Jizhou Han

PhD student, College of Artificial Intelligence, Xi'an Jiaotong University

Joined

March 2024

Names

Jizhou Han (Preferred)

Emails

****@stu.xjtu.edu.cn (Confirmed)

,

****@qq.com (Confirmed)

Personal Links

Career & Education History

PhD student

College of Artificial Intelligence, Xi'an Jiaotong University (xjtu.edu.cn)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2028

Expertise

Few-Shot Class-Incremental Learning

2023 – 2028

Generalized Category Discovery

2023 – 2027

Publications

VDC-Agent: When Video Detailed Captioners Evolve Themselves via Agentic Self-Reflection
Qiang Wang, Xinyuan Gao, Songlin Dong, Jizhou Han, Jiangyang Li, Yuhang He, Yihong Gong
- CoRR 2025
- Readers: Everyone
REORIENTING THE FROZEN SPACE: TRAINING-FREE TEST-TIME ADAPTATION BY GEOMETRIC TRANSFORMATION
Chenhao Ding, Jizhou Han, SongLin Dong, Xinyuan Gao, Xiang Song, Yuhang He, Zhiheng Ma, Yihong Gong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Unleashing the Power of Neural Collapse: Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
Jizhou Han, Shaokun Wang, Yuhang He, Chenhao Ding, Qiang Wang, Xinyuan Gao, Songlin Dong, Yihong Gong
- CoRR 2025
- Readers: Everyone
Unleashing the Potential of All Test Samples: Mean-Shift Guided Test-Time Adaptation
Jizhou Han, Chenhao Ding, Songlin Dong, Yuhang He, Xinyuan Gao, Yihong Gong
- CoRR 2025
- Readers: Everyone
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
Jizhou Han, Shaokun Wang, Yuhang He, Chenhao Ding, Qiang Wang, Xinyuan Gao, SongLin Dong, Yihong Gong
- NeurIPS 2025 poster
- Readers: Everyone
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need
Qiang Wang, Xiang Song, Yuhang He, Jizhou Han, Chenhao Ding, Xinyuan Gao, Yihong Gong
- CoRR 2025
- Readers: Everyone
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models
Songlin Dong, Chenhao Ding, Jiangyang Li, Jizhou Han, Qiang Wang, Yuhang He, Yihong Gong
- CoRR 2025
- Readers: Everyone
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype
Qiang Wang, Yuhang He, Songlin Dong, Xiang Song, Jizhou Han, Haoyu Luo, Yihong Gong
- CoRR 2025
- Readers: Everyone
Learn by Reasoning: Analogical Weight Generation for Few-Shot Class-Incremental Learning
Jizhou Han, Chenhao Ding, Yuhang He, Songlin Dong, Qiang Wang, Xinyuan Gao, Yihong Gong
- CoRR 2025
- Readers: Everyone

View all 12 publications

Co-Authors