An Approach to Enabling Spatial OLAP by Aggregating on Spatial Hierarchy. - Long Zhang; Ying Li 012; Fangyan Rao; Xiulan Yu; Ying Chen 004; Dong Liu 014 (DaWaK, 2003)

Spatial hierarchy and OLAP-favored search in spatial data warehouse. - Fangyan Rao; Long Zhang; Xiulan Yu; Ying Li 012; Ying Chen 004 (DOLAP, 2003)

The Framework Supporting QoS-Enabled Web Services. - Ying Li 012; Xiaochen Ding; Ying Chen 004; Dong Liu 014; Thomas Li (ICWS, 2003)

The Approach for Data Warehouse to Answering Spatial OLAP Queries. - Ying Li 012; Ying Chen 004; Fangyan Rao (IDEAL, 2003)

Services Ecosystem: Towards a Resilient Infrastructure for On Demand Services Provisioning in Grid. - Ying Li 012; Fangyan Rao; Ying Chen 004; Dong Liu 014; Thomas Li (ICWS, 2004)

WSCE: A Flexible Web Service Composition Environment. - Xiulan Yu; Long Zhang; Ying Li 012; Ying Chen 004 (ICWS, 2004)

LORE: An infrastructure to support location-aware services. - Ying Chen 004; Xiaoyan Chen; Fangyan Rao; Xiulan Yu; Ying Li 012; Dong Liu 014 (IBM J. Res. Dev., 2004)

Self-Reconfiguration of Service-Based Systems: A Case Study for Service Level Agreements and Resource Optimization. - Ying Li 012; Kewei Sun; Jie Qiu 001; Ying Chen 004 (ICWS, 2005)

Detecting dominant locations from search queries. - Lee Wang; Chuang Wang 001; Xing Xie 001; Josh Forman; Yansheng Lu; Wei-Ying Ma; Ying Li 012 (SIGIR, 2005)

Modeling and Verifying Configuration in Service Deployment. - Ying Li 012; Jie Qiu 001; Kewei Sun; Ying Chen 004 (IEEE SCC, 2006)

Analyzing XML Parser Memory Characteristics: Experiments towards ImprovingWeb Services Performance. - Gang Wang; Cheng Xu; Ying Li 012; Ying Chen 004 (ICWS, 2006)

Sizing multi-space in heap for application isolation. - Kewei Sun; Ying Li 012; Matt Hogstrom; Ying Chen 004 (OOPSLA Companion, 2006)

Pattern based Declarative Constraint Solution for Model-Driven Service Deployment. - Jing Luo; Ying Li 012; Jie Qiu 001 (IEEE SCC, 2007)

Model-Based Dependency Management for Migrating Service Hosting Environment. - Qian Ma 010; Ying Li 012; Kewei Sun; Liang Liu 010 (IEEE SCC, 2007)

SPIN: Service Performance Isolation Infrastructure in Multi-tenancy Environment. - Xin Hui Li; Tiancheng Liu; Ying Li 012; Ying Chen 004 (ICSOC, 2008)

Anchor Semantics Enabled Ranking Method for Service Discovery and Integration. - Jing Luo; Ying Li 012 (ICWS, 2008)

Declarative Constraint Framework for SOA Deployment and Configuration. - Jing Luo; Ying Li 012; Jie Qiu 001; Ying Chen 004 (ICWS, 2008)

A Semantic QoS-Aware Discovery Framework for Web Services. - Qian Ma 010; Hao Wang 208; Ying Li 012; Guotong Xie; Feng Liu (ICWS, 2008)

Automatic model-based service hosting environment migration. - Liang Liu 010; Ying Li 012; Qian Ma 010; Kewei Sun; Ying Chen 004; Hao Wang 208 (NOMS, 2008)

A state machine approach for problem detection in large-scale distributed system. - Kewei Sun; Jie Qiu 001; Ying Li 012; Ying Chen 004; Weixing Ji (NOMS, 2008)

Availability "weak point" analysis over an SOA deployment framework. - Lei Xie 004; Jing Luo; Jie Qiu 001; John A. Pershing; Ying Li 012; Ying Chen 004 (NOMS, 2008)

An On-the-Fly Approach to Web-Based Service Composition. - Qi Zhao 005; Gang Huang 001; Jiyu Huang; Xuanzhe Liu; Hong Mei 001; Ying Li 012; Ying Chen 004 (SERVICES II, 2008)

