Yong Liu

PhD student, National University of Singapore

Joined

April 2021

Names

Yong Liu (Preferred)

Emails

****@gmail.com (Confirmed)

****@comp.nus.edu.sg (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

National University of Singapore (nus.edu.sg)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yang You

2021 – Present

Expertise

High Performance Computing

Present

Artificial Intelligence

Present

Publications

CAMEL: Confidence-Gated Reflection for Reward Modeling
Zirui Zhu, Hailun Xu, Yang Luo, Yong Liu, Kanchan Sarkar, Kun Xu, Yang You
- ICML
- Readers: Everyone
FOCUS: Efficient Keyframe Selection for Long Video Understanding
Zirui Zhu, Hailun Xu, Yang Luo, Yong Liu, Kanchan Sarkar, Zhenheng Yang, Yang You
- ICLR 2026 Poster
- Readers: Everyone
SeedFT: Structure-Preserving Fusion for Multi-Seed LLM Fine-Tuning
Yong Liu, Di Fu, Hailun Xu, Yang Luo, Zirui Zhu, Kanchan Sarkar, Zhenheng Yang, Minhao Cheng, Cho-Jui Hsieh, Yang You
- Submitted to ICLR 2026
- Readers: Everyone
POME: Post Optimization Model Edit via Matrix Orthogonalization
Yong Liu, Di Fu, Yang Luo, Zirui Zhu, Minhao Cheng, Cho-Jui Hsieh, Yang You
- Submitted to ICLR 2026
- Readers: Everyone
SRDiffusion: Accelerate Diffusion Inference via Sketching-Rendering Cooperation
Shenggan Cheng, Yuanxin Wei, Lansong Diao, Yong Liu, Bujiao Chen, Lianghua Huang, Yu Liu, Wenyuan Yu, Jiangsu Du, Wei Lin, Yang You
- Submitted to ICLR 2026
- Readers: Everyone
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
Yong Liu, Zirui Zhu, Chaoyu Gong, Minhao Cheng, Cho-Jui Hsieh, Yang You
- NeurIPS 2025 poster
- Readers: Everyone
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
Yong Liu, Di Fu, Shenggan Cheng, Zirui Zhu, Yang Luo, Minhao Cheng, Cho-Jui Hsieh, Yang You
- ICML 2025 poster
- Readers: Everyone
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You
- ICML 2025 poster
- Readers: Everyone
MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training
Yang Luo, Zangwei Zheng, Ziheng Qin, Zirui Zhu, Yong Liu, Yang You
- Submitted to ICLR 2025
- Readers: Everyone
SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning
Yong Liu, Di Fu, Shenggan Cheng, Zirui Zhu, Yang Luo, Minhao Cheng, Cho-Jui Hsieh, Yang You
- Submitted to ICLR 2025
- Readers: Everyone

View all 19 publications

Co-Authors

View all 32 co-authors