8): 2064-2077 (2015) - [j102]Song Li, Yangfan Zhou, Lei Jiao
, Xinya Yan, Xin Wang, Michael Rung-Tsong Lyu:
Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization. IEEE Trans. Serv. Comput. 8(3): 398-409 (2015) - [j101]Michael R. Lyu, Liang-Jie Zhang
:
Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing. IEEE Trans. Serv. Comput. 8(3): 422-424 (2015) - [j100]Shangguang Wang
, Zibin Zheng
, Zhengping Wu, Michael R. Lyu, Fangchun Yang:
Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems. IEEE Trans. Serv. Comput. 8(5): 755-767 (2015) - [c286]Hongyi Zhang, Irwin King, Michael R. Lyu:
Incorporating Implicit Link Preference Into Overlapping Community Detection. AAAI 2015: 396-402 - [c285]Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So:
Kernelized Online Imbalanced Learning with Fixed Budgets. AAAI 2015: 2666-2672 - [c284]Yue Wang
, Zibin Zheng
, Michael R. Lyu:
Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing. CIC 2015: 252-259 - [c283]Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang
, Michael R. Lyu, Dongmei Zhang:
Learning to Log: Helping Developers Make Informed Logging Decisions. ICSE (1) 2015: 415-425 - [c282]Jieming Zhu, Pinjia He, Zibin Zheng
, Michael R. Lyu:
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation. ICWS 2015: 241-248 - [c281]Hongyi Zhang, Michael R. Lyu, Irwin King:
Exploiting k-Degree Locality to Improve Overlapping Community Detection. IJCAI 2015: 2394-2400 - [c280]Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu:
Training-Efficient Feature Map for Shift-Invariant Kernels. IJCAI 2015: 3395-3401 - [c279]Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, Michael R. Lyu:
PAID: Prioritizing app issues for developers by tracking user reviews over versions. ISSRE 2015: 35-45 - [c278]Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, Michael R. Lyu:
SpyAware: Investigating the privacy leakage signatures in app execution traces. ISSRE 2015: 348-358 - [c277]Shouyuan Chen, Yang Liu, Michael R. Lyu, Irwin King, Shengyu Zhang:
Fast Relative-Error Approximation Algorithm for Ridge Regression. UAI 2015: 201-210 - [c276]Kaizhu Huang
, Haiqin Yang
, Irwin King
, Michael R. Lyu:
WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications. WSDM 2015: 425-426 - [i5]Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu:
A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation. CoRR abs/1502.06084 (2015) - [i4]Jieming Zhu, Zibin Zheng, Michael R. Lyu:
Context-Aware Reliability Prediction of Black-Box Services. CoRR abs/1503.00102 (2015) - [i3]Hui Xu, Yangfan Zhou, Michael R. Lyu:
N-Version Obfuscation: Impeding Software Tampering Replication with Program Diversity. CoRR abs/1506.03032 (2015) - [i2]Yu Kang, Yangfan Zhou, Hui Xu, Michael R. Lyu:
PersisDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions. CoRR abs/1512.07950 (2015) - 2014
- [j99]Jianlong Xu, Zibin Zheng
, Michael R. Lyu:
CGA-based deadlock solving strategies towards vehicle sensing systems. EURASIP J. Wirel. Commun. Netw. 2014: 214 (2014) - [j98]Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng
, Michael R. Lyu:
A topology-aware method for scientific application deployment on cloud. Int. J. Web Grid Serv. 10(4): 338-370 (2014) - [j97]Jian Wu, Liang Chen, Zibin Zheng
, Michael R. Lyu, Zhaohui Wu:
Clustering Web services to facilitate service discovery. Knowl. Inf. Syst. 38(1): 207-229 (2014) - [j96]Liang Chen, Jian Wu, Zibin Zheng
, Michael R. Lyu, Zhaohui Wu:
Modeling and exploiting tag relevance for Web service mining. Knowl. Inf. Syst. 39(1): 153-173 (2014) - [j95]Xi Chen, Zibin Zheng