Partition-based heap memory management in an application server. - Tiancheng Liu; Ying Li 012; Andrew Schofield; Matt Hogstrom; Kewei Sun; Ying Chen 004 (ACM SIGOPS Oper. Syst. Rev., 2008)

The Method and Tool of Cost Analysis for Cloud Computing. - Xin Hui Li; Ying Li 012; Tiancheng Liu; Jie Qiu 001; Fengchun Wang (IEEE CLOUD, 2009)

A Profile-Based Approach to Just-in-Time Scalability for Cloud Applications. - Jie Yang; Jie Qiu 001; Ying Li 012 (IEEE CLOUD, 2009)

Hadoop high availability through metadata replication. - Feng Wang; Jie Qiu 001; Jie Yang; Bo Dong 001; Xin Hui Li; Ying Li 012 (CloudDB@CIKM, 2009)

A collaborative management as a service framework for managing Internetware systems. - Tiancheng Liu; Ying Li 012; Xinhui Li (Internetware, 2009)

A methodology for analyzing availability weak points in SOA deployment frameworks. - Jing Luo; Ying Li 012; John A. Pershing; Lei Xie 004; Ying Chen 004 (IEEE Trans. Netw. Serv. Manag., 2009)

A Novel Approach to Improving the Efficiency of Storing and Accessing Small Files on Hadoop: A Case Study by PowerPoint Files. - Bo Dong 001; Jie Qiu 001; Qinghua Zheng; Xiao Zhong; Jingwei Li; Ying Li 012 (IEEE SCC, 2010)

Correlation Based File Prefetching Approach for Hadoop. - Bo Dong 001; Xiao Zhong; Qinghua Zheng; Lirong Jian; Jian Liu; Jie Qiu 001; Ying Li 012 (CloudCom, 2010)

Mashing-Up Rich User Interfaces for Human-Interaction in WS-BPEL. - Qi Zhao 005; Xuanzhe Liu; Dawei Sun; Tiancheng Liu; Ying Li 012; Gang Huang 001 (ICWS, 2010)

Brief announcement: network traffic can optimize consolidation during transformation to virtualization. - Kewei Sun; Ying Li 012; Jing Luo (PODC, 2010)

Multi Cloud Management for unified cloud services across cloud sites. - Tiancheng Liu; Yasuharu Katsuno; Kewei Sun; Ying Li 012; Takayuki Kushida; Ying Chen 004; Mayumi Itakura (CCIS, 2011)

Effort Estimation in Cloud Migration Process. - Kewei Sun; Ying Li 012 (SOSE, 2013)

Model-based system configuration approach for Internetware. - Ying Li 012; Kewei Sun; Jie Yang; Tiancheng Liu; Liangzhao Zeng (Sci. China Inf. Sci., 2013)

Dependability Analysis on Open Stack IaaS Cloud: Bug Anaysis and Fault Injection. - Xiaoyong Yuan; Ying Li 012; Zhonghai Wu; Tiancheng Liu (CloudCom, 2014)

Scheduling Cloud Platform Managed Live-Migration Operations to Minimize the Makespan. - Xiaoyong Yuan; Ying Li 012; Yanqi Wang; Kewei Sun (NPC, 2014)

A Competitive Penalty Model for Availability Based Cloud SLA. - Xiaoyong Yuan; Hongyan Tang; Ying Li 012; Tong Jia; Tiancheng Liu; Zhonghai Wu (CLOUD, 2015)

An Analysis on Availability Commitment and Penalty in Cloud SLA. - Xiaoyong Yuan; Ying Li 012; Tong Jia; Tiancheng Liu; Zhonghai Wu (COMPSAC, 2015)

Characterizing and Predicting Bug Assignment in OpenStack. - Tong Jia; Ying Li 012; Xiaoyong Yuan; Hongyan Tang; Zhonghai Wu (TSA, 2015)

An Approach to Pinpointing Bug-Induced Failure in Logs of Open Cloud Platforms. - Tong Jia; Ying Li 012; Hongyan Tang; Zhonghai Wu (CLOUD, 2016)

An Approach for Cross-Community Content Recommendation: A Case Study on Docker. - Yong Yang; Ying Li 012; Hongyan Tang; Tong Jia; Wenlong Shao (APWeb (2), 2016)

Can We Use Programmer's Knowledge? Fixing Parameter Configuration Errors in Hadoop through Analyzing Q&A Sites. - Tong Jia; Ying Li 012; Hongyan Tang; Zhonghai Wu (BigData Congress, 2016)

Hunting Killer Tasks for Cloud System through Behavior Pattern Learning. - Hongyan Tang; Ying Li 012; Tong Jia; Zhonghai Wu (DSN Workshops, 2016)

SLA-DO: A SLA-Based Data Distribution Strategy on Multiple Cloud Storage Systems. - Chang Guo; Ying Li 012; Zhonghai Wu (ICPADS, 2016)

CUT: A Combined Approach for Tag Recommendation in Software Information Sites. - Yong Yang; Ying Li 012; Yang Yue; Zhonghai Wu; Wenlong Shao (KSEM, 2016)

Hunting Killer Tasks for Cloud System through Machine Learning: A Google Cluster Case Study. - Hongyan Tang; Ying Li 012; Tong Jia; Zhonghai Wu (QRS, 2016)

Time Series Based Killer Task Online Recognition Service: A Google Cluster Case Study. - Hongyan Tang; Ying Li 012; Tong Jia; Xiaoyong Yuan; Zhonghai Wu (SOSE, 2016)

Evaluating Performance of Rescheduling Strategies in Cloud System. - Hongyan Tang; Ying Li 012; Tong Jia; Zhonghai Wu (Trustcom/BigDataSE/ISPA, 2016)

LogSed: Anomaly Diagnosis through Mining Time-Weighted Control Flow Graph in Logs. - Tong Jia; Lin Yang; Pengfei Chen 002; Ying Li 012; Fanjing Meng; Jingmin Xu (CLOUD, 2017)

Predicting Misconfiguration-Induced Unsuccessful Executions of Jobs in Big Data System. - Hongyan Tang; Ying Li 012; Long Wang 003; Jing Gu; Zhonghai Wu (COMPSAC (1), 2017)

Low Frequency Words Compression in Neural Conversation System. - Sixing Wu; Ying Li 012; Zhonghai Wu (ICONIP (2), 2017)

An Iterative Model for Predicting Film Attendance. - Yang Yue; Ying Li 012; Tong Jia; Zhonghai Wu (ICONIP (1), 2017)

An Approach for Anomaly Diagnosis Based on Hybrid Graph Model with Logs for Distributed Services. - Tong Jia; Pengfei Chen 002; Lin Yang; Ying Li 012; Fanjing Meng; Jingmin Xu (ICWS, 2017)

基于时间序列分析的杀手级任务在线识别方法 (Time Series Based Killer Task Online Recognition Approach). - Hongyan Tang; Ying Li 012; Tong Jia; Xiaoyong Yuan (计算机科学, 2017)

Synthetic Data Approach for Classification and Regression. - Yang Yue; Ying Li 012; Kexin Yi; Zhonghai Wu (ASAP, 2018)

HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation. - Sixing Wu; Dawei Zhang 003; Ying Li 012; Xing Xie 001; Zhonghai Wu (COLING, 2018)

DLCEncDec : A Fully Character-Level Encoder-Decoder Model for Neural Responding Conversation. - Sixing Wu; Ying Li 012; Xinyuan Zhang; Zhonghai Wu (COMPSAC (1), 2018)

Auto-Tuning Spark Configurations Based on Neural Network. - Jing Gu; Ying Li 012; Hongyan Tang; Zhonghai Wu (ICC, 2018)

Transparently Capturing Execution Path of Service/Job Request Processing. - Yong Yang; Long Wang 003; Jing Gu; Ying Li 012 (ICSOC, 2018)

GaiaGPU: Sharing GPUs in Container Clouds. - Jing Gu; Shengbo Song; Ying Li 012; Hanmei Luo (ISPA/IUCC/BDCloud/SocialCom/SustainCom, 2018)

KEREP: Experience in Extracting Knowledge on Distributed System Behavior through Request Execution Path. - Jing Gu; Long Wang 003; Yong Yang; Ying Li 012 (ISSRE Workshops, 2018)

Machine Deserves Better Logging: A Log Enhancement Approach for Automatic Fault Diagnosis. - Tong Jia; Ying Li 012; Chengbo Zhang; Wensheng Xia; Jie Jiang; Yuhong Liu (ISSRE Workshops, 2018)

