Reinforcement learning-based fault detection for self-triggered Boolean control networks.

Shenglin Zhang

Shenglin Zhang Yan Wang 0049 Xiang Liu 0019 Hao Ma Zhicheng Ji Reinforcement learning-based fault detection for self-triggered Boolean control networks. 2026 131790 315 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131790 db/journals/eswa/eswa315.html#ZhangWLMJ26 streams/journals/eswa

Yongming Yang Zhaoshuo Diao Ziliang Song Shenglin Zhang Tiancong Liu Chengdong Wu 0001 Weiliang Bai Hao Liu 0008 EISegNet: Enhancing Instrument Segmentation Network via Dual-View Disparity Estimation. 2026 March 2061-2072 30 IEEE J. Biomed. Health Informatics 3 https://doi.org/10.1109/JBHI.2025.3600291 db/journals/titb/titb30.html#YangDSZLWBL26 streams/journals/titb

Shenglin Zhang Sibo Xia Wenzhao Fan Binpeng Shi Xiao Xiong Zhenyu Zhong Minghua Ma Yongqian Sun Dan Pei Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis. 2:1-2:55 2026 January 35 ACM Trans. Softw. Eng. Methodol. 1 https://doi.org/10.1145/3715005 db/journals/tosem/tosem35.html#ZhangXFSXZMSP26 streams/journals/tosem

Zhenyu Zhong Ruowei Fu Minghua Ma Shenglin Zhang Yongqian Sun Chetan Bansal Dan Pei LLM-Enhanced Failure Localization in Microservices: Integrating Multi-Modal Data and Expert Interpretation. 2026 May - June 2275-2288 19 IEEE Trans. Serv. Comput. 3 https://doi.org/10.1109/TSC.2026.3676262 db/journals/tsc/tsc19.html#ZhongFMZSBP26 streams/journals/tsc

Yukang Feng Jianwen Sun Zelai Yang Jiaxin Ai Chuanhao Li 0001 Zizhen Li Fanrui Zhang Kang He Rui Ma Jifan Lin Jie Sun 0030 Yang Xiao Sizhuo Zhou Wenxiao Wu Yiming Liu Pengfei Liu 0003 Shenglin Zhang Kaipeng Zhang LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces. 29952-29963 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.1497/ conf/acl/2026f db/conf/acl/acl2026f.html#FengSYALLZHMLSX26

Weilin Jin Chenyu Zhao Zeshun Huang Chaoyun Zhang Qingwei Lin Chetan Bansal Saravan Rajmohan Shenglin Zhang Yongqian Sun Dan Pei Yifan Wu Tong Jia Ying Li Zhonghai Wu Minghua Ma A Benchmark for Language Models in Real-World System Building. 2026 January abs/2601.12927 CoRR https://doi.org/10.48550/arXiv.2601.12927 db/journals/corr/corr2601.html#abs-2601-12927 streams/journals/corr

Yukang Feng Jianwen Sun Zelai Yang Jiaxin Ai Chuanhao Li 0001 Zizhen Li Fanrui Zhang Kang He Rui Ma Jifan Lin Jie Sun 0030 Yang Xiao Sizhuo Zhou Wenxiao Wu Yiming Liu Pengfei Liu 0003 Yu Qiao 0001 Shenglin Zhang Kaipeng Zhang LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces. 2026 February abs/2602.14337 CoRR https://doi.org/10.48550/arXiv.2602.14337 db/journals/corr/corr2602.html#abs-2602-14337 streams/journals/corr

Yu Luo Rongchen Gao Lu Teng Xidao Wen Jiamin Jiang Qingliang Zhang Yongqian Sun Shenglin Zhang Jiasong Feng Tong Liu Wenjie Zhang Dan Pei Graph of States: Solving Abductive Tasks with Large Language Models. 2026 March abs/2603.21250 CoRR https://doi.org/10.48550/arXiv.2603.21250 db/journals/corr/corr2603.html#abs-2603-21250 streams/journals/corr

Runzhou Wang Shenglin Zhang Wenwei Gu Yongxin Zhao Chenyu Zhao Dan Pei Yuxuan Chen Yangyuxin Huang Which Types of Heterogeneity Matter for Root Cause Localization in Microservice Systems ? 2026 April abs/2604.26670 CoRR https://doi.org/10.48550/arXiv.2604.26670 db/journals/corr/corr2604.html#abs-2604-26670 streams/journals/corr

Chenyu Zhao Minghua Ma Shenglin Zhang Zeshun Huang Yongqian Sun Chetan Bansal Saravan Rajmohan Dan Pei EvidenT: An Evidence-Preserving Framework for Iterative System-Level Package Repair. 2026 May abs/2605.08621 CoRR https://doi.org/10.48550/arXiv.2605.08621 db/journals/corr/corr2605.html#abs-2605-08621 streams/journals/corr

Chenyu Zhao Shenglin Zhang Yihang Lin Wenwei Gu Zhimin Chen Yongqian Sun Dan Pei Chetan Bansal Saravan Rajmohan Minghua Ma Debugging the Debuggers: Failure-Anchored Structured Recovery for Software Engineering Agents. 2026 May abs/2605.08717 CoRR https://doi.org/10.48550/arXiv.2605.08717 db/journals/corr/corr2605.html#abs-2605-08717 streams/journals/corr

Yuanhong Cai Xiaohui Nie Kanglin Yin Changhua Pei Yongqian Sun Shenglin Zhang Haibin Liu Guiyang Liu Xidao Wen Fang Situ Dan Pei A Multi-Dataset Benchmark for Evaluating LLM Agents in Microservice Failure Diagnosis. 2026 June abs/2606.29193 CoRR https://doi.org/10.48550/arXiv.2606.29193 db/journals/corr/corr2606.html#abs-2606-29193 streams/journals/corr

Shenglin Zhang Yan Wang 0049 Xiang Liu 0019 Zhicheng Ji Disturbance-Induced Fault Detection of Boolean Control Networks. 2109-2114 2025 9 IEEE Control. Syst. Lett. https://doi.org/10.1109/LCSYS.2025.3597671 db/journals/csysl/csysl9.html#ZhangWLJ25 streams/journals/csysl

Tianyu Cui Shiyu Ma Ziang Chen Tong Xiao 0002 Chenyu Zhao Shimin Tao Yilun Liu 0001 Shenglin Zhang Duoming Lin Changchang Liu Yuzhe Cai Weibin Meng Yongqian Sun Dan Pei LogEval: A comprehensive benchmark suite for LLMs in log analysis. 173 2025 December 30 Empir. Softw. Eng. 6 https://doi.org/10.1007/s10664-025-10701-6 db/journals/ese/ese30.html#CuiMCXZTLZLLCMSP25 streams/journals/ese

Shenglin Zhang Ting Xu Jun Zhu Yongqian Sun Pengxiang Jin Binpeng Shi Dan Pei Privacy-preserving MTS anomaly detection for network devices through federated learning. 121590 2025 690 Inf. Sci. https://doi.org/10.1016/j.ins.2024.121590 db/journals/isci/isci690.html#ZhangXZSJSP25 streams/journals/isci

Shenglin Zhang Yan Wang 0049 Xiang Liu 0019 Zhicheng Ji Model-free guiding of Boolean control networks: Reinforcement learning and adversarial optimization. 122576 2025 721 Inf. Sci. https://doi.org/10.1016/j.ins.2025.122576 db/journals/isci/isci721.html#ZhangWLJ25 streams/journals/isci

Shenglin Zhang Yan Wang 0049 Xiang Liu 0019 Zhicheng Ji Fault maintenance based on boolean network control system. 1277 2025 December 19 Signal Image Video Process. 15 https://doi.org/10.1007/s11760-025-04869-z db/journals/sivp/sivp19.html#ZhangWLJ25 streams/journals/sivp

Shenglin Zhang Yan Wang 0049 Xiang Liu 0019 Zhicheng Ji Operation Analysis and Fault Path Recognition of Complex Industrial Systems Based on Boolean Networks. 16237-16249 2025 22 IEEE Trans Autom. Sci. Eng. https://doi.org/10.1109/TASE.2025.3574174 db/journals/tase/tase22.html#ZhangWLJ25 streams/journals/tase

Lei Tao Shenglin Zhang Junhua Kuang Xiaowei Guo Canqun Yang Real-Time Anomaly Detection for Large-Scale Network Devices. 1326-1337 2025 33 IEEE Trans. Netw. 3 https://doi.org/10.1109/TON.2025.3529861 db/journals/ton/ton33.html#TaoZKGY25

Yongqian Sun Zihan Lin Binpeng Shi Shenglin Zhang Shiyu Ma Pengxiang Jin Zhenyu Zhong Lemeng Pan Yicheng Guo Dan Pei Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder. 52:1-52:28 2025 February 34 ACM Trans. Softw. Eng. Methodol. 2 https://doi.org/10.1145/3695999 https://www.wikidata.org/entity/Q131013078 db/journals/tosem/tosem34.html#SunLSZMJZPGP25 streams/journals/tosem