, Qi Yu
, Michael R. Lyu:
Web Service Recommendation via Exploiting Location and QoS Information. IEEE Trans. Parallel Distributed Syst. 25(7): 1913-1924 (2014) - [j94]Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu:
An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems. IEEE Trans. Reliab. 63(4): 927-943 (2014) - [j93]Zibin Zheng
, Yilei Zhang, Michael R. Lyu:
Investigating QoS of Real-World Web Services. IEEE Trans. Serv. Comput. 7(1): 32-39 (2014) - [j92]Weiwei Qiu, Zibin Zheng
, Xinyu Wang, Xiaohu Yang, Michael R. Lyu:
Reliability-Based Design Optimization for Cloud Migration. IEEE Trans. Serv. Comput. 7(2): 223-236 (2014) - [j91]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
An Online Performance Prediction Framework for Service-Oriented Systems. IEEE Trans. Syst. Man Cybern. Syst. 44(9): 1169-1181 (2014) - [c275]Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng
, Michael R. Lyu:
Towards an Open Data Set for Trace-Oriented Monitoring. IEEE CLOUD 2014: 922-923 - [c274]Pengfei Zheng, Yangfan Zhou, Michael R. Lyu, Yong Qi:
Granger Causality-Aware Prediction and Diagnosis of Software Degradation. IEEE SCC 2014: 528-535 - [c273]Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng
, Michael R. Lyu:
Trace Bench: An Open Data Set for Trace-Oriented Monitoring. CloudCom 2014: 519-526 - [c272]Jieming Zhu, Pinjia He, Zibin Zheng
, Michael R. Lyu:
Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation. ICDCS 2014: 318-327 - [c271]Haiqin Yang
, Zenglin Xu, Irwin King
, Michael R. Lyu:
Non-monotonic Feature Selection for Regression. ICONIP (2) 2014: 44-51 - [c270]Song Li, Yangfan Zhou, Lei Jiao
, Xinya Yan, Xin Wang, Michael R. Lyu:
Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds. ICWS 2014: 169-176 - [c269]Pinjia He, Jieming Zhu, Zibin Zheng
, Jianlong Xu, Michael R. Lyu:
Location-Based Hierarchical Matrix Factorization for Web Service Recommendation. ICWS 2014: 297-304 - [c268]Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King
:
Exploiting homophily-based implicit social network to improve recommendation performance. IJCNN 2014: 2539-2547 - [c267]Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen:
Combinatorial Pure Exploration of Multi-Armed Bandits. NIPS 2014: 379-387 - [c266]Guang Ling, Michael R. Lyu, Irwin King
:
Ratings meet reviews, a combined approach to recommend. RecSys 2014: 105-112 - [c265]Chen Cheng, Fen Xia, Tong Zhang, Irwin King
, Michael R. Lyu:
Gradient boosting factorization machines. RecSys 2014: 265-272 - [c264]Pinjia He, Jieming Zhu, Jianlong Xu, Michael R. Lyu:
A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction. SOSE 2014: 290-295 - [c263]Hui Xu, Yangfan Zhou, Michael R. Lyu:
Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones. SOUPS 2014: 187-198 - [p1]Xi Chen, Zibin Zheng
, Michael R. Lyu:
QoS-Aware Web Service Recommendation via Collaborative Filtering. Web Services Foundations 2014: 563-588 - [r1]Hao Ma, Irwin King, Michael R. Lyu:
Social Recommendation in Dynamic Networks. Encyclopedia of Social Network Analysis and Mining 2014: 1923-1929 - 2013
- [j90]Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael Rung-Tsong Lyu, Hua Cai, Gang Yin:
An online service-oriented performance profiling tool for cloud computing systems. Frontiers Comput. Sci. 7(3): 431-445 (2013) - [j89]Junjie Xiong, Yangfan Zhou, Michael R. Lyu, Evan F. Y. Young:
MDiag: Mobility-assisted diagnosis for wireless sensor networks. J. Netw. Comput. Appl. 36(1): 167-177 (2013) - [j88]Haiqin Yang
