Chaoyun Zhang

3.9k citations

40 papers · 2.2k · 3 hit papers · h-index 16

Impact in

Computer Networks and Communications top 1%
- Network Security and Intrusion Detection
- IoT and Edge/Fog Computing
- Software-Defined Networks and 5G
Artificial Intelligence top 2%
- Anomaly Detection Techniques and Applications
- Internet Traffic Analysis and Secure E-voting

Papers in

Computer Networks and Communications 16
- Network Security and Intrusion Detection 7
- Software System Performance and Reliability 6
Artificial Intelligence 16
- Anomaly Detection Techniques and Applications 4

Co-authors: Paul Patras (11 shared papers)Hamed Haddadi (1 shared paper)Charles Sutton (1 shared paper)Mingjun Zhong (1 shared paper)Nigel Goddard (1 shared paper)Xavier Costa‐Pérez (2 shared papers)Pan Zhou (2 shared papers)Xi Ouyang (2 shared papers)
Journals: IEEE Access (2 papers)Proceedings of the VLDB Endowment (1 paper)Ceramics International (1 paper)ACM SIGMETRICS Performance Evaluation Review (1 paper)Nano Research (1 paper)
Partner nations: China United Kingdom United States

In The Last Decade

Chaoyun Zhang

34 papers receiving 2.1k citations

Chaoyun Zhang's Hit Papers

align trajectories log scale

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents 2024 · 57 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2024 Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
2019 IEEE Communications Surveys & Tutorials
2018 Proceedings of the AAAI Conference on Artificial Intelligence

Peers

Countries citing papers authored by Chaoyun Zhang

Since Specialization

Citations

This map shows the geographic impact of Chaoyun Zhang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Chaoyun Zhang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chaoyun Zhang more than expected).

Fields of papers citing papers by Chaoyun Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chaoyun Zhang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Chaoyun Zhang. The network helps show where Chaoyun Zhang may publish in the future.

Co-authors

The 25 scholars most cited alongside Chaoyun Zhang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Chaoyun Zhang Line = papers co-authored together Chaoyun Zhang links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 40 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Deep Learning in Mobile and Wireless Networking: A Survey IEEE Communications Surveys & Tutorials ·Chaoyun Zhang, Paul Patras, Hamed Haddadi Hit paper breakdown →	2019	1156
2	Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring Proceedings of the AAAI Conference on Artificial Intelligence ·Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton Hit paper breakdown →	2018	357
3	Adversarial Attacks Against Deep Learning-Based Network Intrusion Detection Systems and Defense Mechanisms IEEE/ACM Transactions on Networking ·Chaoyun Zhang, Xavier Costa‐Pérez, Paul Patras	2022	87
4	A Convolutional Neural Network for Leaves Recognition Using Data Augmentation Chaoyun Zhang, Pan Zhou, Chenghua Li, Lijun Liu	2015	75
5	Automatic Root Cause Analysis via Large Language Models for Cloud Incidents Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, X. Y. Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo Ghosh, Xuchao Zhang, Chaoyun Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Tianyin Xu Hit paper breakdown →	2024	57
6	A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition IEEE Access ·Xi Ouyang, Shuangjie Xu, Chaoyun Zhang, Pan Zhou, Yang Yang, Guanghui Liu, Xuelong Li	2019	52
7	ZipNet-GAN Edinburgh Research Explorer (University of Edinburgh) ·Chaoyun Zhang, Xi Ouyang, Paul Patras	2017	51
8	ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Proceedings of the VLDB Endowment ·Yuhang Chen, Chaoyun Zhang, Minghua Ma, Yudong Liu, Ruomeng Ding, Bowen Li, Shilin He, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	2023	45
9	Driver Behavior Recognition via Interwoven Deep Convolutional Neural Nets With Multi-Stream Inputs IEEE Access ·Chaoyun Zhang, Rui Li, Woojin Kim, Daesub Yoon, Paul Patras	2020	37
10	Tiki-Taka Edinburgh Research Explorer ·Chaoyun Zhang, Xavier Costa‐Pérez, Paul Patras	2020	34
11	A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks IEEE Communications Magazine ·Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer	2020	32
12	Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories Edinburgh Research Explorer (University of Edinburgh) ·Chaoyun Zhang, Marco Fiore, Paul Patras	2019	30
13	Assess and Summarize: Improve Outage Understanding with Large Language Models Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	2023	21
14	CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting Proceedings of the AAAI Conference on Artificial Intelligence ·Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras	2021	20
15	Microscope HAL (Le Centre pour la Communication Scientifique Directe) ·Chaoyun Zhang, Marco Fiore, Cezary Ziemlicki, Paul Patras	2020	18
16	Root Cause Analysis for Microservice Systems via Hierarchical Reinforcement Learning from Human Feedback Lu Wang, Chaoyun Zhang, Ruomeng Ding, Yong Xu, Qihang Chen, Wentao Zou, Qingjun Chen, Meng Zhang, X. Y. Gao, Hao Fan, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	2023	15
17	Xpert: Empowering Incident Management with Query Recommendations via Large Language Models Yuxuan Jiang, Chaoyun Zhang, Shilin He, Z. Q. Yang, Minghua Ma, Si Qin, Yu Kang, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	2024	12
18	TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems Ruomeng Ding, Chaoyun Zhang, Lu Wang, Yong Xu, Minghua Ma, Xiaomin Wu, Meng Zhang, Qingjun Chen, Xin Gao, X. Y. Gao, Hao Fan, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	2023	11
19	MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models Zhaoyang Yu, Minghua Ma, Chaoyun Zhang, Si Qin, Yu Kang, Chetan Bansal, Saravan Rajmohan, Yingnong Dang, Changhua Pei, Dan Pei, Qingwei Lin, Dongmei Zhang	2024	9
20	Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection Jun Liu, Chaoyun Zhang, Jiaxu Qian, Minghua Ma, Si Qin, C. Bansal, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang	2025	5

About Chaoyun Zhang

Chaoyun Zhang is a scholar working on Computer Networks and Communications, Artificial Intelligence, Information Systems, Signal Processing and Electrical and Electronic Engineering, having authored 40 papers that have together received 2.2k indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (7 papers), Software System Performance and Reliability (6 papers), Metallic Glasses and Amorphous Alloys (4 papers), Anomaly Detection Techniques and Applications (4 papers), Magnetic Properties of Alloys (4 papers), Traffic Prediction and Management Techniques (4 papers), Time Series Analysis and Forecasting (3 papers) and Data Quality and Management (3 papers). The work is most often cited by research in Computer Networks and Communications (894 citations), Artificial Intelligence (779 citations), Signal Processing (246 citations), Electrical and Electronic Engineering (963 citations) and Building and Construction (209 citations). Chaoyun Zhang has collaborated with scholars based in China, United Kingdom and United States. Frequent co-authors include Paul Patras, Hamed Haddadi, Charles Sutton, Mingjun Zhong, Nigel Goddard, Xavier Costa‐Pérez, Pan Zhou, Xi Ouyang, Marco Fiore and Lijun Liu. Their work appears in journals such as IEEE Access, Proceedings of the VLDB Endowment, Ceramics International, ACM SIGMETRICS Performance Evaluation Review and Nano Research.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Chaoyun Zhang

Chaoyun Zhang's Hit Papers

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Fields of papers citing papers by Chaoyun Zhang

All Works

About Chaoyun Zhang

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