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Qian Yang

杨倩

Computer Science @ Mila & Université de Montréal
qian.yang (at) mila.quebec
Quebec, CA


I am a Ph.D student (2023.09 – ) at Mila and Université de Montréal. Currently, I’m working with Prof. Aishwarya Agrawal in vision-language learning. Before that I obtained my Master's degree in Computer Science from Harbin Institute of Technology, Shenzhen, China (2020-2023) under the supervision of Prof. Baotian Hu. I obtained my Bachelor's degree in Computer Science from the University of Electronic Science and Technology of China (2016-2020). I was a research intern at Alibaba DAMO Academy.

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Publications ( * denotes equal contribution)

    2024

  1. CodeHalu: Code Hallucinations in LLMs Driven by Execution-based Verification
    Yuchen Tian*, Weixiang Yan*, Qian Yang, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma
  2. MuGI: Enhancing Information Retrieval through Multi-Text Generation Intergration with Large Language Models
    Le Zhang, Yihong Wu, Qian Yang, Jian-Yun Nie

    3. 2023

  3. Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation
    Qian Yang, Qian Chen, Wen Wang, Baotian Hu, Min Zhang
    Proceedings of the 31st ACM International Conference on Multimedia, 2023.

    4. 2022

  4. Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations
    Qian Yang*, Yunxin Li*, Baotian Hu, Lin Ma, Yuxing Ding, Min Zhang
    Proceedings of the 30th ACM International Conference on Multimedia, 2022.
  5. Fast and Robust Online Handwritten Chinese Character Recognition with Deep Spatial & Contextual Information Fusion Network
    Yunxin Li, Qian Yang, Qingcai Chen, Baotian Hu, Xiaolong Wang, Yuxin Ding, Lin Ma
    IEEE Transactions on Multimedia, 2022.

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