Yongqian Sun Minghan Liang Shenglin Zhang Zeyu Che Zhiyao Luo Dongwen Li Yuzhi Zhang Dan Pei Lemeng Pan Liping Hou Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems. 89:1-89:25 2025 May 34 ACM Trans. Softw. Eng. Methodol. 4 https://doi.org/10.1145/3702984 https://www.wikidata.org/entity/Q131012893 db/journals/tosem/tosem34.html#SunLZCLLZPPH25 streams/journals/tosem

Yongqian Sun Shiyu Ma Tong Xiao 0002 Yongxin Zhao Xuhui Cai Wei Dong Yue Shen Yao Zhao 0003 Shenglin Zhang Jing Han Dan Pei Accurate and Interpretable Log-Based Fault Diagnosis Using Large Language Models. 2602-2615 2025 September - October 18 IEEE Trans. Serv. Comput. 5 https://doi.org/10.1109/TSC.2025.3599494 db/journals/tsc/tsc18.html#SunMXZCDSZZHP25 streams/journals/tsc

Yongqian Sun Minyi Shao Xiaohui Nie Kaiwen Yang Xingda Li Bowen Hao Shenglin Zhang Changhua Pei Dongbiao He Yanbiao Li 0001 Dan Pei A Comprehensive Benchmark and Empirical Study of Trace Anomaly Detection. 3364-3377 2025 November - December 18 IEEE Trans. Serv. Comput. 6 https://doi.org/10.1109/TSC.2025.3622122 db/journals/tsc/tsc18.html#SunSNYLHZPHLP25 streams/journals/tsc

Shenglin Zhang Jiacheng Zhang Guohua Liu Shiqi Chen Chenyu Zhao Minghua Ma Yutong Chen Yongqian Sun Dan Pei Bridging Edge and Cloud: A Knowledge-Enhanced Framework for Efficient Time Series Anomaly Detection. 3538-3551 2025 November - December 18 IEEE Trans. Serv. Comput. 6 https://doi.org/10.1109/TSC.2025.3610402 db/journals/tsc/tsc18.html#ZhangZLCZMCSP25 streams/journals/tsc

Sibo Xia Long Ma Junhua Kuang Shenglin Zhang Qitong Xie Yongqian Sun Forewarned is Forearmed: Joint Prediction and Classification of Optical Transceiver Failures in Large-Scale LLM Training Clusters. 241-243 2025 APNet https://doi.org/10.1145/3735358.3737815 conf/apnet/2025 db/conf/apnet/apnet2025.html#XiaMKZXS25 Shaoyu Hu Sibo Xia Yongqian Sun Xijie Pan Yuan Yuan 0034 Shenglin Zhang Lei Tao Yuqi Li Efficient and Accurate Anomaly Detection in HPC Systems via Coarse-Grained Clustering and Fine-Grained Model Sharing. 270-272 2025 APNet https://doi.org/10.1145/3735358.3737759 conf/apnet/2025 db/conf/apnet/apnet2025.html#HuXSP0ZTL25 Yuhe Ji Yilun Liu 0001 Feiyu Yao Minggui He Shimin Tao Xiaofeng Zhao Chang Su 0001 Xinhua Yang Weibin Meng Yuming Xie Boxing Chen Shenglin Zhang Yongqian Sun Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge. 1135-1144 2025 CIKM https://doi.org/10.1145/3746252.3761189 conf/cikm/2025 db/conf/cikm/cikm2025.html#Ji0YHTZ0YMXCZS25 Yicheng Sui Xiaotian Wang Tianyu Cui Tong Xiao 0002 Chenghao He Shenglin Zhang Yuzhi Zhang Xiao Yang Yongqian Sun Dan Pei Bridging the Gap: LLM-Powered Transfer Learning for Log Anomaly Detection in New Software Systems. 4414-4427 2025 ICDE https://doi.org/10.1109/ICDE65448.2025.00331 conf/icde/2025 db/conf/icde/icde2025.html#SuiWCXHZZYSP25 streams/conf/icde Yilun Liu 0001 Yuhe Ji Shimin Tao Minggui He Weibin Meng Shenglin Zhang Yongqian Sun Yuming Xie Boxing Chen Hao Yang 0006 LogLM: From Task-Based to Instruction-Based Automated Log Analysis. 401-412 2025 SEIP@ICSE https://doi.org/10.1109/ICSE-SEIP66354.2025.00041 conf/icse-seip/2025 db/conf/icse-seip/seip2025.html#LiuJTHMZSXCY25 streams/conf/icse-seip Mingming Zhang 0010 Jinfeng Guo Yiming Zhang 0009 Shenglin Zhang Baojun Liu 0002 Hanqing Zhao Xiang Li 0108 Haixin Duan Analyzing Compliance and Complications of Integrating Internationalized X.509 Certificates. 851-870 2025 IMC https://doi.org/10.1145/3730567.3764483 conf/imc/2025 db/conf/imc/imc2025.html#ZhangG0ZLZLD25 Shenglin Zhang Xiaoyu Feng Runzhou Wang Minghua Ma Wenwei Gu Yongqian Sun Zedong Jia Jinrui Sun Dan Pei Too Many Cooks: Assessing the Need for Multi-Source Data in Microservice Failure Diagnosis. 1-12 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00014 conf/issre/2025 db/conf/issre/issre2025.html#ZhangFWMGSJSP25 streams/conf/issre Yongqian Sun Qingliang Zhang Yu Luo Mingjie Li 0005 Shenglin Zhang Xiaolei Hua Renkai Yu Xinwen Fan Lin Zhu Junlan Feng Dan Pei Predicting the Impact of Parameter Adjustments on Cellular Networks. 33-38 2025 ISSREW https://doi.org/10.1109/ISSREW67781.2025.00042 conf/issre/2025w db/conf/issre/issre2025w.html#SunZLLZHYFZFP25 streams/conf/issre Tianyu Cui Ruowei Fu Changchang Liu Yuhe Ji Wenwei Gu Shenglin Zhang Yongqian Sun Dan Pei AetherLog: Log-based Root Cause Analysis by Integrating Large Language Models with Knowledge Graphs. 49-60 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00019 conf/issre/2025 db/conf/issre/issre2025.html#CuiFLJGZSP25 streams/conf/issre Shenglin Zhang Yingke Li Jianjin Tang Chenyu Zhao Wenwei Gu Yongqian Sun Dan Pei Integrating GraphSAGE and Mamba for Self-Supervised Spatio-Temporal Fault Detection in Microservice Systems. 323-334 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00041 conf/issre/2025 db/conf/issre/issre2025.html#ZhangLTZGSP25 streams/conf/issre Yongqian Sun Xijie Pan Xiao Xiong Lei Tao Jiaju Wang Shenglin Zhang Yuan Yuan 0034 Yuqi Li Kunlin Jian ClusterRCA: An End-to-End Approach for Network Fault Localization and Classification for HPC System. 347-358 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00043 conf/issre/2025 db/conf/issre/issre2025.html#SunPXTWZYLJ25 streams/conf/issre Haoran Yan Yinfang Chen Minghua Ma Ming Wen 0001 Shan Lu 0001 Shenglin Zhang Tianyin Xu Rujia Wang Chetan Bansal Saravan Rajmohan Qingwei Lin Chaoyun Zhang Dongmei Zhang 0001 An Empirical Study of Production Incidents in Generative AI Cloud Services. 359-370 2025 ISSRE https://doi.org/10.1109/ISSRE66568.2025.00044 conf/issre/2025 db/conf/issre/issre2025.html#YanCMWLZXWBRLZZ25 streams/conf/issre Zhaoyang Yu 0002 Aoyang Fang Minghua Ma Jaskaran Singh Walia Chaoyun Zhang Shu Chi Ze Li 0005 Murali Chintalapati Xuchao Zhang Rujia Wang Chetan Bansal Saravan Rajmohan Qingwei Lin Shenglin Zhang Dan Pei Pinjia He Triangle: Empowering Incident Triage with Multi-Agent. 674-686 2025 ASE https://doi.org/10.1109/ASE63991.2025.00062 conf/kbse/2025 db/conf/kbse/ase2025.html#YuFMWZCLCZWBRLZPH25 streams/conf/kbse Ruowei Fu Yang Zhang Zeyu Che Xin Wu Zhenyu Zhong Zhiqiang Ren Shenglin Zhang Feng Wang Yongqian Sun Xiaozhou Liu Kexin Liu Yu Zhang LLM-Powered Multi-Agent Collaboration for Intelligent Industrial On-Call Automation. 2222-2234 2025 ASE https://doi.org/10.1109/ASE63991.2025.00184 conf/kbse/2025 db/conf/kbse/ase2025.html#FuZCWZRZWSLLZ25 streams/conf/kbse Yongqian Sun Yu Luo Xidao Wen Yuan Yuan 0034 Xiaohui Nie Shenglin Zhang Tong Liu Xi Luo TrioXpert: An Automated Incident Management Framework for Microservice System. 3239-3250 2025 ASE https://doi.org/10.1109/ASE63991.2025.00267 conf/kbse/2025 db/conf/kbse/ase2025.html#SunLWYNZLL25 streams/conf/kbse Yongqian Sun Mengyao Li Xiao Xiong Lei Tao Yimin Zuo Wenwei Gu Shenglin Zhang Junhua Kuang Yu Luo Huandong Zhuang Bowen Deng Dan Pei Adaptive Performance Regression Detection Using A Semi-Supervised Siamese Network. 3498-3509 2025 ASE https://doi.org/10.1109/ASE63991.2025.00289 conf/kbse/2025 db/conf/kbse/ase2025.html#SunLXTZGZKLZDP25 streams/conf/kbse Binpeng Shi Yu Luo Jingya Wang Yongxin Zhao Shenglin Zhang Bowen Hao Chenyu Zhao Yongqian Sun Zhi Zhang Ronghua Sun Haihua Li Wei Song Xiaolong Chen Jingbo Miao Dan Pei FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution. 4839-4850 2025 KDD (2) https://doi.org/10.1145/3711896.3737221 conf/kdd/2025-2 db/conf/kdd/kdd2025-2.html#ShiLWZZHZSZSLSC25 Hao Guo Yongming Yang Shenglin Zhang Chongyang Wang Lei Sun Hao Liu 0008 A global perceptive inspection method for the digestive tract by multi-scale attention and regression enhancement. 1211-1216 2025 RCAR https://doi.org/10.1109/RCAR65431.2025.11139762 conf/rcar/2025 db/conf/rcar/rcar2025.html#GuoYZWSL25 streams/conf/rcar Yongqian Sun Jiaju Wang Zhengdan Li Xiaohui Nie Minghua Ma Shenglin Zhang Yuhe Ji Lu Zhang Wen Long Hengmao Chen Yongnan Luo Dan Pei AIOpsArena: Scenario-Oriented Evaluation and Leaderboard for AIOps Algorithms in Microservices. 809-813 2025 SANER https://doi.org/10.1109/SANER64311.2025.00082 conf/saner/2025 db/conf/saner/saner2025.html#SunWLNMZJZLCLP25 streams/conf/saner Sibo Xia Yongqian Sun Xijie Pan Yuan Yuan 0034 Shenglin Zhang Shaoyu Hu Lei Tao Yuqi Li Jinghua Feng Effective Node-Level Anomaly Detection in HPC Systems via Coarse-Grained Clustering and Fine-Grained Model Sharing. 1180-1194 2025 SC https://doi.org/10.1145/3712285.3759794 conf/sc/2025 db/conf/sc/sc2025.html#XiaSP0ZHTLF25 Yongqian Sun Bowen Hao Xiaotian Wang Chenyu Zhao Yongxin Zhao Binpeng Shi Shenglin Zhang Qiao Ge Wenhu Li Hua Wei Dan Pei LLM-Augmented Ticket Aggregation for Low-cost Mobile OS Defect Resolution. 215-226 2025 SIGSOFT FSE Companion https://doi.org/10.1145/3696630.3728547 conf/sigsoft/2025c db/conf/sigsoft/fse2025c.html#SunHWZZSZGLWP25 Yongqian Sun Tinghua Zheng Xidao Wen Weihua Kuang Heng Liu Shenglin Zhang Chao Shen Bo Wu Dan Pei A Multimodal Intelligent Change Assessment Framework for Microservice Systems Based on Large Language Models. 378-388 2025 SIGSOFT FSE Companion https://doi.org/10.1145/3696630.3728561 conf/sigsoft/2025c db/conf/sigsoft/fse2025c.html#SunZWKLZSWP25 Yuhe Liu Changhua Pei Longlong Xu Bohan Chen Mingze Sun Zhirui Zhang Yongqian Sun Shenglin Zhang Kun Wang Haiming Zhang 0002 Jianhui Li Gaogang Xie Xidao Wen Xiaohui Nie Minghua Ma Dan Pei OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models' Capability in IT Operations Domain. 503-513 2025 SIGSOFT FSE Companion https://doi.org/10.1145/3696630.3728572 conf/sigsoft/2025c db/conf/sigsoft/fse2025c.html#LiuPXCSZSZW0LXW25 Minghua Ma Jackson Clark Shenglin Zhang AIOpsLab in Action: An Open Platform for AIOps Research. 1223-1227 2025 SIGSOFT FSE Companion https://doi.org/10.1145/3696630.3728619 conf/sigsoft/2025c db/conf/sigsoft/fse2025c.html#MaCZ25

