Hongzheng Yang

21 papers A* 4Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models. AAAI Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu, Zekang Du, Mengyang Wu, Pingping Zhang, Kun Li, Hongzheng Yang, Wenao Ma, Jiaheng Wei, Qinbin Li, Kangcheng Liu, Wenqiang Lei
2025	A*	`conf`	AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment. EMNLP Kun Li, Lai Man Po, Hongzheng Yang, Xuyuan Xu, Kangcheng Liu, Yuzhi Zhao
2025	J	`jnl`	AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment. CoRR Kun Li, Lai-Man Po, Hongzheng Yang, Xuyuan Xu, Kangcheng Liu, Yuzhi Zhao
2025	J	`jnl`	Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring. CoRR Mingjie Xu, Andrew Estornell, Hongzheng Yang, Yuzhi Zhao, Zhaowei Zhu, Qi Xuan, Jiaheng Wei
2025	J	`jnl`	Does Representation Intervention Really Identify Desired Concepts and Elicit Alignment? CoRR Hongzheng Yang, Yongqiang Chen, Zeyu Qin, Tongliang Liu, Chaowei Xiao, Kun Zhang, Bo Han
2025	J	`jnl`	From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training. CoRR Donglai Xu, Hongzheng Yang, Yuzhi Zhao, Pingping Zhang, Jinpeng Chen, Wenao Ma, Zhijian Hou, Mengyang Wu, Xiaolei Li, Senkang Hu, Ziyi Guan, Jason Chun Lok Li, Lai Man Po
2025	A*	`conf`	SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. ICML Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace H. S. Ip, Sam Kwong
2025	J	`jnl`	SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning. CoRR Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace Ho-Shing Ip, Sam Kwong
2025	J	`jnl`	VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models. CoRR Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu, Zekang Du, Mengyang Wu, Pingping Zhang, Kun Li, Hongzheng Yang, Wenao Ma, Jiaheng Wei, Qinbin Li, Kangcheng Liu, Wenqiang Lei
2023	J	`jnl`	IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. IEEE Trans. Medical Imaging Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou
2023	A*	`conf`	Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization. NeurIPS Hongzheng Yang, Cheng Chen, Yueyao Chen, Markus Scheppach, Hon-Chi Yip, Qi Dou
2023	J	`jnl`	Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization. CoRR Hongzheng Yang, Cheng Chen, Yueyao Chen, Markus Scheppach, Hon-Chi Yip, Qi Dou
2022	J	`jnl`	DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. IEEE Trans. Medical Imaging Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou
2022	J	`jnl`	DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images. CoRR Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng-Ann Heng, Qi Dou
2022	—	`conf`	Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. MICCAI (3) Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022	J	`jnl`	Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance. CoRR Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou
2022	—	`conf`	Efficient Federated Tumor Segmentation via Parameter Distance Weighted Aggregation and Client Pruning. BrainLes@MICCAI (2) Meirui Jiang, Hongzheng Yang, Xiaofan Zhang, Shaoting Zhang, Qi Dou
2022	J	`jnl`	IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation. CoRR Meirui Jiang, Hongzheng Yang, Cheng Chen, Qi Dou
2021	—	`conf`	Efficient Federated Tumor Segmentation via Normalized Tensor Aggregation and Client Pruning. BrainLes@MICCAI (2) Youtan Yin, Hongzheng Yang, Quande Liu, Meirui Jiang, Cheng Chen, Qi Dou, Pheng-Ann Heng
2021	—	`conf`	Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. MICCAI (3) Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng
2021	J	`jnl`	Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. CoRR Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng