学科专业（学术型/专业型）：计算机应用技术/计算机技术
承担国家发改委人机物融合信息基础设施创新与实验平台智能运管创新平台研制建设，中国科学院“十四五”科教基础设施建设专项智能运管项目，国家自然科学基金青年科学基金项目，国家重点研发计划青年科学家项目多模态网络与通信实验验证和平台建设项目，中国科学院率先行动计划项目。在国内外顶级会议及期刊发表论文30余篇，Google Scholar总引用4100（截止2025年05月）。其中IEEE ISSRE 2023论文获得最佳论文奖，ACM RecSys 2019论文获得Best Paper Honorable Mention Award, INFOCOM 2017论文被MIT Technology Review 和Hacker News等科技媒体报道。
更及时论文发表信息请参考：裴昶华-中国科学院大学-UCAS
1. Quan Zhou, Changhua Pei, Fei Sun, Jianhui Li, Haiming Zhang, Gaogang Xie, Dan Pei, Zhengwei Gao, HanJing. KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks (ICML 2025)[PDF]
2. Haotian Si, Changhua Pei, Dan Pei, Gaogang Xie, Jianhui Li. CMoS: Rethinking Time Series Prediction Through the Lens of Chunk-wise Spatial Correlations (ICML 2025)[PDF]
3. Xinyi Zhang, Qianrui Qiu, Zhiyuan Xu, Peng He, Xilai Liu, Kavé Salamatian, Changhua Pei, Gaogang Xie. NPC: Rethinking Dataplane through Network-aware Packet Classification (SIGCOMM 2025)[PDF]
4. Yuhe Liu, Changhua Pei, Longlong Xu, Bohan Chen, Mingze Sun, Zhirui Zhang, Yongqian Sun, Shenglin Zhang, Kun Wang, Haiming Zhang, Jianhui Li, Gaogang Xie, Xidao Wen, Xiaohui Nie, Dan Pei. OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models. (FSE 2025)[PDF] [BENCHMARK]
5. Changhua Pei, Zexin Wang, Fengrui Liu, Zeyan Li, Yang Liu, Xiao He, Rong Kang, Tieying Zhang, Jianjun Chen, Jianhui Li, Gaogang Xie, Dan Pei. Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis. (WWW 2025)[PDF]
6. Zhaoyang Yu, Changhua Pei, Xin Wang, Minghua Ma, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei. Pre-trained KPI Anomaly Detection Model Based on Disentangled Transformer. 2024 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (SIGKDD 2024) [PDF] [CODES]
7. Zhenhe Yao, Changhua Pei, Wenxiao Chen, Hanzhang Wang, Liangfei Su, Huai Jiang, Zhe Xie, Xiaohui Nie, Dan Pei. Chain-of-Event: Interpretable Root Cause Analysis for Microservices through Automatically Learning Weighted Event Causal Graph. The 32nd ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. (ESEC/FSE 2024) [PDF] [CODES]
8. 裴丹，张圣林，孙永谦，裴昶华，大语言模型时代的智能运维，中兴通讯技术, 2024, 30(2): 56-62[PDF]
9. Zhaoyang Yu, Changhua Pei, Shenglin Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei. AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. The 33rd IEEE International Symposium on Software Reliability Engineering. (ISSRE 2023) [PDF] [CODES] [最佳论文奖]
10. Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang. BERT4Rec: Sequential recommendation with bidirectional encoder representations from transformer. Proceedings of the 28th ACM international conference on information and knowledge management (CIKM 2019) [PDF] [Top 3 most cited in CIKM History.]
11. Changhua Pei, Zhi Wang, Youjian Zhao, Zihan Wang, Yuan Meng, Dan Pei, Yuanquan Peng, Wenliang Tang, Xiaodong Qu. Why it takes so long to connect to a WiFi access point. IEEE INFOCOM 2017-IEEE Conference on Computer Communications. (INFOCOM 2017) [Reported by MIT Technology Review and Hacker News.]