Jianwen Sun Yukang Feng Chuanhao Li 0001 Fanrui Zhang Zizhen Li Jiaxin Ai Sizhuo Zhou Yu Dai Shenglin Zhang Kaipeng Zhang ARMOR v0.1: Empowering Autoregressive Multimodal Understanding Model with Interleaved Multimodal Generation via Asymmetric Synergy. 2025 March abs/2503.06542 CoRR https://doi.org/10.48550/arXiv.2503.06542 db/journals/corr/corr2503.html#abs-2503-06542 streams/journals/corr

Haoran Yan Yinfang Chen Minghua Ma Ming Wen 0001 Shan Lu 0001 Shenglin Zhang Tianyin Xu Rujia Wang Chetan Bansal Saravan Rajmohan Chaoyun Zhang Dongmei Zhang 0001 An Empirical Study of Production Incidents in Generative AI Cloud Services. 2025 April abs/2504.08865 CoRR https://doi.org/10.48550/arXiv.2504.08865 db/journals/corr/corr2504.html#abs-2504-08865 streams/journals/corr

Yukang Feng Jianwen Sun Chuanhao Li 0001 Zizhen Li Jiaxin Ai Fanrui Zhang Yifan Chang Shaohua Kevin Zhou Shenglin Zhang Yu Dai Kaipeng Zhang A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation. 2025 June abs/2506.09427 CoRR https://doi.org/10.48550/arXiv.2506.09427 db/journals/corr/corr2506.html#abs-2506-09427 streams/journals/corr

Yongqian Sun Yu Luo Xidao Wen Yuan Yuan 0034 Xiaohui Nie Shenglin Zhang Tong Liu Xi Luo TrioXpert: An automated incident management framework for microservice system. 2025 June abs/2506.10043 CoRR https://doi.org/10.48550/arXiv.2506.10043 db/journals/corr/corr2506.html#abs-2506-10043 streams/journals/corr

Yongqian Sun Xijie Pan Xiao Xiong Lei Tao Jiaju Wang Shenglin Zhang Yuan Yuan 0034 Yuqi Li Kunlin Jian ClusterRCA: Network Failure Diagnosis in HPC Systems Using Multimodal Data. 2025 June abs/2506.20673 CoRR https://doi.org/10.48550/arXiv.2506.20673 db/journals/corr/corr2506.html#abs-2506-20673 streams/journals/corr

Yongqian Sun Weihua Kuang Chao Shen Xidao Wen Tinghua Zheng Heng Liu Shenglin Zhang Bo Wu Dan Pei Enhancing Interpretability in Software Change Management with Chain-of-Thought Reasoning. 2025 July abs/2507.09315 CoRR https://doi.org/10.48550/arXiv.2507.09315 db/journals/corr/corr2507.html#abs-2507-09315 streams/journals/corr

Song Xu Yilun Liu 0001 Minggui He Mingchen Dai Ziang Chen Chunguang Zhao Jingzhou Du Shimin Tao Weibin Meng Shenglin Zhang Yongqian Sun Boxing Chen Daimeng Wei RationAnomaly: Log Anomaly Detection with Rationality via Chain-of-Thought and Reinforcement Learning. 2025 September abs/2509.14693 CoRR https://doi.org/10.48550/arXiv.2509.14693 db/journals/corr/corr2509.html#abs-2509-14693 streams/journals/corr

Yilun Liu 0001 Ziang Chen Song Xu Minggui He Shimin Tao Weibin Meng Yuming Xie Tao Han Chunguang Zhao Jingzhou Du Daimeng Wei Shenglin Zhang Yongqian Sun R-Log: Incentivizing Log Analysis Capability in LLMs via Reasoning-based Reinforcement Learning. 2025 September abs/2509.25987 CoRR https://doi.org/10.48550/arXiv.2509.25987 db/journals/corr/corr2509.html#abs-2509-25987 streams/journals/corr

Yu Luo Jiamin Jiang Jingfei Feng Lei Tao Qingliang Zhang Xidao Wen Yongqian Sun Shenglin Zhang Jielong Huang Nan Qi Dan Pei From Observability Data to Diagnosis: An Evolving Multi-agent System for Incident Management in Cloud Systems. 2025 October abs/2510.24145 CoRR https://doi.org/10.48550/arXiv.2510.24145 db/journals/corr/corr2510.html#abs-2510-24145 streams/journals/corr

Chenyu Zhao Shenglin Zhang Zeshun Huang Weilin Jin Yongqian Sun Dan Pei Chaoyun Zhang Qingwei Lin Chetan Bansal Saravan Rajmohan Minghua Ma Can Language Models Go Beyond Coding? Assessing the Capability of Language Models to Build Real-World Systems. 2025 November abs/2511.00780 CoRR https://doi.org/10.48550/arXiv.2511.00780 db/journals/corr/corr2511.html#abs-2511-00780 streams/journals/corr