Brief Announcement: Automatic Log Enhancement for Fault Diagnosis. - Tong Jia; Ying Li 012; Zhonghai Wu (PODC, 2018)

Enabling Human-Centric Smart Cities: Crowdsourcing-Based Practice in China. - Jiangtao Wang 001; Junfeng Zhao 001; Yong Zhang; Xin Peng 001; Ying Li 012; Yun Xie (Computer, 2018)

Analysis of Frequently Failing Tasks and Rescheduling Strategy in the Cloud System. - Hongyan Tang; Ying Li 012; Tong Jia; Xiaoyong Yuan; Zhonghai Wu (Int. J. Distributed Syst. Technol., 2018)

Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach. - Qiang Fu 006; Yong Luo 002; Yonggang Wen 001; Dacheng Tao; Ying Li 012; Ling-Yu Duan (IEEE Trans. Multim., 2018)

Lopper: An Efficient Method for Online Log Pattern Mining Based on Hybrid Clustering Tree. - Jiawei Liu; Zhirong Hou; Ying Li 012 (DEXA (1), 2019)

Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing. - Qiang Fu 006; Linsen Dong; Ziyuan Liu; Yong Luo 002; Yonggang Wen 001; Ying Li 012; Ling-Yu Duan (ICME, 2019)

BugIdentifier: An Approach to Identifying Bugs via Log Mining for Accelerating Bug Reporting Stage. - Wensheng Xia; Ying Li 012; Tong Jia; Zhonghai Wu (QRS, 2019)

Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness. - Sixing Wu; Ying Li 012; Dawei Zhang 003; Yang Zhou 001; Zhonghai Wu (ACL, 2020)

Automatically Generating Descriptive Texts in Logging Statements: How Far Are We? - Xiaotong Liu; Tong Jia; Ying Li 012; Hao Yu; Yang Yue; Chuanjia Hou (APLAS, 2020)

Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues. - Sixing Wu; Ying Li 012; Dawei Zhang 003; Zhonghai Wu (EMNLP (Findings), 2020)

TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact. - Sixing Wu; Ying Li 012; Dawei Zhang 003; Yang Zhou 001; Zhonghai Wu (IJCAI, 2020)

How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method. - Yong Yang; Yifan Wu 002; Karthik Pattabiraman; Long Wang 003; Ying Li 012 (ISSRE, 2020)

Transparently Capturing Request Execution Path for Anomaly Detection. - Yong Yang; Long Wang 003; Jing Gu; Ying Li 012 (CoRR, 2020)

More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge. - Sixing Wu; Ying Li 012; Minghui Wang; Dawei Zhang 003; Yang Zhou 001; Zhonghai Wu (EMNLP (1), 2021)

Temporal Link Prediction Via Reinforcement Learning. - Ye Tao 011; Ying Li 012; Zhonghai Wu (ICASSP, 2021)

Multi Path Training Framework for Data-Driven Open-Domain Conversation System. - Sixing Wu; Dawei Zhang 003; Ying Li 012; Zhonghai Wu (ICASSP, 2021)

Distilling the Documents for Relation Extraction by Topic Segmentation. - Minghui Wang; Ping Xue 015; Ying Li 012; Zhonghai Wu (ICDAR (1), 2021)

Revisiting Graph Neural Networks for Node Classification in Heterogeneous Graphs. - Ye Tao 011; Ying Li 012; Zhonghai Wu (ICME, 2021)

Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network. - Sixing Wu; Minghui Wang; Dawei Zhang 003; Yang Zhou 001; Ying Li 012; Zhonghai Wu (IJCAI, 2021)

Diagnosing Performance Issues in Microservices with Heterogeneous Data Source. - Chuanjia Hou; Tong Jia; Yifan Wu 002; Ying Li 012; Jing Han (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Mining Configuration Items From System Logs through Distant Supervision. - Qixun Zhang; Tong Jia; Wensheng Xia; Ying Li 012; Zhonghai Wu; Jing Han (ISPA/BDCloud/SocialCom/SustainCom, 2021)

LogFlash: Real-time Streaming Anomaly Detection and Diagnosis from System Logs for Large-scale Software Systems. - Tong Jia; Yifan Wu 002; Chuanjia Hou; Ying Li 012 (ISSRE, 2021)

ColocationSim: Simulate Colocation Datacenter with Microservices and Performance Interference. - Kangjin Wang; Ying Li 012 (ISSRE Workshops, 2021)

