Ning Liu

Full Professor, Shanghai Jiaotong University

Joined

April 2023

Names

Ning Liu (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

Shanghai Jiaotong University (sjtu.edu.cn)

2020 – 2030

Advisors, Relations & Conflicts

PhD Advisee

Dingyi Rong

Present

PhD Advisee

Wenzhuo Zheng

Present

PhD Advisee

Haotian Lu

Present

Expertise

Wireless and mobile communication systems

2003 – 2030

Publications

LiveProteinBench: A Contamination-Free Benchmark for Assessing Models' Specialized Capabilities in Protein Science
Dingyi Rong, Zijian Chen, Qi Jia, Kaiwei Zhang, Haotian Lu, Guangtao Zhai, Ning Liu
- Submitted to ICLR 2026
- Readers: Everyone
EnerBridge-DPO: Energy-Guided Protein Inverse Folding with Markov Bridges and Direct Preference Optimization
Dingyi Rong, Haotian Lu, Wenzhuo Zheng, Fan Zhang, Shuangjia Zheng, Ning Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
An Efficient Private GPT Never Autoregressively Decodes
Zhengyi Li, Yue Guan, Kang Yang, Yu Feng, Ning Liu, Yu Yu, Jingwen Leng, Minyi Guo
- ICML 2025 poster
- Readers: Everyone
Personalized Language Model Learning on Text Data Without User Identifiers
Yucheng Ding, Yangwenjian Tan, Xiangyu Liu, Chaoyue Niu, Fandong Meng, Jie Zhou, Ning Liu, Fan Wu, Guihai Chen
- KDD (1) 2025
- Readers: Everyone
Learnable color space conversion and fusion for stain normalization in pathology images
Jing Ke, Yijin Zhou, Yiqing Shen, Yi Guo, Ning Liu, Xiaodan Han, Dinggang Shen
- Medical Image Anal. 2025
- Readers: Everyone
Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
Tengchuan Kou, Xiaohong Liu, Zicheng Zhang, Chunyi Li, Haoning Wu, Xiongkuo Min, Guangtao Zhai, Ning Liu
- MM2024 Oral
- Readers: Everyone
Autoregressive Enzyme Function Prediction with Multi-scale Multi-modality Fusion
Dingyi Rong, Wenzhuo Zheng, Bozitao Zhong, Zhouhan Lin, Liang Hong, Ning Liu
- CoRR 2024
- Readers: Everyone
Optimizing Projection-Based Point Cloud Quality Assessment with Human Preferred Viewpoints Selection
Zicheng Zhang, Yu Fan, Wei Sun, Xiongkuo Min, Xiaohong Liu, Chunyi Li, Haoning Wu, Weisi Lin, Ning Liu, Guangtao Zhai
- ICME 2024
- Readers: Everyone
Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
Tengchuan Kou, Xiaohong Liu, Zicheng Zhang, Chunyi Li, Haoning Wu, Xiongkuo Min, Guangtao Zhai, Ning Liu
- CoRR 2024
- Readers: Everyone

View all 34 publications

Co-Authors

View all 94 co-authors