Yongxin Zhao Shenglin Zhang Yujia Wu Yuxin Sun Yongqian Sun Dan Pei Chetan Bansal Minghua Ma Triage in Software Engineering: A Systematic Review of Research and Practice. 2025 November abs/2511.08607 CoRR https://doi.org/10.48550/arXiv.2511.08607 db/journals/corr/corr2511.html#abs-2511-08607 streams/journals/corr

Shenglin Zhang Ziang Chen Zijing Que Yilun Liu 0001 Yongqian Sun Sicheng Wei Dan Pei Hailin Li LogPurge: Log Data Purification for Anomaly Detection via Rule-Enhanced Filtering. 2025 November abs/2511.14062 CoRR https://doi.org/10.48550/arXiv.2511.14062 db/journals/corr/corr2511.html#abs-2511-14062 streams/journals/corr

Hao Liu 0008 Shenglin Zhang Yongming Yang Lei Sun Zhan Song Shun Xu A Robust Pose Optimization Scheme With Spatial Geometry Awareness for Hybrid Bronchoscopic Navigation. 1-10 2024 73 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2024.3376689 db/journals/tim/tim73.html#LiuZYSSX24

Lei Tao Xianglin Lu Shenglin Zhang Jiaqi Luan Yingke Li Mingjie Li 0005 Zeyan Li Qingyang Yu Hucheng Xie Ruijie Xu Chenyuan Hu Canqun Yang Dan Pei Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph. 2223-2235 2024 September - October 17 IEEE Trans. Serv. Comput. 5 https://doi.org/10.1109/TSC.2024.3402172 db/journals/tsc/tsc17.html#TaoLZLLLLYXXHYP24 streams/journals/tsc

Shenglin Zhang Yongxin Zhao Sibo Xia Shirui Wei Yongqian Sun Chenyu Zhao Shiyu Ma Junhua Kuang Bolin Zhu Lemeng Pan Yicheng Guo Dan Pei No More Data Silos: Unified Microservice Failure Diagnosis With Temporal Knowledge Graph. 4013-4026 2024 November - December 17 IEEE Trans. Serv. Comput. 6 https://doi.org/10.1109/TSC.2024.3489444 db/journals/tsc/tsc17.html#ZhangZXWSZMKZPGP24 streams/journals/tsc

Daguo Cheng Lin He 0004 Chentian Wei Qilei Yin Boran Jin Zhaoan Wang Xiaoteng Pan Sixu Zhou Ying Liu 0024 Shenglin Zhang Fuchao Tan Wenmao Liu Luori: Active Probing and Evaluation of Internet-Wide IPv6 Fully Responsive Prefixes. 1-12 2024 ICNP https://doi.org/10.1109/ICNP61940.2024.10858548 conf/icnp/2024 db/conf/icnp/icnp2024.html#ChengHWYJWPZLZT24 Shenglin Zhang Xiao Xiong Mengyao Li Yongqian Sun Yongxin Zhao Xia Chen Bowen Deng Dan Pei Auto-PIP: Real-time Identification of Critical Performance Inflection Points in Software Stress Testing. 25-30 2024 ISSRE (Workshops) https://doi.org/10.1109/ISSREW63542.2024.00042 conf/issre/2024w db/conf/issre/issre2024w.html#ZhangXLSZCDP24 Haotian Si Jianhui Li Changhua Pei Hang Cui 0004 Jingwen Yang Yongqian Sun Shenglin Zhang Jingjing Li Haiming Zhang 0002 Jing Han Dan Pei Gaogang Xie TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models. 61-72 2024 ISSRE https://doi.org/10.1109/ISSRE62328.2024.00017 conf/issre/2024 db/conf/issre/issre2024.html#SiLPCYSZLZHPX24 Shenglin Zhang Pengtian Zhu Minghua Ma Jiagang Wang Yongqian Sun Dongwen Li Jingyu Wang Qianying Guo Xiaolei Hua Lin Zhu Dan Pei Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models. 61-66 2024 ISSRE (Workshops) https://doi.org/10.1109/ISSREW63542.2024.00048 conf/issre/2024w db/conf/issre/issre2024w.html#ZhangZMWSLWGHZP24 Yongqian Sun Yang Guo Minghan Liang Xidao Wen Junhua Kuang Shenglin Zhang Hongbo Li Kaixu Xia Dan Pei Multivariate Time Series Anomaly Detection based on Pre-trained Models with Dual-Attention Mechanism. 73-78 2024 ISSRE (Workshops) https://doi.org/10.1109/ISSREW63542.2024.00050 conf/issre/2024w db/conf/issre/issre2024w.html#SunGLWKZLXP24 Shenglin Zhang Zeyu Che Zhongjie Pan Xiaohui Nie Yongqian Sun Lemeng Pan Dan Pei LabelEase: A Semi-Automatic Tool for Efficient and Accurate Trace Labeling in Microservices. 238-247 2024 ISSRE https://doi.org/10.1109/ISSRE62328.2024.00032 conf/issre/2024 db/conf/issre/issre2024.html#ZhangCPNSPP24 Lei Tao Shenglin Zhang Zedong Jia Jinrui Sun Minghua Ma Zhengdan Li Yongqian Sun Canqun Yang Yuzhi Zhang Dan Pei Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization. 1107-1119 2024 ASE https://doi.org/10.1145/3691620.3695489 conf/kbse/2024 db/conf/kbse/ase2024.html#TaoZJSMLSYZP24 Yongqian Sun Binpeng Shi Mingyu Mao Minghua Ma Sibo Xia Shenglin Zhang Dan Pei ART: A Unified Unsupervised Framework for Incident Management in Microservice Systems. 1183-1194 2024 ASE https://doi.org/10.1145/3691620.3695495 conf/kbse/2024 db/conf/kbse/ase2024.html#SunSMMXZP24 Shenglin Zhang Yuhe Ji Jiaqi Luan Xiaohui Nie Ziang Chen Minghua Ma Yongqian Sun Dan Pei End-to-End AutoML for Unsupervised Log Anomaly Detection. 1680-1692 2024 ASE https://doi.org/10.1145/3691620.3695535 https://www.wikidata.org/entity/Q131127263 conf/kbse/2024 db/conf/kbse/ase2024.html#ZhangJLNCMSP24 Zhe Xie Shenglin Zhang Yitong Geng Yao Zhang 0009 Minghua Ma Xiaohui Nie Zhenhe Yao Longlong Xu Yongqian Sun Wentao Li Dan Pei Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space. 6049-6060 2024 KDD https://doi.org/10.1145/3637528.3671530 https://www.wikidata.org/entity/Q130940170 conf/kdd/2024 db/conf/kdd/kdd2024.html#XieZGZMNYXSLP24 Shenglin Zhang Jun Zhu Bowen Hao Yongqian Sun Xiaohui Nie Jingwen Zhu Xilin Liu 0001 Xiaoqian Li Yuchi Ma Dan Pei Fault Diagnosis for Test Alarms in Microservices through Multi-source Data. 2024 SIGSOFT FSE Companion https://doi.org/10.1145/3663529.3663833 https://www.wikidata.org/entity/Q131011427 conf/sigsoft/2024c db/conf/sigsoft/fse2024c.html#ZhangZHSNZLLMP24 115-125 Shenglin Zhang Yongxin Zhao Xiao Xiong Yongqian Sun Xiaohui Nie Jiacheng Zhang Fenglai Wang Xian Zheng Yuzhi Zhang Dan Pei Illuminating the Gray Zone: Non-intrusive Gray Failure Localization in Server Operating Systems. 2024 SIGSOFT FSE Companion https://doi.org/10.1145/3663529.3663834 https://www.wikidata.org/entity/Q131011477 conf/sigsoft/2024c db/conf/sigsoft/fse2024c.html#ZhangZXSNZWZZP24 126-137 Zhaoyang Yu 0002 Shenglin Zhang Mingze Sun Yingke Li Yankai Zhao Xiaolei Hua Lin Zhu Xidao Wen Dan Pei Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. 2859-2869 2024 WWW https://doi.org/10.1145/3589334.3645392 https://www.wikidata.org/entity/Q130813992 conf/www/2024 db/conf/www/www2024.html#YuZSLZHZWP24

Haotian Si Changhua Pei Hang Cui 0004 Jingwen Yang Yongqian Sun Shenglin Zhang Jingjing Li Haiming Zhang 0002 Jing Han Dan Pei Jianhui Li Gaogang Xie TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models. 2024 abs/2402.10802 CoRR https://doi.org/10.48550/arXiv.2402.10802 db/journals/corr/corr2402.html#abs-2402-10802

Shenglin Zhang Sibo Xia Wenzhao Fan Binpeng Shi Xiao Xiong Zhenyu Zhong Minghua Ma Yongqian Sun Dan Pei Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis. 2024 abs/2407.01710 CoRR https://doi.org/10.48550/arXiv.2407.01710 db/journals/corr/corr2407.html#abs-2407-01710 streams/journals/corr

