學(xué)科專業(yè)（學(xué)術(shù)型/專業(yè)型）：計算機(jī)應(yīng)用技術(shù)/計算機(jī)技術(shù)
承擔(dān)國家發(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)平臺智能運(yùn)管創(chuàng)新平臺研制建設(shè)，中國科學(xué)院“十四五”科教基礎(chǔ)設(shè)施建設(shè)專項(xiàng)智能運(yùn)管項(xiàng)目，國家自然科學(xué)基金青年科學(xué)基金項(xiàng)目，國家重點(diǎn)研發(fā)計劃青年科學(xué)家項(xiàng)目多模態(tài)網(wǎng)絡(luò)與通信實(shí)驗(yàn)驗(yàn)證和平臺建設(shè)項(xiàng)目，中國科學(xué)院青年人才項(xiàng)目。在SIGCOMM，ICML,SIGKDD,WWW,FSE,INFOCOM等國內(nèi)外頂級會議及期刊發(fā)表論文40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，ACM RecSys 2019論文獲得Best Paper Honorable Mention Award, INFOCOM 2017論文被MIT Technology Review 和Hacker News等科技媒體報道, ACM CIKM 2019論文是CIKM歷史上被引用次數(shù)最多的三篇論文之一。
下述列表為部分論文，更及時論文發(fā)表信息請參考中國科學(xué)院大學(xué)主頁信息：裴昶華-中國科學(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)
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)
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)
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) [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)
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)
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)
8.?裴丹，張圣林，孫永謙，裴昶華，大語言模型時代的智能運(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) [最佳論文獎]
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.]