, Michael R. Lyu, Irwin King
:
Efficient online learning for multitask feature selection. ACM Trans. Knowl. Discov. Data 7(2): 6:1-6:27 (2013) - [j87]Zibin Zheng
, Michael R. Lyu:
Personalized Reliability Prediction of Web Services. ACM Trans. Softw. Eng. Methodol. 22(2): 12:1-12:25 (2013) - [j86]Zibin Zheng
, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang:
QoS Ranking Prediction for Cloud Services. IEEE Trans. Parallel Distributed Syst. 24(6): 1213-1222 (2013) - [j85]Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael Rung-Tsong Lyu, Hua Cai:
Toward Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems. IEEE Trans. Parallel Distributed Syst. 24(6): 1245-1255 (2013) - [j84]Zibin Zheng
, Hao Ma, Michael R. Lyu, Irwin King
:
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization. IEEE Trans. Serv. Comput. 6(3): 289-299 (2013) - [j83]Huifeng Sun, Zibin Zheng
, Junliang Chen, Michael R. Lyu:
Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering. IEEE Trans. Serv. Comput. 6(4): 573-579 (2013) - [c262]Jieming Zhu, Zibin Zheng
, Michael R. Lyu:
DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications. IEEE CLOUD 2013: 589-596 - [c261]Weiwei Qiu, Zibin Zheng
, Xinyu Wang, Xiaohu Yang, Michael R. Lyu:
Reputation-Aware QoS Value Prediction of Web Services. IEEE SCC 2013: 41-48 - [c260]Zibin Zheng
, Jieming Zhu, Michael R. Lyu:
Service-Generated Big Data and Big Data-as-a-Service: An Overview. BigData Congress 2013: 403-410 - [c259]Chenxia Wu, Haiqin Yang
, Jianke Zhu, Jiemi Zhang, Irwin King
, Michael R. Lyu:
Sparse Poisson coding for high dimensional document clustering. IEEE BigData 2013: 512-517 - [c258]Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu:
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers. EMNLP 2013: 1521-1532 - [c257]Shenglin Zhao, Irwin King
, Michael R. Lyu:
Capturing Geographical Influence in POI Recommendations. ICONIP (2) 2013: 530-537 - [c256]Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King:
Where You Like to Go Next: Successive Point-of-Interest Recommendation. IJCAI 2013: 2605-2611 - [c255]Guang Ling, Irwin King, Michael R. Lyu:
A Unified Framework for Reputation Estimation in Online Rating Systems. IJCAI 2013: 2670-2676 - [c254]Shouyuan Chen, Michael R. Lyu, Irwin King, Zenglin Xu:
Exact and Stable Recovery of Pairwise Interaction Tensors. NIPS 2013: 1691-1699 - [c253]Qirun Zhang
, Michael R. Lyu, Hao Yuan, Zhendong Su:
Fast algorithms for Dyck-CFL-reachability with applications to alias analysis. PLDI 2013: 435-446 - [c252]Jieming Zhu, Zibin Zheng
, Yangfan Zhou, Michael R. Lyu:
Scaling Service-Oriented Applications into Geo-distributed Clouds. SOSE 2013: 335-340 - 2012
- [j82]Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai:
Localizing root causes of performance anomalies in cloud computing systems by analyzing request trace logs. Sci. China Inf. Sci. 55(12): 2757-2773 (2012) - [j81]Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng
, Michael R. Lyu:
A spectral clustering-based optimal deployment method for scientific application in cloud computing. Int. J. Web Grid Serv. 8(1): 31-55 (2012) - [j80]Zhenjiang Lin, Michael R. Lyu, Irwin King
:
MatchSim: a novel similarity measure based on maximum neighborhood matching. Knowl. Inf. Syst. 32(1): 141-166 (2012) - [j79]Hao Ma, Irwin King
, Michael R. Lyu:
Mining Web Graphs for Recommendations. IEEE Trans. Knowl. Data Eng. 24(6): 1051-1064 (2012) - [j78]Zibin Zheng
, Tom Chao Zhou, Michael R. Lyu, Irwin King
