Zhongnian Li

Joined

December 2019

Names

Zhongnian Li (Preferred)

Emails

****@163.com (Confirmed)

,

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

Personal Links

Career & Education History

Lecturer

College of Computer Science and Technology, China University of Mining Technology - Xuzhou (cumt.edu.cn)

2021 – 2025

PhD student

Nanjing University of Aeronautics and Astronautics (nuaa.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2017 – 2021

Expertise

Machine Learning

2021 – 2025

Publications

Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification
Ming-Kun Xie, Zhiqiang Kou, Zhongnian Li, Gang Niu, Masashi Sugiyama
- ICLR 2026 Poster
- Readers: Everyone
Are Large Vision-Language Models Good Annotators for Image Tagging?
Ming-Kun Xie, Jia-Hao Xiao, Zhiqiang Kou, Zhongnian Li, Gang Niu, Masashi Sugiyama
- Submitted to ICLR 2026
- Readers: Everyone
Learning from Aggregate-Masked Labels
Xinzheng Xu, Yixin Xu, Meng Wei, Mengting Xu, Ridong Han, Hongguang Yuan, Zhongnian Li
- Submitted to ICLR 2026
- Readers: Everyone
USimUL: Closing the Privacy Gap in Similarity-Based Weakly Supervised Learning
Meng Wei, Zhongnian Li, Peng Ying, Xinzheng Xu
- Submitted to ICLR 2026
- Readers: Everyone
Leveraging Human Collaboration: Learning from Human-Verified Labels
Zhongnian Li, Shi Xu, Mengting Xu, Meng Wei, Lan Chen, Xinzheng Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Preventing Privacy Leakage in Vision-Language Models: A Secure Framework for Large-Scale Image Classification
Meng Wei, Zhongnian Li, Shi Xu, Peng Ying, Xinzheng Xu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning from True-False Labels via Multi-modal Prompt Retrieving
Zhongnian Li, Jinghao Xu, Peng Ying, Meng Wei, Xinzheng Xu
- ICML 2025 poster
- Readers: Everyone
Learning from Concealed Labels
Zhongnian Li, Meng Wei, Peng Ying, Tongfeng Sun, Xinzheng Xu
- MM2024 Poster
- Readers: Everyone
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction.
Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Co-Authors