I am now a PhD student in Computer Science at The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen). I work closely with Prof. Tianshu Yu and Prof. Xiaoying Tang. My primary research interests includes multimodal machine learning, AI4Science and affective computing. I am open to academic collaboration. If you’re interested, feel free to reach out!

🔥 News

• 2025.09:  🎉🎉 One paper is accepted by NeurIPS 2025.
• 2024.11:  🎉🎉 One paper is accepted by IJCV.
• 2024.09:  🎉🎉 One paper is accepted by NeurIPS 2024.

📝 Publications

* denotes co-first authors. # denotes corresponding author.

Selected Publications

NeurIPS 2025

Improving Task-Specific Multimodal Sentiment Analysis with General MLLMs via Prompting

Haoyu Zhang, Yinan Zhang, Chaolong Ying, Xiaoying Tang, Tianshu Yu

The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

NeurIPS 2024

Towards Robust Multimodal Sentiment Analysis with Incomplete Data

Haoyu Zhang, Wenbin Wang, Tianshu Yu

The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)

EMNLP 2023

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis

Haoyu Zhang, Yu Wang, Guanghao Yin, Kejun Liu, Yuanyuan Liu, Tianshu Yu

The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023)

• Preprint
  • Zhang-Hua Fu, Sipeng Sun, Jintong Ren, Tianshu Yu, Haoyu Zhang, Yuanyuan Liu, Lingxiao Huang, Xiang Yan, Pinyan Lu. A Hierarchical Destroy and Repair Approach for Solving Very Large-Scale Travelling Salesman Problem. arXiv, 2023
• 2024
  • Yuanyuan Liu, Haoyu Zhang#, Yibing Zhan, Zijing Chen, Guanghao Yin, Lin Wei, Zhe Chen. Noise-Resistant Multimodal Transformer for Emotion Recognition. International Journal of Computer Vision (IJCV), 2024.
  • Guanghao Yin, Yuanyuan Liu, Tengfei Liu, Haoyu Zhang, Ning Zhou, Fang Fang, Chang Tang, Xiaoliang Jiang. Token-disentangling mutual Transformer for Multimodal Emotion Recognition. Engineering Applications of Artificial Intelligence, 2024
• 2023
  • Yuanyuan Liu, Wenbin Wang, Chuanxu Feng, Haoyu Zhang, Zhe Chen. Yibing Zhan. Expression Snippet Transformer for Robust Video-based Facial Expression Recognition. Pattern Recognition, 2023
  • Yuanyuan Liu, Chaofan Wang, Wenbin Wang, Haoyu Zhang, Zhongwen Luo. 2024. Multi domain Dynamic Mean Teacher for Object Detection in Complex Weather. Journal of Computer Aided Design \& Computer Graphics, 2023

📖 Professional Service

• Journal Reviewers:
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Audio, Speech, and Language Processing (TASLP)
• Conference Reviewers:
  • Annual Conference on Neural Information Processing Systems (NeurIPS)
  • International Conference on Learning Representation (ICLR)
  • Annual Meeting of the Association for Computational Linguistics (ACL)

💻 Internships

• 2024.06 - 2024.09    Xiaomi AI Lab, P. R. China
• 2021.09 - 2022,10    Shenzhen Institute of Artificial Intelligence and Robotics for Society, P. R. China

🎖 Honors and Awards

• Scholar Award, NeurIPS 2024