:
Component Ranking for Fault-Tolerant Cloud Applications. IEEE Trans. Serv. Comput. 5(4): 540-550 (2012) - [j77]Hongbo Deng, Irwin King
, Michael R. Lyu:
Enhanced Models for Expertise Retrieval Using Community-Aware Strategies. IEEE Trans. Syst. Man Cybern. Part B 42(1): 93-106 (2012) - [c251]Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng
, Michael R. Lyu:
Topology-Aware Deployment of Scientific Applications in Cloud Computing. IEEE CLOUD 2012: 319-326 - [c250]Yu Kang, Zibin Zheng
, Michael R. Lyu:
A Latency-Aware Co-deployment Mechanism for Cloud-Based Services. IEEE CLOUD 2012: 630-637 - [c249]Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu:
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks. AAAI 2012: 17-23 - [c248]Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu:
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering. AAAI 2012: 164-170 - [c247]Ning Wang, Michael R. Lyu:
Exploration of instantaneous amplitude and frequency features for epileptic seizure prediction. BIBE 2012: 292-297 - [c246]Xin Xin, Irwin King
, Ritesh Agrawal, Michael R. Lyu, Heyan Huang:
Do ads compete or collaborate?: designing click models with full relationship incorporated. CIKM 2012: 1839-1843 - [c245]Priyanka Garg, Irwin King
, Michael R. Lyu:
Information propagation in social rating networks. CIKM 2012: 2279-2282 - [c244]Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, Zhenbang Chen:
P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems. COMPSAC 2012: 509-514 - [c243]Priyanka Garg, Irwin King
, Michael R. Lyu:
Are You a Social Conformer? ICONIP (3) 2012: 694-701 - [c242]Liang Chen, Zibin Zheng
, Yipeng Feng, Jian Wu, Michael R. Lyu:
WSTRank: Ranking Tags to Facilitate Web Service Mining. ICSOC 2012: 574-581 - [c241]Jieming Zhu, Yu Kang, Zibin Zheng
, Michael R. Lyu:
WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction. ICWS 2012: 90-97 - [c240]Baichuan Li, Michael R. Lyu, Irwin King
:
Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing? IJCNN 2012: 1-8 - [c239]Guang Ling, Haiqin Yang
, Irwin King
, Michael R. Lyu:
Online learning for collaborative filtering. IJCNN 2012: 1-8 - [c238]Jieming Zhu, Yu Kang, Zibin Zheng
, Michael R. Lyu:
A Clustering-Based QoS Prediction Approach for Web Service Recommendation. ISORC Workshops 2012: 93-98 - [c237]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
Real-Time Performance Prediction for Cloud Components. ISORC Workshops 2012: 106-111 - [c236]Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King
:
Modeling and exploiting heterogeneous bibliographic networks for expertise ranking. JCDL 2012: 71-80 - [c235]Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King:
Response Aware Model-Based Collaborative Filtering. UAI 2012: 501-510 - [c234]Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu:
Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling. WASA 2012: 100-111 - [c233]Baichuan Li, Tan Jin
, Michael R. Lyu, Irwin King
, Barley Mak:
Analyzing and predicting question quality in community question answering services. WWW (Companion Volume) 2012: 775-782 - [c232]Tom Chao Zhou, Michael R. Lyu, Irwin King
:
A classification-based approach to question routing in community question answering. WWW (Companion Volume) 2012: 783-790 - [i1]Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King:
Response Aware Model-Based Collaborative Filtering. CoRR abs/1210.4869 (2012) - 2011
- [j76]Junjie Xiong, Michael R. Lyu, Kam-Wing Ng:
A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks. Int. J. Distributed Sens. Networks 7(1) (2011) - [j75]Hao Ma, Irwin King
, Michael R. Lyu:
Learning to recommend with explicit and implicit social relations. ACM Trans. Intell. Syst. Technol. 2(3): 29:1-29:19 (2011) - [j74]Haiqin Yang
, Zenglin Xu, Jieping Ye, Irwin King
, Michael R. Lyu:
Efficient Sparse Generalized Multiple Kernel Learning. IEEE Trans. Neural Networks 22(3): 433-446 (2011) - [j73]Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King
:
Improving Recommender Systems by Incorporating Social Contextual Information. ACM Trans. Inf. Syst. 29(2): 9:1-9:23 (2011) - [j72]Jianke Zhu, Steven C. H. Hoi
, Michael R. Lyu, Shuicheng Yan:
Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. ACM Trans. Multim. Comput. Commun. Appl. 7(1): 4:1-4:24 (2011) - [j71]Chin-Yu Huang, Michael R. Lyu:
Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models. IEEE Trans. Reliab. 60(2): 498-514 (2011) - [j70]Zibin Zheng
, Hao Ma, Michael R. Lyu, Irwin King
:
QoS-Aware Web Service Recommendation by Collaborative Filtering. IEEE Trans. Serv. Comput. 4(2): 140-152 (2011) - [c231]Yu Kang, Yangfan Zhou, Zibin Zheng
, Michael R. Lyu:
A User Experience-Based Cloud Service Redeployment Mechanism. IEEE CLOUD 2011: 227-234 - [c230]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing. IEEE CLOUD 2011: 444-451 - [c229]Pei Fan, Ji Wang, Zibin Zheng
, Michael R. Lyu:
Toward Optimal Deployment of Communication-Intensive Cloud Applications. IEEE CLOUD 2011: 460-467 - [c228]Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao:
Learning to Suggest Questions in Online Forums. AAAI 2011: 1298-1303 - [c227]Xiaofeng Yu, Irwin King
, Michael R. Lyu:
Towards a top-down and bottom-up bidirectional approach to joint information extraction. CIKM 2011: 847-856 - [c226]Haiqin Yang
, Shenghuo Zhu, Irwin King
, Michael R. Lyu:
Can irrelevant data help semi-supervised learning, why and how? CIKM 2011: 937-946 - [c225]Baichuan Li, Irwin King
, Michael R. Lyu:
Question routing in community question answering: putting category in its place. CIKM 2011: 2041-2044 - [c224]Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King
, Edward Y. Chang:
Question identification on twitter. CIKM 2011: 2477-2480 - [c223]Qirun Zhang
, Wujie Zheng, Michael R. Lyu:
Flow-Augmented Call Graph: A New Foundation for Taming API Complexity. FASE 2011: 386-400 - [c222]Huifeng Sun, Zibin Zheng
, Junliang Chen, Michael R. Lyu:
NRCF: A Novel Collaborative Filtering Method for Service Recommendation. ICWS 2011: 702-703 - [c221]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services. ISSRE 2011: 210-219 - [c220]Wujie Zheng, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King
:
Mining test oracles of web search engines. ASE 2011: 408-411 - [c219]Hao Ma, Chao Liu, Irwin King
, Michael R. Lyu:
Probabilistic factor models for web site recommendation. SIGIR 2011: 265-274 - [c218]Wujie Zheng, Qirun Zhang
, Michael R. Lyu:
Cross-library API recommendation using web search engines. SIGSOFT FSE 2011: 480-483 - [c217]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing. SRDS 2011: 1-10 - [c216]Junjie Xiong, Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu:
RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks. TrustCom 2011: 572-581 - [c215]Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King
:
Recommender systems with social regularization. WSDM 2011: 287-296 - [c214]Xin Xin, Michael R. Lyu, Irwin King
:
CMAP: effective fusion of quality and relevance for multi-criteria recommendation. WSDM 2011: 455-464 - 2010
- [j69]Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu:
A delay-aware reliable event reporting framework for wireless sensor-actuator networks. Ad Hoc Networks 8(7): 694-707 (2010) - [j68]Zibin Zheng
, Michael R. Lyu:
An adaptive QoS-aware fault tolerance strategy for web services. Empir. Softw. Eng. 15(4): 323-345 (2010) - [j67]Zibin Zheng
, Michael R. Lyu:
Optimal Fault Tolerance Strategy Selection for Web Services. Int. J. Web Serv. Res. 7(4): 21-40 (2010) - [j66]Ruilian Zhao, Michael R. Lyu, Yinghua Min:
Automatic string test data generation for detecting domain errors. Softw. Test. Verification Reliab. 20(3): 209-236 (2010) - [j65]Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King
:
Bridging the Semantic Gap Between Image Contents and Tags. IEEE Trans. Multim. 12(5): 462-473 (2010) - [j64]Zenglin Xu, Irwin King
, Michael R. Lyu, Rong Jin:
Discriminative semi-supervised feature selection via manifold regularization. IEEE Trans. Neural Networks 21(7): 1033-1047 (2010) - [c213]Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King:
Smooth Optimization for Effective Multiple Kernel Learning. AAAI 2010: 637-642 - [c212]Hao Ma, Michael R. Lyu, Irwin King:
Diversifying Query Suggestion Results. AAAI 2010: 1399-1404 - [c211]Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King:
UserRec: A User Recommendation Framework in Social Tagging Systems. AAAI 2010: 1486-1491 - [c210]Haiqin Yang
, Irwin King
, Michael R. Lyu:
Online learning for multi-task feature selection. CIKM 2010: 1693-1696 - [c209]Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu:
Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining. ICDCS 2010: 784-794 - [c208]Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu:
Simple and Efficient Multiple Kernel Learning by Group Lasso. ICML 2010: 1175-1182 - [c207]Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu:
Online Learning for Group Lasso. ICML 2010: 1191-1198 - [c206]Zibin Zheng
, Michael R. Lyu:
Collaborative reliability prediction of service-oriented systems. ICSE (1) 2010: 35-44 - [c205]Zibin Zheng
, Michael R. Lyu:
Component recommendation for cloud applications. RSSE@ICSE 2010: 48-49 - [c204]Zibin Zheng
, Yilei Zhang, Michael R. Lyu:
Distributed QoS Evaluation for Real-World Web Services. ICWS 2010: 83-90 - [c203]Yilei Zhang, Zibin Zheng
, Michael R. Lyu:
WSExpress: A QoS-aware Search Engine for Web Services. ICWS 2010: 91-98 - [c202]Haiqin Yang
, Irwin King
, Michael R. Lyu:
Multi-task Learning for one-class classification. IJCNN 2010: 1-8 - [c201]Zibin Zheng
, Tom Chao Zhou, Michael R. Lyu, Irwin King
:
FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications. ISSRE 2010: 398-407 - [c200]Wujie Zheng, Qirun Zhang
, Michael R. Lyu, Tao Xie:
Random unit-test generation with MUT-aware sequence recommendation. ASE 2010: 293-296 - [c199]Junjie Xiong, Michael R. Lyu, Kam-Wing Ng:
Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling. MSN 2010: 53-60 - [c198]Zibin Zheng
, Yilei Zhang, Michael R. Lyu:
CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing. SRDS 2010: 184-193 - [c197]Irwin King
, Michael R. Lyu, Hao Ma:
Introduction to social recommendation. WWW 2010: 1355-1356
2000 – 2009
- 2009
- [j63]Haiqin Yang
, Kaizhu Huang
, Irwin King
, Michael R. Lyu:
Localized support vector regression for time series prediction. Neurocomputing 72(10-12): 2659-2669 (2009) - [j62]Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu:
On Sensor Network Reconfiguration for Downtime-Free System Migration. Mob. Networks Appl. 14(2): 241-252 (2009) - [j61]Kaizhu Huang
, Danian Zheng, Irwin King
, Michael R. Lyu:
Arbitrary Norm Support Vector Machines. Neural Comput. 21(2): 560-582 (2009) - [j60]Zenglin Xu, Kaizhu Huang
, Jianke Zhu, Irwin King
, Michael R. Lyu:
A novel kernel-based maximum a posteriori classification method. Neural Networks 22(7): 977-987 (2009) - [j59]Jianke Zhu, Michael R. Lyu, Thomas S. Huang:
A Fast 2D Shape Recovery Approach by Fusing Features and Appearance. IEEE Trans. Pattern Anal. Mach. Intell. 31(7): 1210-1224 (2009) - [j58]Shing-Chi Cheung
, Hui Lei, Michael R. Lyu:
Preface for the ICEBE 2007 special section. Serv. Oriented Comput. Appl. 3(2): 127 (2009) - [j57]Steven C. H. Hoi
, Rong Jin, Michael R. Lyu:
Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval. IEEE Trans. Knowl. Data Eng. 21(9): 1233-1248 (2009) - [j56]Steven C. H. Hoi
, Rong Jin, Jianke Zhu, Michael R. Lyu:
Semisupervised SVM batch mode active learning with applications to image retrieval. ACM Trans. Inf. Syst. 27(3): 16:1-16:29 (2009) - [j55]Haixuan Yang
, Michael R. Lyu, Irwin King
:
A Volume-Based Heat-Diffusion Classifier. IEEE Trans. Syst. Man Cybern. Part B 39(2): 417-430 (2009) - [j54]Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu:
An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks. IEEE Trans. Veh. Technol. 58(9): 5083-5094 (2009) - [c196]Hao Ma, Haixuan Yang
, Irwin King
, Michael R. Lyu:
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering. CIKM 2009: 767-776 - [c195]Xin Xin, Irwin King
, Hongbo Deng, Michael R. Lyu:
A social recommendation framework based on multi-scale continuous conditional random fields. CIKM 2009: 1247-1256 - [c194]Zhenjiang Lin, Michael R. Lyu, Irwin King
:
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching. CIKM 2009: 1613-1616 - [c193]Hongbo Deng, Irwin King
, Michael R. Lyu:
Enhancing expertise retrieval using community-aware strategies. CIKM 2009: 1733-1736 - [c192]Tom Chao Zhou, Hao Ma, Irwin King
, Michael R. Lyu:
TagRec: Leveraging Tagging Wisdom for Recommendation. CSE (4) 2009: 194-199 - [c191]Jianke Zhu, Steven C. H. Hoi
, Michael R. Lyu:
Nonrigid shape recovery by Gaussian process regression. CVPR 2009: 1319-1326 - [c190]Zibin Zheng
, Michael R. Lyu:
A QoS-aware fault tolerant middleware for dependable service composition. DSN 2009: 239-248 - [c189]Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King
:
Non-monotonic feature selection. ICML 2009: 1145-1152 - [c188]Wujie Zheng, Michael R. Lyu, Tao Xie:
Test selection for result inspection via mining predicate rules. ICSE Companion 2009: 219-222 - [c187]Zibin Zheng
, Hao Ma, Michael R. Lyu, Irwin King
:
WSRec: A Collaborative Filtering Based Web Service Recommender System. ICWS 2009: 437-444 - [c186]Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King:
Discriminative Semi-Supervised Feature Selection via Manifold Regularization. IJCAI 2009: 1303-1308 - [c185]Kaizhu Huang
, Zenglin Xu, Irwin King
, Michael R. Lyu, Colin Campbell:
Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data. IJCNN 2009: 1272-1277 - [c184]Hongbo Deng, Michael R. Lyu, Irwin King
:
A generalized Co-HITS algorithm and its application to bipartite graphs. KDD 2009: 239-248 - [c183]Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu:
Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks. MASS 2009: 50-59 - [c182]Yangfan Zhou, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, Kam-Wing Ng:
Energy-efficient On-demand Active Contour Service for Sensor Networks. MASS 2009: 383-392 - [c181]