Tianyu Cui Shiyu Ma Ziang Chen Tong Xiao 0002 Shimin Tao Yilun Liu 0001 Shenglin Zhang Duoming Lin Changchang Liu Yuzhe Cai Weibin Meng Yongqian Sun Dan Pei LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis. 2024 abs/2407.01896 CoRR https://doi.org/10.48550/arXiv.2407.01896 db/journals/corr/corr2407.html#abs-2407-01896 streams/journals/corr

Yongqian Sun Jiaju Wang Zhengdan Li Xiaohui Nie Minghua Ma Shenglin Zhang Yuhe Ji Lu Zhang Wen Long Hengmao Chen Yongnan Luo Dan Pei A Scenario-Oriented Benchmark for Assessing AIOps Algorithms in Microservice Management. 2024 abs/2407.14532 CoRR https://doi.org/10.48550/arXiv.2407.14532 db/journals/corr/corr2407.html#abs-2407-14532 streams/journals/corr

Shenglin Zhang Pengtian Zhu Minghua Ma Jiagang Wang Yongqian Sun Dongwen Li Jingyu Wang Qianying Guo Xiaolei Hua Lin Zhu Dan Pei Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models. 2024 abs/2408.12247 CoRR https://doi.org/10.48550/arXiv.2408.12247 db/journals/corr/corr2408.html#abs-2408-12247 streams/journals/corr

Yilun Liu 0001 Yuhe Ji Shimin Tao Minggui He Weibin Meng Shenglin Zhang Yongqian Sun Yuming Xie Boxing Chen Hao Yang 0006 LogLM: From Task-based to Instruction-based Automated Log Analysis. 2024 abs/2410.09352 CoRR https://doi.org/10.48550/arXiv.2410.09352 db/journals/corr/corr2410.html#abs-2410-09352 streams/journals/corr

Yongqian Sun Daguo Cheng Tiankai Yang 0001 Yuhe Ji Shenglin Zhang Man Zhu Xiao Xiong Qiliang Fan Minghan Liang Dan Pei Tianchi Ma Yu Chen Efficient and Robust KPI Outlier Detection for Large-Scale Datacenters. 2858-2871 2023 October 72 IEEE Trans. Computers 10 https://doi.org/10.1109/TC.2023.3272288 db/journals/tc/tc72.html#SunCYJZZXFLPMC23

Weibin Meng Federico Zaiter Yuzhe Zhang Ying Liu 0024 Shenglin Zhang Shimin Tao Yichen Zhu 0001 Tao Han Yongpeng Zhao En Wang Yuzhi Zhang Dan Pei LogSummary: Unstructured Log Summarization for Software Systems. 3803-3815 2023 September 20 IEEE Trans. Netw. Serv. Manag. 3 https://doi.org/10.1109/TNSM.2023.3236994 db/journals/tnsm/tnsm20.html#MengZZLZTZHZWZP23

Yongqian Sun Daguo Cheng Pengxiang Jin Quan Ding Shenglin Zhang Xu Chen 0054 Yuzhi Zhang Minghan Liang Dan Pei Jianyan Zheng Sen Luo Xinyu Tang Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services. 1387-1401 2023 March - April 16 IEEE Trans. Serv. Comput. 2 https://doi.org/10.1109/TSC.2022.3155500 db/journals/tsc/tsc16.html#SunCJDZCZLPZLT23

Yicheng Sui Yuzhe Zhang Jianjun Sun Ting Xu Shenglin Zhang Zhengdan Li Yongqian Sun Fangrui Guo Junyu Shen Yuzhi Zhang Dan Pei Xiao Yang Li Yu LogKG: Log Failure Diagnosis Through Knowledge Graph. 3493-3507 2023 September - October 16 IEEE Trans. Serv. Comput. 5 https://doi.org/10.1109/TSC.2023.3293890 db/journals/tsc/tsc16.html#SuiZSXZLSGSZPYY23

Shenglin Zhang Pengxiang Jin Zihan Lin Yongqian Sun Bicheng Zhang Sibo Xia Zhengdan Li Zhenyu Zhong Minghua Ma Wa Jin Dai Zhang Zhenyu Zhu Dan Pei Robust Failure Diagnosis of Microservice System Through Multimodal Data. 3851-3864 2023 November - December 16 IEEE Trans. Serv. Comput. 6 https://doi.org/10.1109/TSC.2023.3290018 db/journals/tsc/tsc16.html#ZhangJLSZXLZMJZZP23

Yongqian Sun Minghan Liang Zeyu Che Dongwen Li Tinghua Zheng Shenglin Zhang Pengtian Zhu Yuzhi Zhang Dan Pei Efficient Multivariate Time Series Anomaly Detection Through Transfer Learning for Large-Scale Web Services. 145-151 2023 ICWS https://doi.org/10.1109/ICWS60048.2023.00033 conf/icws/2023 db/conf/icws/icws2023.html#SunLCLZZZZP23 Zhaoyang Yu 0002 Changhua Pei Shenglin Zhang Xidao Wen Jianhui Li Gaogang Xie Dan Pei AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. 13-23 2023 ISSRE https://doi.org/10.1109/ISSRE59848.2023.00063 conf/issre/2023 db/conf/issre/issre2023.html#YuPZWLXP23 Dongwen Li Shenglin Zhang Yongqian Sun Yang Guo Zeyu Che Shiqi Chen Zhenyu Zhong Minghan Liang Minyi Shao Mingjie Li 0005 Shuyang Liu Yuzhi Zhang Dan Pei An Empirical Analysis of Anomaly Detection Methods for Multivariate Time Series. 57-68 2023 ISSRE https://doi.org/10.1109/ISSRE59848.2023.00014 conf/issre/2023 db/conf/issre/issre2023.html#LiZSGCCZLSLLZP23 Shenglin Zhang Zhongjie Pan Heng Liu Pengxiang Jin Yongqian Sun Qianyu Ouyang Jiaju Wang Xueying Jia Yuzhi Zhang Hui Yang Yongqiang Zou Dan Pei Efficient and Robust Trace Anomaly Detection for Large-Scale Microservice Systems. 69-79 2023 ISSRE https://doi.org/10.1109/ISSRE59848.2023.00012 conf/issre/2023 db/conf/issre/issre2023.html#ZhangPLJSOWJZYZP23 Chenyu Zhao Minghua Ma Zhenyu Zhong Shenglin Zhang Zhiyuan Tan 0005 Xiao Xiong LuLu Yu Jiayi Feng Yongqian Sun Yuzhi Zhang Dan Pei Qingwei Lin Dongmei Zhang 0001 Robust Multimodal Failure Detection for Microservice Systems. 5639-5649 2023 KDD https://doi.org/10.1145/3580305.3599902 https://www.wikidata.org/entity/Q130935461 conf/kdd/2023 db/conf/kdd/kdd2023.html#ZhaoMZZ0XYFSZPL23 Pengxiang Jin Shenglin Zhang Minghua Ma Haozhe Li Yu Kang 0006 Liqun Li Yudong Liu Bo Qiao 0001 Chaoyun Zhang Pu Zhao 0004 Shilin He Federica Sarro Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 0001 Assess and Summarize: Improve Outage Understanding with Large Language Models. 1657-1668 2023 ESEC/SIGSOFT FSE https://doi.org/10.1145/3611643.3613891 https://www.wikidata.org/entity/Q130933302 conf/sigsoft/2023 db/conf/sigsoft/fse2023.html#JinZML0LL0Z0HSD23 Qingyang Yu Changhua Pei Bowen Hao Mingjie Li 0005 Zeyan Li Shenglin Zhang Xianglin Lu Rui Wang Jiaqi Li 0021 Zhenyu Wu Dan Pei CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data. 2937-2947 2023 WWW https://doi.org/10.1145/3543507.3583302 https://www.wikidata.org/entity/Q130941289 conf/www/2023 db/conf/www/www2023.html#YuPH0LZLWLWP23

Shenglin Zhang Pengxiang Jin Zihan Lin Yongqian Sun Bicheng Zhang Sibo Xia Zhengdan Li Zhenyu Zhong Minghua Ma Wa Jin Dai Zhang Zhenyu Zhu Dan Pei Robust Failure Diagnosis of Microservice System through Multimodal Data. 2023 abs/2302.10512 CoRR https://doi.org/10.48550/arXiv.2302.10512 db/journals/corr/corr2302.html#abs-2302-10512

Pengxiang Jin Shenglin Zhang Minghua Ma Haozhe Li Yu Kang 0006 Liqun Li Yudong Liu Bo Qiao 0001 Chaoyun Zhang Pu Zhao 0004 Shilin He Federica Sarro Yingnong Dang Saravan Rajmohan Qingwei Lin Dongmei Zhang 0001 Assess and Summarize: Improve Outage Understanding with Large Language Models. 2023 abs/2305.18084 CoRR https://doi.org/10.48550/arXiv.2305.18084 db/journals/corr/corr2305.html#abs-2305-18084

