Guimin Hu

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Contact Me 🔎 - rice.hu.x@gmail.com, guhu@di.ku.dk

Coastal NLP Group

University of Copenhagen, Denmark

I am currently Postdoctoral at University of Copenhagen, working with Prof. Hasti Seifi and Dr. Daniel Hershcovich. Previously, I obtained my PhD from the Harbin Institute of Technology, Shenzhen, supervised by Prof. Guangming Lu and Prof. Yi Zhao (2019-2023). Before joining HITsz, I obtained my MSc in Northeastern University under supervision of Prof. Shukuan Lin (2015-18).

After completing my master’s degree and before pursuing my PhD, I worked as a search algorithm engineer at Xiaomi Cloud Platform for about a year and a half. During my PhD, I interned at DAMO Academy for more than six months.

My research interests lie at the multimodal learning, affective computing, machine learning, haptic interaction. Now, I am working on affective computing tasks with text, audio, video and haptic modalities. Apart from research, I enjoy painting, shopping, and watching BiliBili.

If your project requires any involvement or any assistance from me, feel free to reach out!

News

Sep 26, 2024 One paper is accepted to NIPS 2024. Congratulations!
Sep 19, 2024 Two papers are accepted to EMNLP 2024!
Sep 12, 2024 Our survey paper “Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective” has released!
Jul 24, 2024 Our paper “Grounding Emotional Descriptions to Electrovibration Haptic Signals” has been accepted to ACII-LBR 2024!
May 21, 2024 Our paper “Unifying emotion-oriented and cause-oriented predictions for emotion-cause pair extraction” has been accepted to NN journal!

Selected Publications

  1. EMNLP
    UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
    Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, and Yongbin Li
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing 2022
    URL Code
  2. EMNLP Finding
    Bidirectional hierarchical attention networks based on document-level context for emotion cause extraction
    Guimin Hu, Guangming Lu, and Yi Zhao
    In Findings of the Association for Computational Linguistics: EMNLP 2021 2021
    URL
  3. TASLP
    Emotion prediction oriented method with multiple supervisions for emotion-cause pair extraction
    Guimin Hu, Yi Zhao, and Guangming Lu
    IEEE/ACM Transactions on Audio, Speech, and Language Processing 2023
    URL Code
  4. TAFFC
    Improving Representation With Hierarchical Contrastive Learning for Emotion-Cause Pair Extraction
    Guimin Hu, Yi Zhao, and Guangming Lu
    IEEE Transactions on Affective Computing 2024
    URL
  5. EMNLP Finding
    UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause
    Guimin Hu, Zhihong Zhu, Daniel Hershcovich, Hasti Seifi, and Jiayuan Xie
    Findings of the Association for Computational Linguistics: EMNLP 2024 2024
    URL Code
  6. arXiv
    Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective
    Guimin Hu, Yi Xin, Weimin Lyu, Haojian Huang, Chang Sun, Zhihong Zhu, and 2 more authors
    In arXiv preprint arXiv:2409.07388 2024
    URL Code