學(xué)科專(zhuān)業(yè)（學(xué)術(shù)型/專(zhuān)業(yè)型）：計(jì)算機(jī)應(yīng)用技術(shù)/計(jì)算機(jī)技術(shù)
承擔(dān)國(guó)家發(fā)改委人機(jī)物融合信息基礎(chǔ)設(shè)施創(chuàng)新與實(shí)驗(yàn)平臺(tái)智能運(yùn)管創(chuàng)新平臺(tái)研制建設(shè)，中國(guó)科學(xué)院“十四五”科教基礎(chǔ)設(shè)施建設(shè)專(zhuān)項(xiàng)智能運(yùn)管項(xiàng)目，國(guó)家自然科學(xué)基金青年科學(xué)基金項(xiàng)目，國(guó)家重點(diǎn)研發(fā)計(jì)劃青年科學(xué)家項(xiàng)目多模態(tài)網(wǎng)絡(luò)與通信實(shí)驗(yàn)驗(yàn)證和平臺(tái)建設(shè)項(xiàng)目，中國(guó)科學(xué)院率先行動(dòng)計(jì)劃項(xiàng)目。在國(guó)內(nèi)外頂級(jí)會(huì)議及期刊發(fā)表論文30余篇，Google Scholar總引用4100（截止2025年05月）。其中IEEE ISSRE 2023論文獲得最佳論文獎(jiǎng)，ACM RecSys 2019論文獲得Best Paper Honorable Mention Award, INFOCOM 2017論文被MIT Technology Review 和Hacker News等科技媒體報(bào)道。
更及時(shí)論文發(fā)表信息請(qǐng)參考：裴昶華-中國(guó)科學(xué)院大學(xué)-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，張圣林，孫永謙，裴昶華，大語(yǔ)言模型時(shí)代的智能運(yùn)維，中興通訊技術(shù), 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] [最佳論文獎(jiǎng)]
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.]