How Far Have We Come in Fault Tolerance for Distributed Graph Processing: A Quantitative Assessment of Fault Tolerance Effectiveness. - Chengbo Zhang; Ying Li 012; Yong Yang; Tong Jia; Zhirong Hou (ISSRE Workshops, 2021)

Mining Event Logic Graph from Open Q&A Site for Automated Program Repair. - Chuanjia Hou; Xiaotong Liu; Hao Yu; Tong Jia; Ying Li 012 (QRS Companion, 2021)

A Vertical Federated Learning Framework for Horizontally Partitioned Labels. - Wensheng Xia; Ying Li 012; Lan Zhang 005; Zhonghai Wu; Xiaoyong Yuan (CoRR, 2021)

KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding. - Sixing Wu; Ying Li 012; Dawei Zhang 003; Zhonghai Wu (ACL (Findings), 2022)

E3L: Experience Enhanced Entity Linking for Question Answering Over Knowledge Graphs. - Zhirong Hou; Meiling Wang; Min Li; Ying Li 012 (APWeb/WAIM (2), 2022)

Semorph: A Morphology Semantic Enhanced Pre-trained Model for Chinese Spam Text Detection. - Kaiting Lai; Yinong Long; Bowen Wu 001; Ying Li 012; Baoxun Wang (CIKM, 2022)

Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model. - Sixing Wu; Ying Li 012; Ping Xue 015; Dawei Zhang 003; Zhonghai Wu (COLING, 2022)

Cascade Vertical Federated Learning. - Wensheng Xia; Ying Li 012; Lan Zhang 005; Zhonghai Wu; Xiaoyong Yuan (ICME, 2022)

Characterizing Job Microarchitectural Profiles at Scale: Dataset and Analysis. - Kangjin Wang; Ying Li 012; Cheng Wang; Tong Jia; Kingsum Chow; Yang Wen; Yaoyong Dou; Guoyao Xu; Chuanjia Hou; Jie Yao; Liping Zhang (ICPP, 2022)

Automated Assertion Generation via Information Retrieval and Its Integration with Deep learning. - Hao Yu; Yiling Lou; Ke Sun 017; Dezhi Ran; Tao Xie 001; Dan Hao 001; Ying Li 012; Ge Li 001; Qianxiang Wang (ICSE, 2022)

Cache Antagonists Identification: A Practice from Alibaba Colocation Datacenter. - Kangjin Wang; Chuanjia Hou; Ying Li 012; Yaoyong Dou; Cheng Wang; Yang Wen; Jie Yao; Liping Zhang (ISSRE Workshops, 2022)

Augmenting Log-based Anomaly Detection Models to Reduce False Anomalies with Human Feedback. - Tong Jia; Ying Li 012; Yong Yang; Gang Huang 001; Zhonghai Wu (KDD, 2022)

Revisiting Attention-Based Graph Neural Networks for Graph Classification. - Ye Tao 011; Ying Li 012; Zhonghai Wu (PPSN (1), 2022)

SemiGraphFL: Semi-supervised Graph Federated Learning for Graph Classification. - Ye Tao 011; Ying Li 012; Zhonghai Wu (PPSN (1), 2022)

Tracing Processing of Service Requests in Cloud Environments. - Yinqin Zhao; Chang Liu; Tao Yu; Long Wang 003; Xuanqing Shi; Yong Yang; Ying Li 012; Zhengang Wang; Dongdong Shangguan (PRDC, 2022)

Improving the Applicability of Knowledge-Enhanced Dialogue Generation Systems by Using Heterogeneous Knowledge from Multiple Sources. - Sixing Wu; Minghui Wang; Ying Li 012; Dawei Zhang 003; Zhonghai Wu (WSDM, 2022)

Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network. - Ye Tao 011; Ying Li 012; Su Zhang; Zhirong Hou; Zhonghai Wu (WWW, 2022)

Probabilistic Hesitant Fuzzy Taxonomy Method Based on Best-Worst-Method (BWM) and Indifference Threshold-Based Attribute Ratio Analysis (ITARA) for Multi-attributes Decision-Making. - Peide Liu; Yifan Wu 002; Ying Li 012 (Int. J. Fuzzy Syst., 2022)

Iterative Compilation Optimization Based on Metric Learning and Collaborative Filtering. - Hongzhi Liu 001; Jie Luo; Ying Li 012; Zhonghai Wu (ACM Trans. Archit. Code Optim., 2022)

