Honglin

I am currently pursuing a PhD at the School of Computer Science, Sichuan University, with a research focus on deep clustering and representation learning. Recently, I have been extending my research interests to emerging areas, including LLMs and VLMs.

🔥 News

• 2025.09:  🎉🎉 One paper accepted to NeurIPS 2025 (Spotlight).
• 2024.09:  🎉🎉 One paper accepted to NeurIPS 2024.

📝 Publications

NeurIPS 2025 Spotlight

Conditional Representation Learning for Customized Tasks

Honglin Liu, Chao Sun, Peng Hu, Yunfan Li, Xi Peng

Advances in Neural Information Processing Systems (NeurIPS) 2025

[Paper] [Code]

NeurIPS 2024

Interactive Deep Clustering via Value Mining

Honglin Liu, Peng Hu, Changqing Zhang, Yunfan Li, Xi Peng

Advances in Neural Information Processing Systems (NeurIPS) 2024

[Paper] [Code] [Bib]

• Conditional Representation Learning for Customized Tasks, NeurIPS 2025 (Spotlight)
• Interactive Deep Clustering via Value Mining, NeurIPS 2024

🎖 Honors and Awards

• 2025.10 National Scholarship

📖 Educations

• 2023.09 - now, Ph.D. in Computer Science, Sichuan University.
• 2019.09 - 2023.06, B.S. in Computer Science, Sichuan University.