Yunbei Zhang

30 papers A* 5A 2Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agents in the Wild: Safety, Society, and the Illusion of Sociality on Moltbook.
CoRR
Yunbei Zhang, Kai Mei, Ming Liu, Janet Wang, Dimitris N. Metaxas, Xiao Wang, Jihun Hamm, Yingqiang Ge
2026 J jnl
Not All Directions Matter: Toward Structured and Task-Aware Low-Rank Adaptation.
CoRR
Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu
2026 J jnl
Prompt-based Adaptation in Large-scale Vision Models: A Survey.
Trans. Mach. Learn. Res.
Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han
2026 J jnl
Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness.
CoRR
Xin Hu, Haomiao Ni, Yunbei Zhang, Jihun Hamm, Zechen Li, Zhengming Ding
2026 J jnl
Visual Exclusivity Attacks: Automatic Multimodal Red Teaming via Agentic Planning.
CoRR
Yunbei Zhang, Yingqiang Ge, Weijie Xu, Yuhui Xu, Jihun Hamm, Chandan K. Reddy
2026 J jnl
Wan-R1: Verifiable-Reinforcement Learning for Video Reasoning.
CoRR
Ming Liu, Yunbei Zhang, Shilong Liu, Liwen Wang, Wensheng Zhang
2025 J jnl
CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models.
CoRR
Zhuxuanzi Wang, Mingqiao Mo, Xi Xiao, Chen Liu, Chenrui Ma, Yunbei Zhang, Xiao Wang, Smita Krishnaswamy, Tianyang Wang
2025 A* conf
DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation.
ICML
Yunbei Zhang, Akshay Mehra, Shuaicheng Niu, Jihun Hamm
2025 J jnl
Describe Anything in Medical Images.
CoRR
Xi Xiao, Yunbei Zhang, Thanh-Huy Nguyen, Ba Thinh Lam, Janet Wang, Lin Zhao, Jihun Hamm, Tianyang Wang, Xingjian Li, Xiao Wang, Hao Xu, Tianming Liu, Min Xu
2025 J jnl
Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback.
CoRR
Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm
2025 A conf
OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation.
WACV
Yunbei Zhang, Akshay Mehra, Jihun Hamm
2025 J jnl
Prompt-based Adaptation in Large-scale Vision Models: A Survey.
CoRR
Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han
2025 J jnl
RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding.
CoRR
Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang
2025 A* conf
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation.
USENIX Security Symposium
Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm
2025 J jnl
SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation.
CoRR
Yunsung Chung, Yunbei Zhang, Nassir Marrouche, Jihun Hamm
2025 A* conf
Visual Instance-aware Prompt Tuning.
ACM Multimedia
Xi Xiao, Yunbei Zhang, Xingjian Li, Tianyang Wang, Xiao Wang, Yuxiang Wei, Jihun Hamm, Min Xu
2025 J jnl
Visual Instance-aware Prompt Tuning.
CoRR
Xi Xiao, Yunbei Zhang, Xingjian Li, Tianyang Wang, Xiao Wang, Yuxiang Wei, Jihun Hamm, Min Xu
2025 J jnl
Visual Variational Autoencoder Prompt Tuning.
CoRR
Xi Xiao, Yunbei Zhang, Yanshuh Li, Xingjian Li, Tianyang Wang, Jihun Hamm, Xiao Wang, Min Xu
2025 A* conf
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases.
ACM Multimedia
Janet Wang, Xin Hu, Yunbei Zhang, Diabate Almamy, Vagamon Bamba, Konan Amos Sébastien Koffi, Koffi Aubin Yao, Zhengming Ding, Jihun Hamm, Rie Roselyne Yotsu
2025 J jnl
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases.
CoRR
Janet Wang, Xin Hu, Yunbei Zhang, Diabate Almamy, Vagamon Bamba, Konan Amos Sébastien Koffi, Koffi Aubin Yao, Zhengming Ding, Jihun Hamm, Rie Roselyne Yotsu
2024 — conf
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation.
CVPR Workshops
Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm
2024 J jnl
Dynamic Domains, Dynamic Solutions: DPCore for Continual Test-Time Adaptation.
CoRR
Yunbei Zhang, Akshay Mehra, Jihun Hamm
2024 J jnl
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation.
CoRR
Yunbei Zhang, Akshay Mehra, Jihun Hamm
2024 A conf
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization.
WACV
Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm
2024 — conf
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport.
CVPR Workshops
Akshay Mehra, Yunbei Zhang, Jihun Hamm
2024 J jnl
Test-time Assessment of a Model's Performance on Unseen Domains via Optimal Transport.
CoRR
Akshay Mehra, Yunbei Zhang, Jihun Hamm
2024 A* conf
Understanding the Transferability of Representations via Task-Relatedness.
NeurIPS
Akshay Mehra, Yunbei Zhang, Jihun Hamm
2023 J jnl
Analysis of Task Transferability in Large Pre-trained Classifiers.
CoRR
Akshay Mehra, Yunbei Zhang, Jihun Hamm
2023 J jnl
Can Domain Adaptation Improve Accuracy and Fairness of Skin Lesion Classification?
CoRR
Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm
2023 J jnl
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization.
CoRR
Akshay Mehra, Yunbei Zhang, Bhavya Kailkhura, Jihun Hamm