Generating Rational Commonsense Knowledge-Aware Dialogue Responses With Channel-Aware Knowledge Fusing Network. - Sixing Wu; Ying Li 012; Dawei Zhang 003; Zhonghai Wu (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Assessing and Improving an Evaluation Dataset for Detecting Semantic Code Clones via Deep Learning. - Hao Yu; Xing Hu 008; Ge Li 001; Ying Li 012; Qianxiang Wang; Tao Xie 001 (ACM Trans. Softw. Eng. Methodol., 2022)

Semi-attention Partition for Occluded Person Re-identification. - Mengxi Jia; Yifan Sun 003; Yunpeng Zhai; Xinhua Cheng; Yi Yang 001; Ying Li 012 (AAAI, 2023)

Fusing Global and Local Interests with Contrastive Learning in Session-Based Recommendation. - Su Zhang; Ye Tao 011; Ying Li 012; Zhonghai Wu (APWeb/WAIM (4), 2023)

Select, Extend, and Generate: Generative Knowledge Selection for Open-Domain Dialogue Response Generation. - Sixing Wu; Ping Xue 015; Ye Tao 011; Ying Li 012; Zhonghai Wu (DASFAA (3), 2023)

An Empirical Study on Change-induced Incidents of Online Service Systems. - Yifan Wu 002; Bingxu Chai; Ying Li 012; Bingchang Liu; Jianguo Li; Yong Yang; Wei Jiang 011 (ICSE-SEIP, 2023)

AcLog: An Approach to Detecting Anomalies from System Logs with Active Learning. - Chiming Duan; Tong Jia; Ying Li 012; Gang Huang 001 (ICWS, 2023)

AFALog: A General Augmentation Framework for Log-based Anomaly Detection with Active Learning. - Chiming Duan; Tong Jia; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2023)

Identifying Root-Cause Changes for User-Reported Incidents in Online Service Systems. - Yujin Zhao; Ling Jiang; Ye Tao 011; Songlin Zhang; Changlong Wu; Tong Jia; Xiaosong Huang; Ying Li 012; Zhonghai Wu (ISSRE, 2023)

How to Manage Change-Induced Incidents? Lessons from the Study of Incident Life Cycle. - Yujin Zhao; Ling Jiang; Ye Tao 011; Songlin Zhang; Changlong Wu; Yifan Wu 002; Tong Jia; Ying Li 012; Zhonghai Wu (ISSRE, 2023)

UDA-DP: Unsupervised Domain Adaptation for Software Defect Prediction. - Xiaosong Huang; Yifan Wu 002; Hongyi Liu; Ying Li 012; Hao Yu; Dadi Guo; Zhonghai Wu (SANER, 2023)

Tutorials at The Web Conference 2023. - Valeria Fionda; Olaf Hartig; Reyhaneh Abdolazimi; Sihem Amer-Yahia; Hongzhi Chen; Xiao Chen 016; Peng Cui 001; Jeffrey Dalton 001; Xin Luna Dong; Lisette Espín-Noboa; Wenqi Fan; Manuela Fritz; et al. (WWW (Companion Volume), 2023)

Capturing Request Execution Path for Understanding Service Behavior and Detecting Anomalies Without Code Instrumentation. - Yong Yang; Long Wang 003; Jing Gu; Ying Li 012 (IEEE Trans. Serv. Comput., 2023)

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study. - Lingzhe Zhang; Tong Jia; Kangjin Wang; Mengxi Jia; Yong Yang; Ying Li 012 (ESEM, 2024)

Commit Message Generation via ChatGPT: How Far Are We? - Yifan Wu 002; Ying Li 012; Siyu Yu (FORGE, 2024)

CoderEval: A Benchmark of Pragmatic Code Generation with Generative Pre-trained Models. - Hao Yu; Bo Shen; Dezhi Ran; Jiaxin Zhang 029; Qi Zhang 020; Yuchi Ma; Guangtai Liang; Ying Li 012; Qianxiang Wang; Tao Xie 001 (ICSE, 2024)

MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning. - Chenyangguang Zhang; Tong Jia; Guopeng Shen; Pinyan Zhu; Ying Li 012 (ICSE, 2024)

LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events. - Minghua He; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2024)

LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning. - Pei Xiao 007; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ISSRE, 2024)

Unlocking the Power of Numbers: Log Compression via Numeric Token Parsing. - Siyu Yu; Yifan Wu 002; Ying Li 012; Pinjia He (ASE, 2024)

Multivariate Log-based Anomaly Detection for Distributed Database. - Lingzhe Zhang; Tong Jia; Mengxi Jia; Ying Li 012; Yong Yang; Zhonghai Wu (KDD, 2024)

MMDL-Based Data Augmentation with Domain Knowledge for Time Series Classification. - Xiaosheng Li; Yifan Wu 002; Wei Jiang 011; Ying Li 012; Jianguo Li (ECML/PKDD (3), 2024)

OCRCL: Online Contrastive Learning for Root Cause Localization of Business Incidents. - Xiaosong Huang; Hongyi Liu; Yifan Wu 002; Yujin Zhao; Changlong Wu; Songlin Zhang; Ling Jiang; Tong Jia; Ying Li 012; Zhonghai Wu (SANER, 2024)

Understanding and Improving Change Risk Detection in Practice. - Yifan Wu 002; Yunpeng Wang; Jianguo Li; Ying Li 012; Bingxu Chai; Wei Jiang 011 (SANER, 2024)

Practical Bandits: An Industry Perspective. - Bram van den Akker; Olivier Jeunen; Ying Li 012; Ben London 001; Zahra Nazari; Devesh Parekh (WSDM, 2024)

LogPTR: Variable-Aware Log Parsing with Pointer Network. - Yifan Wu 002; Bingxu Chai; Siyu Yu; Ying Li 012; Pinjia He; Wei Jiang 011; Jianguo Li (CoRR, 2024)

Log Parsing with Self-Generated In-Context Learning and Self-Correction. - Yifan Wu 002; Siyu Yu; Ying Li 012 (CoRR, 2024)

A Survey of AIOps for Failure Management in the Era of Large Language Models. - Lingzhe Zhang; Tong Jia; Mengxi Jia; Yifan Wu 002; Aiwei Liu; Yong Yang; Zhonghai Wu; Xuming Hu; Philip S. Yu; Ying Li 012 (CoRR, 2024)

Reducing Events to Augment Log-based Anomaly Detection Models: An Empirical Study. - Lingzhe Zhang; Tong Jia; Kangjin Wang; Mengxi Jia; Yang Yong; Ying Li 012 (CoRR, 2024)

UAC-AD: Unsupervised Adversarial Contrastive Learning for Anomaly Detection on Multi-Modal Data in Microservice Systems. - Hongyi Liu; Xiaosong Huang; Mengxi Jia; Tong Jia; Jing Han; Zhonghai Wu; Ying Li 012 (IEEE Trans. Serv. Comput., 2024)

Hilogx: noise-aware log-based anomaly detection with human feedback. - Tong Jia; Ying Li 012; Yong Yang; Gang Huang 001 (VLDB J., 2024)

Cascade Vertical Federated Learning Towards Straggler Mitigation and Label Privacy Over Distributed Labels. - Wensheng Xia; Ying Li 012; Lan Zhang 005; Zhonghai Wu; Xiaoyong Yuan (IEEE Trans. Big Data, 2024)

RAIDEN Benchmark: Evaluating Role-playing Conversational Agents with Measurement-Driven Custom Dialogues. - Bowen Wu 001; Kaili Sun; Ziwei Bai; Ying Li 012; Baoxun Wang (COLING, 2025)

EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection. - Chiming Duan; Tong Jia; Yong Yang; Guiyang Liu; Jinbu Liu; Huxing Zhang; Qi Zhou; Ying Li 012; Gang Huang 001 (ICASSP, 2025)

ScalaLog: Scalable Log-Based Failure Diagnosis Using LLM. - Lingzhe Zhang; Tong Jia; Mengxi Jia; Yifan Wu 002; Hongyi Liu; Ying Li 012 (ICASSP, 2025)

Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning. - Minghua He; Tong Jia; Chiming Duan; Huaqian Cai; Ying Li 012; Gang Huang 001 (ICSE, 2025)

An Empirical Study on Commit Message Generation Using LLMs via In-Context Learning. - Yifan Wu 002; Yunpeng Wang; Ying Li 012; Wei Tao; Siyu Yu; Haowen Yang; Wei Jiang 011; Jianguo Li (ICSE, 2025)

