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CN
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Pan Zhou
ZHOU PAN
Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Gender:Male
Status:Employed
Department:Cyber Science And Engineering
Education Level:Postgraduate (Doctoral)
Degree:Doctoral Degree
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Scientific Research
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Scientific Research
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Paper Publications
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Lin Lu, Chenxi Dai, Wangcheng Tao, Binhang Yuan, Yanan Sun, Pan Zhou, "Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training," International Conference on Machine Learning (ICML), 2024, Accepted.
Dongping Chen, Ruoxi Chen, Shilin Zhang, Yaochen Wang, Yinuo Liu, Huichi Zhou, Qihui Zhang, Pan Zhou, Yao Wan, Lichao Sun,"MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark," International Conference on Machine Learning (ICML), 2024, Accepted.
Hua Ding, Lixing Chen, Shenghong Li, Yang Bai, Pan Zhou, Zhe Qun,“Divide, Conquer, and Coalesce: Meta Parallel Graph Neural Network for IoT Intrusion Detection at Scale,” The Web Conference 2024 (WWW 2024), Singapore, May 13-17th, 2024.
Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun, “MetaTool Benchmark: Deciding Whether to Use Tools and Which to Use,”Twelfth International Conference on Learning Representations (ICLR 2024), pp.1-32, Vienna, Austria, May 7th, 2024 to May 11th, 2024.
Duyu Chen; Wenchao Xu; Ruixuan Li; Haozhao Wang; Yining Qi; Pan Zhou; Song Guo, "Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit," IEEE Transactions on Mobile Computing (IEEE TMC), DOI 10.1109/TMC.2024.3349849, 2024.
Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Li, Yiran, Chen, "Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function," The 17th ACM International Conference on Web Search and Data Mining (ACM WSDM 2024), pp.1-8, Merida, Yucatan, from March 4th to March 8th 2024.
Patents
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周潘,等; 一种认证半径引导攻击方法、优化训练方法及系统, 2021-09-14, 中国, CN202110583029.7 .
周潘,等;一种基于联邦学习的多用户协同训练人流统计方法及系统, 2021-09-14, 中国, CN202110559687.2.
周潘,等; 一种减轻DDoS攻击的方法、可编程交换机及SDN控制器, 2021-09-14, 中国, CN202110559686.8.
周潘,等; 基于动量的对人群计数模型的对抗样本生成方法及系统, 2021-09-21, 中国, CN202110588717.2 .
周潘,等;一种基于差分隐私聚合的图神经网络构建方法及构建系统, 2021-09-14, 中国, CN202110628333.9 .
周潘,等; 一种基于SDN和边缘计算的物联网隐私保护服务发现系统, 2021-09-14, 中国, CN202110588548.2 .
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