Chenyu Zhao Minghua Ma Zhenyu Zhong Shenglin Zhang Zhiyuan Tan 0005 Xiao Xiong LuLu Yu Jiayi Feng Yongqian Sun Yuzhi Zhang Dan Pei Qingwei Lin Dongmei Zhang 0001 Robust Multimodal Failure Detection for Microservice Systems. 2023 abs/2305.18985 CoRR https://doi.org/10.48550/arXiv.2305.18985 db/journals/corr/corr2305.html#abs-2305-18985

Zhenyu Zhong Qiliang Fan Jiacheng Zhang Minghua Ma Shenglin Zhang Yongqian Sun Qingwei Lin Yuzhi Zhang Dan Pei A Survey of Time Series Anomaly Detection Methods in the AIOps Domain. 2023 abs/2308.00393 CoRR https://doi.org/10.48550/arXiv.2308.00393 db/journals/corr/corr2308.html#abs-2308-00393

Yuhe Liu Changhua Pei Longlong Xu Bohan Chen Mingze Sun Zhirui Zhang Yongqian Sun Shenglin Zhang Kun Wang Haiming Zhang 0002 Jianhui Li Gaogang Xie Xidao Wen Xiaohui Nie Dan Pei OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models. 2023 abs/2310.07637 CoRR https://doi.org/10.48550/arXiv.2310.07637 db/journals/corr/corr2310.html#abs-2310-07637

Shenglin Zhang Zhenyu Zhong Dongwen Li Qiliang Fan Yongqian Sun Man Zhu Yuzhi Zhang Dan Pei Jiyan Sun Yinlong Liu Hui Yang Yongqiang Zou Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services. 2440-2455 2022 40 IEEE J. Sel. Areas Commun. 8 https://doi.org/10.1109/JSAC.2022.3180785 https://www.wikidata.org/entity/Q113435990 db/journals/jsac/jsac40.html#ZhangZLFSZZPSLY22

Yongqian Sun Kunlin Jian Liyue Cui Guifei Jiang Shenglin Zhang Yuzhi Zhang Dan Pei Online malicious domain name detection with partial labels for large-scale dependable systems. 111322 2022 190 J. Syst. Softw. https://doi.org/10.1016/j.jss.2022.111322 https://www.wikidata.org/entity/Q113869751 db/journals/jss/jss190.html#SunJCJZZP22

Ya Su Youjian Zhao Ming Sun Shenglin Zhang Xidao Wen Yongsu Zhang Xian Liu Xiaozhou Liu Junliang Tang Wenfei Wu Dan Pei Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN. 892-905 2022 71 IEEE Trans. Computers 4 https://doi.org/10.1109/TC.2021.3065073 db/journals/tc/tc71.html#SuZSZWZLLTWP22

Xianglin Lu Zhe Xie Zeyan Li Mingjie Li 0005 Xiaohui Nie Nengwen Zhao Qingyang Yu Shenglin Zhang Kaixin Sui Lin Zhu Dan Pei Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database Systems. 655-664 2022 CCGRID https://doi.org/10.1109/CCGrid54584.2022.00075 conf/ccgrid/2022 db/conf/ccgrid/ccgrid2022.html#LuXL0NZYZSZP22 Yiran Cheng Bo Cheng Pengxiang Jin Yongqian Sun Xiaohui Nie Nengwen Zhao Shenglin Zhang Dan Pei Effective Attribute Selection for Multi-dimensional Root Cause Analysis. 321-331 2022 ISSRE https://doi.org/10.1109/ISSRE55969.2022.00039 conf/issre/2022 db/conf/issre/issre2022.html#ChengCJSNZZP22 Xuanrun Wang Kanglin Yin Qianyu Ouyang Xidao Wen Shenglin Zhang Wenchi Zhang Li Cao Jiuxue Han Xing Jin Dan Pei Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data. 366-377 2022 ISSRE https://doi.org/10.1109/ISSRE55969.2022.00043 conf/issre/2022 db/conf/issre/issre2022.html#WangYOWZZCHJP22 Meng Liu Tao Yu Shenglin Zhang Yumei Liu Zhuo Yang Hao Liu 0008 Force feedback soft endoscope intervention mechanism and its performance evaluation in digestive tract phantom. 2165-2170 2022 ROBIO https://doi.org/10.1109/ROBIO55434.2022.10011918 conf/robio/2022 db/conf/robio/robio2022.html#LiuYZLYL22 Shenglin Zhang Dongwen Li Zhenyu Zhong Jun Zhu Minghan Liang Jiexi Luo Yongqian Sun Ya Su Sibo Xia Zhongyou Hu Yuzhi Zhang Dan Pei Jiyan Sun Yinlong Liu Robust System Instance Clustering for Large-Scale Web Services. 1785-1796 2022 WWW https://doi.org/10.1145/3485447.3511983 https://www.wikidata.org/entity/Q130836748 conf/www/2022 db/conf/www/www2022.html#ZhangLZZLLSSXHZ22

Xiaolei Hua Lin Zhu Shenglin Zhang Zeyan Li Su Wang Dong Zhou Shuo Wang Chao Deng GenAD: General Representations of Multivariate Time Seriesfor Anomaly Detection. 2022 abs/2202.04250 CoRR https://arxiv.org/abs/2202.04250 db/journals/corr/corr2202.html#abs-2202-04250

Zeyan Li Nengwen Zhao Shenglin Zhang Yongqian Sun Pengfei Chen Xidao Wen Minghua Ma Dan Pei Constructing Large-Scale Real-World Benchmark Datasets for AIOps. 2022 abs/2208.03938 CoRR https://doi.org/10.48550/arXiv.2208.03938 db/journals/corr/corr2208.html#abs-2208-03938

Weibin Meng Ying Liu 0024 Shenglin Zhang Federico Zaiter Yuzhe Zhang Yuheng Huang Zhaoyang Yu 0002 Yuzhi Zhang Lei Song Ming Zhang Dan Pei LogClass: Anomalous Log Identification and Classification With Partial Labels. 1870-1884 2021 18 IEEE Trans. Netw. Serv. Manag. 2 https://doi.org/10.1109/TNSM.2021.3055425 db/journals/tnsm/tnsm18.html#MengLZZZHYZSZP21

Ming Sun Ya Su Shenglin Zhang Yuanpu Cao Yuqing Liu Dan Pei Wenfei Wu Yongsu Zhang Xiaozhou Liu Junliang Tang CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer. 1-10 2021 INFOCOM https://doi.org/10.1109/INFOCOM42981.2021.9488755 conf/infocom/2021 db/conf/infocom/infocom2021.html#SunSZCLPWZLT21 Shenglin Zhang Chenyu Zhao Yicheng Sui Ya Su Yongqian Sun Yuzhi Zhang Dan Pei Yizhe Wang Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels. 103-114 2021 ISSRE https://doi.org/10.1109/ISSRE52982.2021.00023 conf/issre/2021 db/conf/issre/issre2021.html#ZhangZSSSZPW21 Minghua Ma Shenglin Zhang Junjie Chen 0003 Jim Xu Haozhe Li Yongliang Lin Xiaohui Nie Bo Zhou Yong Wang Dan Pei Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. 413-426 2021 USENIX ATC https://www.usenix.org/conference/atc21/presentation/ma conf/usenix/2021 db/conf/usenix/usenix2021.html#MaZ0XLLNZWP21

Yichen Zhu 0001 Weibin Meng Ying Liu 0024 Shenglin Zhang Tao Han Shimin Tao Dan Pei UniLog: Deploy One Model and Specialize it for All Log Analysis Tasks. 2021 abs/2112.03159 CoRR https://arxiv.org/abs/2112.03159 db/journals/corr/corr2112.html#abs-2112-03159

Shenglin Zhang Lei Song Ming Zhang Ying Liu 0024 Weibin Meng Jiahao Bu Sen Yang 0001 Yongqian Sun Dan Pei Jun Xu 0014 Yuzhi Zhang Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks. 30245-30261 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2972691 db/journals/access/access8.html#ZhangSZLMBYSPXZ20

Minghua Ma Zheng Yin Shenglin Zhang Sheng Wang 0011 Christopher Zheng Xinhao Jiang Hanwen Hu Cheng Luo Yilin Li Nengjun Qiu Feifei Li 0001 Changcheng Chen Dan Pei Diagnosing Root Causes of Intermittent Slow Queries in Large-Scale Cloud Databases. 1176-1189 2020 13 Proc. VLDB Endow. 8 http://www.vldb.org/pvldb/vol13/p1176-ma.pdf https://doi.org/10.14778/3389133.3389136 db/journals/pvldb/pvldb13.html#MaYZWZJHLLQLCP20

Weibin Meng Ying Liu 0024 Yuheng Huang Shenglin Zhang Federico Zaiter Bingjin Chen Dan Pei A Semantic-aware Representation Framework for Online Log Analysis. 1-7 2020 ICCCN https://doi.org/10.1109/ICCCN49398.2020.9209707 conf/icccn/2020 db/conf/icccn/icccn2020.html#Meng0HZZCP20 Weibin Meng Ying Liu 0024 Federico Zaiter Shenglin Zhang Yihao Chen Yuzhe Zhang Yichen Zhu 0001 En Wang Ruizhi Zhang Shimin Tao Dian Yang Rong Zhou Dan Pei LogParse: Making Log Parsing Adaptive through Word Classification. 1-9 2020 ICCCN https://doi.org/10.1109/ICCCN49398.2020.9209681 conf/icccn/2020 db/conf/icccn/icccn2020.html#Meng0ZZCZZWZTYZ20 Ping Liu Shenglin Zhang Yongqian Sun Yuan Meng 0002 Jiahai Yang Dan Pei FluxInfer: Automatic Diagnosis of Performance Anomaly for Online Database System. 1-8 2020 IPCCC https://doi.org/10.1109/IPCCC50635.2020.9391550 conf/ipccc/2020 db/conf/ipccc/ipccc2020.html#LiuZSMYP20 Rui Chen Shenglin Zhang Dongwen Li Yuzhe Zhang Fangrui Guo Weibin Meng Dan Pei Yuzhi Zhang Xu Chen 0054 Yuqing Liu LogTransfer: Cross-System Log Anomaly Detection for Software Systems with Transfer Learning. 37-47 2020 ISSRE https://doi.org/10.1109/ISSRE5003.2020.00013 conf/issre/2020 db/conf/issre/issre2020.html#ChenZLZGMPZCL20 Ping Liu Haowen Xu Qianyu Ouyang Rui Jiao Zhekang Chen Shenglin Zhang Jiahai Yang Linlin Mo Jice Zeng Wenman Xue Dan Pei Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks. 48-58 2020 ISSRE https://doi.org/10.1109/ISSRE5003.2020.00014 conf/issre/2020 db/conf/issre/issre2020.html#LiuXOJCZYMZXP20 Yuan Meng 0002 Shenglin Zhang Yongqian Sun Ruru Zhang Zhilong Hu Yiyin Zhang Chenyang Jia Zhaogang Wang Dan Pei Localizing Failure Root Causes in a Microservice through Causality Inference. 1-10 2020 IWQoS https://doi.org/10.1109/IWQoS49365.2020.9213058 conf/iwqos/2020 db/conf/iwqos/iwqos2020.html#MengZSZHZJWP20

Weibin Meng Federico Zaiter Yuheng Huang Ying Liu 0024 Shenglin Zhang Yuzhe Zhang Yichen Zhu 0001 Tianke Zhang En Wang Zuomin Ren Feng Wang Shimin Tao Dan Pei Summarizing Unstructured Logs in Online Services. 2020 abs/2012.08938 CoRR https://arxiv.org/abs/2012.08938 db/journals/corr/corr2012.html#abs-2012-08938

Yuan Meng 0002 Shenglin Zhang Zijie Ye Benliang Wang Zhi Wang Yongqian Sun Qitong Liu Shuai Yang Dan Pei Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild. 1870-1875 2019 ICME https://doi.org/10.1109/ICME.2019.00321 conf/icmcs/2019 db/conf/icmcs/icme2019.html#MengZYWWSLYP19 Weibin Meng Ying Liu 0024 Yichen Zhu 0001 Shenglin Zhang Dan Pei Yuqing Liu Yihao Chen Ruizhi Zhang Shimin Tao Pei Sun Rong Zhou LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/658 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#MengLZZPLCZTSZ19 4739-4745 Ping Liu Yu Chen Xiaohui Nie Jing Zhu 0007 Shenglin Zhang Kaixin Sui Ming Zhang Dan Pei FluxRank: A Widely-Deployable Framework to Automatically Localizing Root Cause Machines for Software Service Failure Mitigation. 35-46 2019 ISSRE https://doi.org/10.1109/ISSRE.2019.00014 conf/issre/2019 db/conf/issre/issre2019.html#LiuCNZZSZP19

Yongqian Sun Youjian Zhao Ya Su Dapeng Liu Xiaohui Nie Yuan Meng 0002 Shiwen Cheng Dan Pei Shenglin Zhang Xianping Qu Xuanyou Guo HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes. 10909-10923 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2804764 db/journals/access/access6.html#SunZSLNMCPZQG18

Shenglin Zhang Ying Liu 0024 Weibin Meng Zhiling Luo Jiahao Bu Sen Yang 0001 Peixian Liang Dan Pei Jun Xu 0014 Yuzhi Zhang Yu Chen Hui Dong Xianping Qu Lei Song PreFix: Switch Failure Prediction in Datacenter Networks. 2:1-2:29 2018 2 Proc. ACM Meas. Anal. Comput. Syst. 1 https://doi.org/10.1145/3179405 https://www.wikidata.org/entity/Q131014724 db/journals/pomacs/pomacs2.html#ZhangLMLBYLPXZC18

Shenglin Zhang Ying Liu 0024 Dan Pei Yu Chen Xianping Qu Shimin Tao Zhi Zang Xiaowei Jing Mei Feng FUNNEL: Assessing Software Changes in Web-Based Services. 34-48 2018 11 IEEE Trans. Serv. Comput. 1 https://doi.org/10.1109/TSC.2016.2539945 http://doi.ieeecomputersociety.org/10.1109/TSC.2016.2539945 db/journals/tsc/tsc11.html#ZhangLPCQTZJF18

Jiahao Bu Ying Liu 0024 Shenglin Zhang Weibin Meng Qitong Liu Xiaotian Zhu Dan Pei Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams. 1-8 2018 IPCCC https://doi.org/10.1109/PCCC.2018.8711315 conf/ipccc/2018 db/conf/ipccc/ipccc2018.html#BuLZMLZP18 Minghua Ma Shenglin Zhang Dan Pei Xin Huang Hongwei Dai Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection. 13-24 2018 ISSRE https://doi.org/10.1109/ISSRE.2018.00013 https://doi.ieeecomputersociety.org/10.1109/ISSRE.2018.00013 conf/issre/2018 db/conf/issre/issre2018.html#MaZPHD18 Weibin Meng Ying Liu 0024 Shenglin Zhang Dan Pei Hui Dong Lei Song Xulong Luo Device-Agnostic Log Anomaly Classification with Partial Labels. 1-6 2018 IWQoS https://doi.org/10.1109/IWQoS.2018.8624141 conf/iwqos/2018 db/conf/iwqos/iwqos2018.html#MengLZPDSL18 Shenglin Zhang Ying Liu 0024 Weibin Meng Zhiling Luo Jiahao Bu Sen Yang 0001 Peixian Liang Dan Pei Jun Xu 0014 Yuzhi Zhang Yu Chen Hui Dong Xianping Qu Lei Song PreFix: Switch Failure Prediction in Datacenter Networks. 64-66 2018 SIGMETRICS (Abstracts) https://doi.org/10.1145/3219617.3219643 https://doi.org/10.1145/3292040.3219643 https://www.wikidata.org/entity/Q131015574 conf/sigmetrics/2018 db/conf/sigmetrics/sigmetrics2018.html#ZhangLMLBYLPXZC18 Shenglin Zhang Weibin Meng Jiahao Bu Sen Yang 0001 Ying Liu 0024 Dan Pei Jun Xu 0014 Yu Chen Hui Dong Xianping Qu Lei Song Syslog processing for switch failure diagnosis and prediction in datacenter networks. 1-10 2017 IWQoS https://doi.org/10.1109/IWQoS.2017.7969130 conf/iwqos/2017 db/conf/iwqos/iwqos2017.html#ZhangMBYLPXCDQS17

Ying Liu 0024 Shenglin Zhang Hongying Liu A bottleneck-free model for P4P. 1-15 2015 58 Sci. China Inf. Sci. 10 https://doi.org/10.1007/s11432-014-5268-4 db/journals/chinaf/chinaf58.html#LiuZL15

Ying Liu 0024 Gang Ren 0003 Jianping Wu Shenglin Zhang Lin He 0004 Yihao Jia Building an IPv6 address generation and traceback system with NIDTGA in Address Driven Network. 1-14 2015 58 Sci. China Inf. Sci. 12 https://doi.org/10.1007/s11432-015-5461-0 db/journals/chinaf/chinaf58.html#LiuRWZHJ15

Shenglin Zhang Ying Liu 0024 Dan Pei Yu Chen Xianping Qu Shimin Tao Zhi Zang Rapid and robust impact assessment of software changes in large internet-based services. 2:1-2:13 2015 CoNEXT https://doi.org/10.1145/2716281.2836087 https://www.wikidata.org/entity/Q131015565 conf/conext/2015 db/conf/conext/conext2015.html#ZhangLPCQTZ15 Hui Su Tong Li 0014 Ke Xu 0002 Shenglin Zhang Xiaoliang Wang 0004 TSP: A traffic sharing platform for mobile networks. 67-68 2015 IWQoS https://doi.org/10.1109/IWQoS.2015.7404709 conf/iwqos/2015 db/conf/iwqos/iwqos2015.html#SuLXZW15 Shenglin Zhang Ying Liu 0024 Dan Pei A measurement study on BGP AS path looping (BAPL) behavior. 1-7 2014 ICCCN https://doi.org/10.1109/ICCCN.2014.6911734 conf/icccn/2014 db/conf/icccn/icccn2014.html#ZhangLP14 Ying Liu 0024 Shenglin Zhang Hongying Liu An Improved Cooperative Model of P2P and ISP. 85-96 2013 ICoC https://doi.org/10.1007/978-3-642-53959-6_9 conf/icoc/2013 db/conf/icoc/icoc2013.html#LiuZL13 Tetsuro Kakeshita Shenglin Zhang The Net Disk Architecture for Dynamic Load Balancing among Disk Arrays. 315-322 2000 conf/icpads/2000 ICPADS https://doi.org/10.1109/ICPADS.2000.857713 https://doi.ieeecomputersociety.org/10.1109/ICPADS.2000.857713 db/conf/icpads/icpads2000.html#KakeshitaZ00 Jiaxin Ai Weiliang Bai Chetan Bansal Jiahao Bu Xuhui Cai Yuanhong Cai Yuzhe Cai Li Cao Yuanpu Cao Yifan Chang Zeyu Che Bingjin Chen Bohan Chen Boxing Chen Changcheng Chen Hengmao Chen Junjie Chen 0003 Pengfei Chen Rui Chen Shiqi Chen Xia Chen Xiaolong Chen Xu Chen 0054 Yihao Chen Yinfang Chen Yu Chen Yutong Chen Yuxuan Chen Zhekang Chen Zhimin Chen Ziang Chen Bo Cheng Daguo Cheng Shiwen Cheng Yiran Cheng Shu Chi Murali Chintalapati Jackson Clark Hang Cui 0004 Liyue Cui Tianyu Cui Hongwei Dai Mingchen Dai Yu Dai Yingnong Dang Bowen Deng Chao Deng Zhaoshuo Diao Quan Ding Hui Dong Wei Dong Jingzhou Du Hai-Xin DuanHaixin Duan Qiliang Fan Wenzhao Fan Xinwen Fan Aoyang Fang Jiasong Feng Jiayi Feng Jingfei Feng Jinghua Feng Junlan Feng Mei Feng Xiaoyu Feng Yukang Feng Ruowei Fu Rongchen Gao Qiao Ge Yitong Geng Wenwei Gu Fangrui Guo Hao Guo Jinfeng Guo Qianying Guo Xiaowei Guo Xuanyou Guo Yang Guo Yicheng Guo Jing Han Jiuxue Han Tao Han Bowen Hao Chenghao He Dongbiao He Kang He Lin He 0004 Minggui He Pinjia He Shilin He Liping Hou Chenyuan Hu Hanwen Hu Shaoyu Hu Zhilong Hu Zhongyou Hu Xiaolei Hua Jielong Huang Xin Huang Yangyuxin Huang Yuheng Huang Zeshun Huang Yuhe Ji Zhicheng Ji Chenyang Jia Tong Jia Xueying Jia Yihao Jia Zedong Jia Kunlin Jian Guifei Jiang Jiamin Jiang Xinhao Jiang Rui Jiao Boran Jin Pengxiang Jin Wa Jin Weilin Jin Xing Jin Xiaowei Jing Tetsuro Kakeshita Yu Kang 0006 Junhua Kuang Weihua Kuang Chuanhao Li 0001 Dongwen Li Feifei Li 0001 Haihua Li Hailin Li Haozhe Li Hongbo Li Jianhui Li Jiaqi Li 0021 Jingjing Li Liqun Li Mengyao Li Mingjie Li 0005 Tong Li 0014 Wenhu Li Wentao Li Xiang Li 0108 Xiaoqian Li Xingda Li Yanbiao Li 0001 Yilin Li Ying Li Yingke Li Yuqi Li Ze Li 0005 Zeyan Li Zhengdan Li Zizhen Li Minghan Liang Peixian Liang Duoming Lin Jifan Lin Qingwei Lin Yihang Lin Yongliang Lin Zihan Lin Baojun Liu 0002 Changchang Liu Dapeng Liu Guiyang Liu Guohua Liu Haibin Liu Hao Liu 0008 Heng Liu Hongying Liu Kexin Liu Meng Liu Pengfei Liu 0003 Ping Liu Qitong Liu Shuyang Liu Tiancong Liu Tong Liu Wenmao Liu Xian Liu Xiang Liu 0019 Xiaozhou Liu Xilin Liu 0001 Yilun Liu 0001 Yiming Liu Ying Liu 0024 Yinlong Liu Yudong Liu Yuhe Liu Yumei Liu Yuqing Liu Wen Long Shan Lu 0001 Xianglin Lu Jiaqi Luan Cheng Luo Jiexi Luo Sen Luo Xi Luo Xulong Luo Yongnan Luo Yu Luo Zhiling Luo Zhiyao Luo Hao Ma Long Ma Minghua Ma Rui Ma Shiyu Ma Tianchi Ma Yuchi Ma Mingyu Mao Weibin Meng Yuan Meng 0002 Jingbo Miao Linlin Mo Xiaohui Nie Qianyu Ouyang Lemeng Pan Xiaoteng Pan Xijie Pan Zhongjie Pan Changhua Pei Dan Pei Nan Qi Bo Qiao 0001 Yu Qiao 0001 Nengjun Qiu Xianping Qu Zijing Que Saravan Rajmohan Gang Ren 0003 Zhiqiang Ren Zuomin Ren Federica Sarro Minyi Shao Chao Shen Junyu Shen Yue Shen Binpeng Shi Haotian Si Fang Situ Lei Song Wei Song Zhan Song Ziliang Song Chang Su 0001 Hui Su Ya Su Kaixin Sui Yicheng Sui Jianjun Sun Jianwen Sun Jie Sun 0030 Jinrui Sun Jiyan Sun Lei Sun Ming Sun Mingze Sun Pei Sun Ronghua Sun Yongqian Sun Yuxin Sun Fuchao Tan Zhiyuan Tan 0005 Jianjin Tang Junliang Tang Xinyu Tang Lei Tao Shimin Tao Lu Teng Jaskaran Singh Walia Benliang Wang Chongyang Wang En Wang Feng Wang Fenglai Wang Jiagang Wang Jiaju Wang Jingya Wang Jingyu Wang Kun Wang Rui Wang Rujia Wang Runzhou Wang Sheng Wang 0011 Shuo Wang Su Wang Xiaoliang Wang 0004 Xiaotian Wang Xuanrun Wang Yan Wang 0049 Yizhe Wang Yong Wang Zhaoan Wang Zhaogang Wang Zhi Wang Chentian Wei Daimeng Wei Hua Wei Shirui Wei Sicheng Wei Ming Wen 0001 Xidao Wen Bo Wu Chengdong Wu 0001 Jianping Wu Wenfei Wu Wenxiao Wu Xin Wu Yifan Wu Yujia Wu Zhenyu Wu Zhonghai Wu Kaixu Xia Sibo Xia Tong Xiao 0002 Yang Xiao Gaogang Xie Hucheng Xie Qitong Xie Yuming Xie Zhe Xie Xiao Xiong Haowen Xu Jim Xu Jun (Jim) XuJun Xu 0014 Ke Xu 0002 Longlong Xu Ruijie Xu Shun Xu Song Xu Tianyin Xu Ting Xu Wenman Xue Haoran Yan Canqun Yang Dian Yang Hao Yang 0006 Hui Yang Jiahai Yang Jingwen Yang Kaiwen Yang Sen Yang 0001 Shuai Yang Tiankai Yang 0001 Xiao Yang Xinhua Yang Yongming Yang Zelai Yang Zhuo Yang Feiyu Yao Zhenhe Yao Zijie Ye Kanglin Yin Qilei Yin Zheng Yin Li Yu LuLu Yu Qingyang Yu Renkai Yu Tao Yu Zhaoyang Yu 0002 Yuan Yuan 0034 Federico Zaiter Zhi Zang Jice Zeng Bicheng Zhang Chaoyun Zhang Dai Zhang Dongmei Zhang 0001 Fanrui Zhang Haiming Zhang 0002 Jiacheng Zhang Kaipeng Zhang Lu Zhang Ming Zhang Mingming Zhang 0010 Qingliang Zhang Ruizhi Zhang Ruru Zhang Tianke Zhang Wenchi Zhang Wenjie Zhang Xuchao Zhang Yang Zhang Yao Zhang 0009 Yiming Zhang 0009 Yiyin Zhang Yongsu Zhang Yu Zhang Yuzhe Zhang Yuzhi Zhang Zhi Zhang Zhirui Zhang Chenyu Zhao Chunguang Zhao Hanqing Zhao Nengwen Zhao Pu Zhao 0004 Xiaofeng Zhao Yankai Zhao Yao Zhao 0003 Yongpeng Zhao Yongxin Zhao Youjian Zhao Christopher Zheng Jianyan Zheng Tinghua Zheng Xian Zheng Zhenyu Zhong Bo Zhou Dong Zhou Rong Zhou Shaohua Kevin Zhou Sixu Zhou Sizhuo Zhou Bolin Zhu Jing Zhu 0007 Jingwen Zhu Jun Zhu Lin Zhu Man Zhu Pengtian Zhu Xiaotian Zhu Yichen Zhu 0001 Zhenyu Zhu Huandong Zhuang Yongqiang Zou Yimin Zuo