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Xingli Fang

Ph.D. Student in Comp. Sci.
NC State University
xfang23 (at) ncsu.edu


Short Bio

I am Xingli Fang (方星力 in Chinese), a Ph.D. student at North Carolina State University advised by Dr. Jung-Eun Kim. Prior to that, I got my Master Degree (Computer Engineering) from Syracuse University and Bachelor Degree (Software Engineering) from Northeastern University (China).

My current research lies at trustworthy machine learning – with a special focus on building privacy-safe and efficient ML. My research interests include privacy, efficient AI, semi-supervised learning, and generative models.

News

Education

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North Carolina State University

Department of Computer Science

Ph.D. in Computer Science, [2023 Spring-Ongoing]

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Syracuse University

Department of Electrical Eng. and Computer Sci.

M.S. in Computer Engineering, [2021 Fall - 2022 Winter]

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Northeastern University

Software College

B.Eng. in Software Engineering, [2017 Fall - 2021 Summer]

Publications [Google Scholar]

    Conference


    Workshop


  1. WANT@NeurIPS
    Cooperative Learning for Cost-Adaptive Inference
    Xingli Fang, Richard Bradford, Jung-Eun Kim
    Workshop on Advancing Neural Network Training: Computational Efficiency, Scalability, and Resource Optimization, 2023.
    PDF Project Page

    2. Journal


  2. Realtime Prediction of Hard Rock TBM Advance Rate using Temporal Convolutional Network (TCN) With Tunnel Construction Big Data
    Zaobao Liu,Yongchen Wang, Long Li, Xingli Fang, Junze Wang
    Frontiers of Structural and Civil Engineering, 2022.
    PDF Project Page

  3. Hard-rock Tunnel Lithology Prediction with TBM Construction Big Data using A Global-Attention-Mechanism-Based LSTM Network
    Zaobao Liu,Long Li, Xingli Fang, Wenbiao Qi, Jimei Shen, Hongyuan Zhou, Yulong Zhang
    Automation in Construction, 2021.
    PDF Project Page

Awards

[Nov. 2023] Academic Travel Grants, Department of Comp. Sci., NC State University
[Apr. 2023] Summer Graduate Award (SGA), Department of Comp. Sci., NC State University

Contact

Address: 890 Oval Dr, Raleigh, NC 27606
Email: xfang23 (at) ncsu.edu