Qi Yan

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My name is Qi Yan (颜齐). I am a Ph.D. student in the Electrical and Computer Engineering department at the University of British Columbia, co-supervised by Prof. Renjie Liao and Prof. Lele Wang. I am broadly interested in machine learning, self-driving, and robotics.

Previously: I interned at Borealis AI in 2023, where I worked with Jiawei He, Lili Meng, and Tristan Sylvain on using language models for event forecasting. I obtained my master’s degree in Mechanical Engineering at EPFL in 2022, where I worked with Prof. Alexandre Alahi, Dr. Iordan Doytchinov, and Prof. Bertrand Merminod on robot trajectory planning and visual localization. I received my bachelor’s degree in engineering (honors) at Shanghai Jiao Tong University in 2019.

Please refer to my curriculum vitae if you are interested.

News

Nov 15, 2024 Our paper Video Diffusion Models: A Survey was accepted to Transactions on Machine Learning Research (TMLR)!
Oct 24, 2024 Received the UBC Graduate Support Initiative (GSI) Graduate Award!
Jul 01, 2024 Our paper Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos was accepted to the Workshop on Controllable Video Generation at ICML 2024!
Jun 17, 2024 Our paper SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation was accepted to Transactions on Machine Learning Research (TMLR)!
Jan 15, 2024 Our paper AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval was accepted to ICLR 2024!

Selected Publications [full list]

  1. workshop
    Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos
    ICML’24 Workshop on Controllable Video Generation, 2024.
  2. TMLR
    SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation
    Transactions on Machine Learning Research, 2024.
  3. ICLR
    AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
    International Conference on Learning Representations, 2024.

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