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Journal Articles
- 2023
[j8]Zhaoyang Yu, Ke Yang, Zhichao Hu, Baoliang Peng, Fengwei Gu, Ling Yang, Mingjin Yang:
Parameter optimization and simulation analysis of floating root cutting mechanism for garlic harvester. Comput. Electron. Agric. 204: 107521 (2023)- [j7]Sinong Zhao, Zhaoyang Yu, Sifan Li
, Xiaofei Wang, Trent G. Marbach, Gang Wang, Xiaoguang Liu:
Meta pseudo labels for anomaly detection via partially observed anomalies. Eng. Appl. Artif. Intell. 126: 106955 (2023) - [j6]Jizhe Xia, Taicheng Li, Zhaoyang Yu, Erzhen Chen, Yang Yue, Zhen Li, Ying Zhou:
Population mobility change for controlling the transmission of COVID-19: mobile phone data analysis in nine cities of China. Geo spatial Inf. Sci. 26(4): 627-641 (2023) - [j5]Sinong Zhao, Zhaoyang Yu, Trent G. Marbach, Gang Wang, Airu Yin, Yatao Zhou, Xiaoguang Liu:
MDGAD: Meta domain generalization for distribution drift in anomaly detection. Neurocomputing 550: 126483 (2023) - [j4]Tongtong Su, Qiyu Liang, Jinsong Zhang, Zhaoyang Yu, Ziyue Xu, Gang Wang, Xiaoguang Liu:
Deep Cross-Layer Collaborative Learning Network for Online Knowledge Distillation. IEEE Trans. Circuits Syst. Video Technol. 33(5): 2075-2087 (2023) - [j3]Tongtong Su, Jinsong Zhang, Zhaoyang Yu, Gang Wang, Xiaoguang Liu:
STKD: Distilling Knowledge From Synchronous Teaching for Efficient Model Compression. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10051-10064 (2023) - 2022
- [j2]Leiyang Zhong, Ying Zhou, Song Gao, Zhaoyang Yu, Zhifeng Ma, Xiaoming Li, Yang Yue, Jizhe Xia:
COVID-19 lockdown introduces human mobility pattern changes for both Guangdong-Hong Kong-Macao greater bay area and the San Francisco bay area. Int. J. Appl. Earth Obs. Geoinformation 112: 102848 (2022) - 2021
- [j1]Weibin Meng, Ying Liu, Shenglin Zhang, Federico Zaiter, Yuzhe Zhang, Yuheng Huang, Zhaoyang Yu, Yuzhi Zhang, Lei Song, Ming Zhang, Dan Pei:
LogClass: Anomalous Log Identification and Classification With Partial Labels. IEEE Trans. Netw. Serv. Manag. 18(2): 1870-1884 (2021)
Conference and Workshop Papers
- 2024
- [c21]Zhaoyang Yu, Qianyu Ouyang, Changhua Pei, Xin Wang, Wenxiao Chen, Liangfei Su, Huai Jiang, Xuanrun Wang, Jianhui Li, Dan Pei:
Causality Enhanced Graph Representation Learning for Alert-Based Root Cause Analysis. CCGrid 2024: 77-86 - [c20]Guanglei He, Xiaohui Nie, Ruming Tang, Kun Wang, Zhaoyang Yu, Xidao Wen, Kanglin Yin, Dan Pei:
Guardian of the Resiliency: Detecting Erroneous Software Changes Before They Make Your Microservice System Less Fault-Resilient. IWQoS 2024: 1-10 - [c19]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 Through Disentangled Transformer. KDD 2024: 6190-6201 - [c18]Zhaoyang Yu, Minghua Ma, Chaoyun Zhang, Si Qin, Yu Kang, Chetan Bansal, Saravan Rajmohan, Yingnong Dang, Changhua Pei, Dan Pei, Qingwei Lin, Dongmei Zhang:
MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models. SIGSOFT FSE Companion 2024: 38-49 - [c17]Zhaoyang Yu, 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. WWW 2024: 2859-2869 - 2023
- [c16]Sinong Zhao, Zhaoyang Yu, Xiaofei Wang, Trent G. Marbach, Gang Wang, Xiaoguang Liu:
Meta Pseudo Labels for Anomaly Detection via Partially Observed Anomalies. DASFAA (4) 2023: 100-109 - [c15]Zhaoyang Yu, Changhua Pei, Shenglin Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei:
AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. ISSRE 2023: 13-23 - 2022
- [c14]Wenwen Liu, Sinong Zhao, Zhaoyang Yu, Gang Wang, Xiaoguang Liu:
A Pareto-Efficient Task-Allocation Framework Based on Deep Reinforcement Learning Algorithm in MEC. CollaborateCom (2) 2022: 197-213 - [c13]Sinong Zhao, Zhaoyang Yu, Trent G. Marbach, Gang Wang, Xiaoguang Liu:
MSDN: A Multi-Subspace Deviation Net for Anomaly Detection. ICDM 2022: 1341-1346 - [c12]Zhaoyang Yu, Sinong Zhao, Tongtong Su, Wenwen Liu, Xiaoguang Liu, Gang Wang, Zehua Wang, Victor C. M. Leung:
DeepSCJD: An Online Deep Learning-Based Model for Secure Collaborative Job Dispatching in Edge Computing. ICSOC 2022: 481-497 - [c11]Wenwen Liu, Zhaoyang Yu, Gang Wang, Xiaoguang Liu:
Interference-Aware Task Allocation with QoS Guarantee on Edge. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1144-1151 - 2021
- [c10]Tongtong Su, Qiyu Liang, Jinsong Zhang, Zhaoyang Yu, Gang Wang, Xiaoguang Liu:
Attention-based Feature Interaction for Efficient Online Knowledge Distillation. ICDM 2021: 579-588 - [c9]Zhaoyang Yu, Wenwen Liu, Xiaoguang Liu, Gang Wang:
Drag-JDEC: A Deep Reinforcement Learning and Graph Neural Network-based Job Dispatching Model in Edge Computing. IWQoS 2021: 1-10 - [c8]Wenwen Liu, Zhaoyang Yu, Meng Yan, Gang Wang, Xiaoguang Liu:
A Novel Task-Allocation Framework Based on Decision-Tree Classification Algorithm in MEC. NPC 2021: 93-104 - [c7]Nengwen Zhao, Junjie Chen, Zhaoyang Yu, Honglin Wang, Jiesong Li, Bin Qiu, Hongyu Xu, Wenchi Zhang, Kaixin Sui, Dan Pei:
Identifying bad software changes via multimodal anomaly detection for online service systems. ESEC/SIGSOFT FSE 2021: 527-539 - 2020
- [c6]Wenwen Cui, Zhaoyang Yu, Zhuangzhuang Liu, Gang Wang, Xiaoguang Liu:
Compressing Genomic Sequences by Using Deep Learning. ICANN (1) 2020: 92-104 - 2018
- [c5]Rui Cao, Zhaoyang Yu, Trent G. Marbach, Jing Li, Gang Wang, Xiaoguang Liu:
Load Prediction for Data Centers Based on Database Service. COMPSAC (1) 2018: 728-737 - [c4]Zhaoyang Yu, Xiaoguang Liu, Gang Wang:
A Survey of Consensus and Incentive Mechanism in Blockchain Derived from P2P. ICPADS 2018: 1010-1015 - 2009
- [c3]Xiaoming Zhang, Zhaoyang Yu:
Cepstrum-Based Audio Watermarking Algorithm against the A/D and D/A Attacks. IAS 2009: 740-743 - 2008
- [c2]Xiaoming Zhang, Xiong Yin, Zhaoyang Yu:
Robust Audio Watermarking Algorithm Based on Histogram Specification. IIH-MSP 2008: 163-166 - [c1]Xiaoming Zhang, Xiong Yin, Zhaoyang Yu:
Histogram Specification-based Audio Watermarking Technology against Filtering Attacks in Time Domain. ISECS 2008: 951-956
Informal and Other Publications
- 2024
- [i3]Jiayi Zhang, Chuang Zhao, Yihan Zhao, Zhaoyang Yu, Ming He, Jianping Fan:
MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices. CoRR abs/2407.03913 (2024) - [i2]Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xionghui Chen, Jiaqi Chen, Mingchen Zhuge, Xin Cheng, Sirui Hong, Jinlin Wang, Bingnan Zheng, Bang Liu, Yuyu Luo, Chenglin Wu:
AFlow: Automating Agentic Workflow Generation. CoRR abs/2410.10762 (2024) - [i1]Sinong Zhao, Wenrui Wang, Hongzuo Xu, Zhaoyang Yu, Qingsong Wen, Gang Wang, Xiaoguang Liu, Guansong Pang:
Abnormality Forecasting: Time Series Anomaly Prediction via Future Context Modeling. CoRR abs/2410.12206 (2024)
Coauthor Index
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