Yuxuan Bian

PhD Student @ The Chinese University of Hong Kong

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Keep Going!

Hi, I’m Yuxuan Bian (卞宇轩). I am currently a last-year undergraduate student majoring in Computer Science in the School of Electronic and Information Engineering, Tongji University. And I am going to be a Ph.D. student in the CURE Lab at The Chinese University of Hong Kong guided by Prof. Qiang Xu.

I have a broad interest in most areas of generative modeling, especially in time series analysis and human motion generation. Please do not hesitate to reach out to me via email at yuxuanbian23@gmail.com!

News

May 03, 2024 [Paper] Our research aLLM4TS has been accepted by ICML 2024! :sparkles: :smile:
Apr 15, 2024 [Award] I was selected as the Outstanding Graduate of Shanghai Province! :star2:
Mar 12, 2024 [Paper] Our research NGDRL has been accepted by DASFFA 2024! :sparkles: :smile:

Selected Publications

  1. ICML
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    Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learning
    Yuxuan Bian, Xuan Ju, Jiangtong Li, and 3 more authors
    International Conference on Machine Learning (ICML), 2024
    HTML PDF Video
  2. DASFFA
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    NGDRL: A Dynamic News Graph-based Deep Reinforcement Learning Framework for Portfolio Optimization
    Yuxuan Bian, Haoyu Sun, Yang Lei, and 2 more authors
    International Conference on Database Systems for Advanced Applications (DASFFA), 2024
    HTML PDF Video
  3. ICLR
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    Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
    Xuan Ju, Ailing Zeng, Yuxuan Bian, and 2 more authors
    International Conference on Learning Representations (ICLR), 2024
    HTML PDF Video