IFKG: An Intelligent Fault Diagnosis Tool with Knowledge Graph and Generative LLM. - Xixuan Yang; Tong Jia; Ying Li 012; Gang Huang 001 (SANER, 2025)

CLSLog: Collaborating Large and Small Models for Log-based Anomaly Detection. - Pei Xiao 007; Tong Jia; Chiming Duan; Minghua He; Weijie Hong; Xixuan Yang; Yihan Wu; Ying Li 012; Gang Huang 001 (SIGSOFT FSE Companion, 2025)

Exploring Variable Potential for LLM-based Log Parsing Efficiency and Reduced Costs. - Jinrui Sun; Tong Jia; Minghua He; Yihan Wu; Ying Li 012; Gang Huang 001 (SIGSOFT FSE Companion, 2025)

AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents. - Lingzhe Zhang; Yunpeng Zhai; Tong Jia; Xiaosong Huang; Chiming Duan; Ying Li 012 (SIGSOFT FSE Companion, 2025)

From Few-Label to Zero-Label: An Approach for Cross-System Log-Based Anomaly Detection with Meta-Learning. - Xinlong Zhao; Tong Jia; Minghua He; Yihan Wu; Ying Li 012; Gang Huang 001 (SIGSOFT FSE Companion, 2025)

Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis. - Xixuan Yang; Xin Huang 006; Chiming Duan; Tong Jia; Shandong Dong; Ying Li 012; Gang Huang 001 (WWW (Companion Volume), 2025)

Towards Close-to-Zero Runtime Collection Overhead: Raft-Based Anomaly Diagnosis on System Faults for Distributed Storage System. - Lingzhe Zhang; Tong Jia; Mengxi Jia; Hongyi Liu; Yong Yang; Zhonghai Wu; Ying Li 012 (IEEE Trans. Serv. Comput., 2025)

DeCon: Detecting Incorrect Assertions via Postconditions Generated by a Large Language Model. - Hao Yu; Tianyu Chen; Jiaming Huang; Zongyang Li; Dezhi Ran; Xinyu Wang 006; Ying Li 012; Assaf Marron; David Harel; Yuan Xie; Tao Xie 001 (CoRR, 2025)

Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History. - Bowen Wu 001; Wenqing Wang; Haoran Li; Ying Li 012; Jingsong Yu; Baoxun Wang (CoRR, 2025)

Tracing Service Request Processing in Cloud. - Yinqin Zhao; Chang Liu; Tao Yu; Long Wang 003; Xuanqing Shi; Yong Yang; Ying Li 012; Zhengang Wang; Dongdong Shangguan (Softw. Test. Verification Reliab., 2025)

ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning. - Lingzhe Zhang; Yunpeng Zhai; Tong Jia; Chiming Duan; Siyu Yu; Jinyang Gao; Bolin Ding; Zhonghai Wu; Ying Li 012 (CoRR, 2025)

LogDB: Multivariate Log-based Failure Diagnosis for Distributed Databases (Extended from MultiLog). - Lingzhe Zhang; Tong Jia; Mengxi Jia; Ying Li 012 (CoRR, 2025)

RAIDEN-R1: Improving Role-awareness of LLMs via GRPO with Verifiable Reward. - Zongsheng Wang; Kaili Sun; Bowen Wu 001; Qun Yu; Ying Li 012; Baoxun Wang (CoRR, 2025)

Empowering LLMs in Task-Oriented Dialogues: A Domain-Independent Multi-Agent Framework and Fine-Tuning Strategy. - Zihao Feng; Xiaoxue Wang; Bowen Wu 001; Weihong Zhong; Zhen Xu 003; Hailong Cao; Tiejun Zhao; Ying Li 012; Baoxun Wang (CoRR, 2025)

A Survey of AIOps in the Era of Large Language Models. - Lingzhe Zhang; Tong Jia; Mengxi Jia; Yifan Wu 002; Aiwei Liu; Yong Yang; Zhonghai Wu; Xuming Hu; Philip S. Yu; Ying Li 012 (CoRR, 2025)

Wenwang: Toward Effectively Generating Code Beyond Standalone Functions via Generative Pre-trained Models. - Hao Yu; Bo Shen; Jiaxin Zhang 029; Shaoxin Lin; Lin Li; Guangtai Liang; Ying Li 012; Qianxiang Wang; Tao Xie 001 (ACM Trans. Softw. Eng. Methodol., 2025)