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[MESL] add member&pub info
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name: Shuheng Li
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avatar: /static/images/phd_students/li_shuheng.jpg
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occupation: PhD Student
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name: Xiaohan Fu
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avatar: /static/images/phd_students/fu_xiaohan.jpg
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occupation: PhD Student
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name: Jiayun Zhang
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avatar: /static/images/phd_students/zhang_jiayun.jpg
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occupation: PhD Student
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data/publication/mesl/LabelFL.mdx

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title: 'Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework'
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date: '2023-8-3'
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tags: ['KDD2023']
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draft: false
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authors: [
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"Jiayun Zhang",
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"Xiyuan Zhang",
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"Xinyang Zhang",
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"Dezhi Hong",
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"Rajesh K. Gupta",
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"Jingbo Shang"
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]
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canonicalUrl: https://dl.acm.org/doi/10.1145/3580305.3599443
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title: 'How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments'
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date: '2024-5-13'
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tags: ['WWW2024']
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draft: false
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authors: [
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"Jiayun Zhang",
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"Shuheng Li",
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"Haiyu Huang",
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"Zihan Wang",
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"Xiaohan Fu",
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"Dezhi Hong",
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"Rajesh K. Gupta",
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"Jingbo Shang"
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]
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canonicalUrl: https://mesl.ucsd.edu/pubs/Jiayun_WWW2024_RecipFL.pdf
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title: 'Misusing Tools in Large Language Models With Visual Adversarial'
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date: '2023-10-3'
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tags: ['PREPRINT']
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draft: false
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authors: [
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"Xiaohan Fu",
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"Zihan Wang",
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"Shuheng Li",
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"Rajesh K. Gupta",
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"Niloofar Mireshghallah",
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"Taylor Berg-Kirkpatrick",
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"Earlence Fernandes"
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]
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canonicalUrl: https://arxiv.org/abs/2310.03185
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title: 'Imprompter: Tricking LLM Agents into Improper Tool Use'
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date: '2024-10-19'
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tags: ['PREPRINT']
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draft: false
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authors: [
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"Xiaohan Fu",
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"Shuheng Li",
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"Zihan Wang",
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"Yihao Liu",
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"Rajesh K. Gupta",
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"Taylor Berg-Kirkpatrick",
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"Earlence Fernandes"
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]
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canonicalUrl: https://arxiv.org/abs/2410.14923
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data/publication/mesl/pilot.mdx

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title: 'Physics-Informed Data Denoising for Real-Life Sensing Systems'
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date: '2023-11-12'
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tags: ['Sensys2023']
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draft: false
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authors: [
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"Xiyuan Zhang",
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"Xiaohan Fu",
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"Diyan Teng",
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"Chengyu Dong",
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"Keerthivasan Vijayakumar",
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"Jiayun Zhang",
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"Ranak Roy Chowdhury",
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"Junsheng Han",
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"Dezhi Hong",
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"Rashmi Kulkarni",
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"Jingbo Shang",
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"Rajesh Gupta"
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]
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canonicalUrl: https://arxiv.org/abs/2311.06968
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data/publication/mesl/sqee.mdx

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title: 'SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification'
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date: '2023-1-24'
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tags: ['Sensys2023']
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draft: false
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authors: [
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"Shuheng Li",
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"Jingbo Shang",
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"Rajesh K. Gupta",
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"Dezhi Hong"
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]
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canonicalUrl: https://dl.acm.org/doi/10.1145/3560905.3568534
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