Welcome!

I am now a PhD student at Zhejiang University, ISEE.

My research interests are Multimodal Learning and Affective Computing.

🔥 News

  • 2024.09:  🎉 New journal paper MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis accepted by IEEE Transactions on Multimedia (TMM).
  • 2024.09:  🎉 New journal paper TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis accepted by IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).
  • 2023.11: New journal paper UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequences accepted by IEEE Transactions on Multimedia (TMM).

📝 Publications

  • 🎓During My Master’s Research Program
IEEE Transactions on Multimedia
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MulDeF: A Model-Agnostic Debiasing Framework for Robust Multimodal Sentiment Analysis

Ruohong Huan, Guowei Zhong, Peng Chen, Ronghua Liang

Code | CCF B Paper

  • IEEE Transactions on Multimedia, doi: 10.1109/TMM.2024.3521836.
IEEE/ACM Transactions on Audio, Speech and Language Processing
sym

TriSAT: Trimodal Representation Learning for Multimodal Sentiment Analysis

Ruohong Huan, Guowei Zhong, Peng Chen, Ronghua Liang

Code | CCF B Paper

  • IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 32, pp. 4105-4120, 2024, doi: 10.1109/TASLP.2024.3458812.
IEEE Transactions on Multimedia
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UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequence

Ruohong Huan, Guowei Zhong, Peng Chen, Ronghua Liang

Code | CCF B Paper

  • IEEE Transactions on Multimedia, vol. 26, pp. 5753-5768, 2024, doi: 10.1109/TMM.2023.3338769.

🎖 Honors and Awards

  • 2024.07 Outstanding Master’s Thesis Award of Zhejiang University of Technology (Top 4%)
  • 2020.09 School-level Second-Class Academic Scholarship (Junior Year)
  • 2019.09 School-level Second-Class Academic Scholarship (Sophomore Year)
  • 2019.06 The 3rd Prize in the Zhejiang Province Advanced Mathematics Competition
  • 2019.01 The 2nd Prize in the Zhejiang Province Physics Innovation Competition

đź“– Educations

  • 2024.09 - now, working toward my PhD, Zhejiang University, Hangzhou, China
  • 2021.09 - 2024.06, Master of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China
  • 2017.09 - 2021.06, Bachelor of Electronic Science and Technology, Zhejiang University of Technology, Hangzhou, China