PhD student, supervised by Prof. James Kwok and Yu Zhang.

shuhochen@gmail.com

The Hong Kong University of Science and Technology

Hong Kong, China

News

• One paper was accepted by Neural Networks!
• One paper was accepted by NeurIPS 2024!
• One paper was accepted by ICML 2024!

Education

• Bachelor in Computer Science, South China University of Technology, 2018-2022.
• Master in Computer Science and Technology (advisor: Prof. Yu Zhang), Southern University of Science and Technology, 2022-2025.
• PhD Student in Computer Science (advisor: Prof. James Kwok and Yu Zhang), The Hong Kong University of Science and Technology, 2025-now.

Internships

• Summer 2021: Software Engineer Intern, ByteDance
• Summer 2024: Applied Research Intern, Tencent

Award

• School Scholarship, South China University of Technology.

Publications

RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models

Shuhao Chen, Weisen Jiang, Baijiong Lin, James T. Kwok, and Yu Zhang. RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models. In Conference on Neural Information Processing Systems (NeurIPS), 2024.

Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective

Zhang, Y., Yao, Y., Chen, S., Jin, P., Zhang, Y., Jin, J., & Lu, J. Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective. In Forty-first International Conference on Machine Learning.

Preprints

Large Language Models as Visual Cross-Domain Learners

Shuhao Chen, Yulong Zhang, Weisen Jiang, Jiangang Lu, Yu Zhang, "Large Language Models as Visual Cross-Domain Learners." arXiv preprint arXiv:2401.03253, 2024.

Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation

Yulong Zhang, Shuhao Chen, Weisen Jiang, Yu Zhang, Jiangang Lu, James Kwok, "Domain-Guided Conditional Diffusion Model for Unsupervised Domain Adaptation." arXiv preprint arXiv:2309.14360, 2023.

Academic Services

• ICLR: 2025
• NeurIPS: 2024, 2025
• ICML: 2025
• IEEE Transactions on Neural Networks and Learning Systems
• IEEE Transactions on Knowledge and Data Engineering