Zhen Huang

33 papers A* 10Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs.
AAAI
Chenghao Sun, Zhen Huang, Yonggang Zhang, Xinmei Tian, Xu Shen, Jieping Ye
2026 A* conf
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text.
AAAI
Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou
2026 J jnl
PASS-Tr: PAtch-wise swin slice attention to leverage generalization of 2D large vision model to universal lesion detection.
Medical Image Anal.
Han Li, Jingsong Liu, Zhen Huang, Zhicheng Li, Xun Ma, Peter Schüffler, Nassir Navab, S. Kevin Zhou
2025 — conf
A Unified Framework for Few-Shot Medical Image Classification via Multi-agent Description Generation and Refined Contrastive Learning.
ICIC (28)
Shenghao Chen, Zhen Huang, Xiaoqian Zhou, S. Kevin Zhou
2025 J jnl
CASEMark: A hybrid model for robust anatomical landmark detection in multi-structure X-rays.
J. King Saud Univ. Comput. Inf. Sci.
Zhen Huang, Xiaoqian Zhou, Xu He, Yangbo Wei, Wenkai Yang, Suhua Wang, Xiaoxin Sun, Han Li
2025 — conf
Eliminating Ambiguities in One-Shot Medical Landmark Detection via Mask Drawing.
ICIC (5)
Xu He, Zhen Huang, Xiaoqian Zhou, S. Kevin Zhou
2025 J jnl
H3DE-Net: Efficient and Accurate 3D Landmark Detection in Medical Imaging.
CoRR
Zhen Huang, Ronghao Xu, Xiaoqian Zhou, Yangbo Wei, Suhua Wang, Xiaoxin Sun, Han Li, Qingsong Yao
2025 — conf
Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings.
ACL (1)
Chenghao Sun, Zhen Huang, Yonggang Zhang, Le Lu, Houqiang Li, Xinmei Tian, Xu Shen, Jieping Ye
2025 J jnl
Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection.
CoRR
Xu He, Zhen Huang, Qingsong Yao, Xiaoqian Zhou, S. Kevin Zhou
2025 J jnl
MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text.
CoRR
Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou
2025 — conf
PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation.
MICCAI (6)
Shenghao Chen, Zhen Huang, Xiaoqian Zhou, Han Li, Chunjiang Wang, Shaohua Kevin Zhou
2025 — conf
SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training.
MICCAI (5)
Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou
2025 J jnl
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training.
CoRR
Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou
2025 — conf
U-RWKV: Lightweight Medical Image Segmentation with Direction-Adaptive RWKV.
MICCAI (11)
Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao, Minghao Bian, Shaohua Kevin Zhou
2025 J jnl
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV.
CoRR
Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao, Minghao Bian, S. Kevin Zhou
2025 — conf
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models.
ACL (1)
Wei Li, Zhen Huang, Houqiang Li, Le Lu, Yang Lu, Xinmei Tian, Xu Shen, Jieping Ye
2024 A* conf
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning.
ICML
Wei Chen, Zhen Huang, Liang Xie, Binbin Lin, Houqiang Li, Le Lu, Xinmei Tian, Deng Cai, Yonggang Zhang, Wenxiao Wang, Xu Shen, Jieping Ye
2024 J jnl
From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning.
CoRR
Wei Chen, Zhen Huang, Liang Xie, Binbin Lin, Houqiang Li, Le Lu, Xinmei Tian, Deng Cai, Yonggang Zhang, Wenxiao Wang, Xu Shen, Jieping Ye
2024 J jnl
HYATT-Net is Grand: A Hybrid Attention Network for Performant Anatomical Landmark Detection.
CoRR
Xiaoqian Zhou, Zhen Huang, Heqin Zhu, Qingsong Yao, S. Kevin Zhou
2024 A* conf
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding.
EMNLP
Wei Li, Zhen Huang, Xinmei Tian, Le Lu, Houqiang Li, Xu Shen, Jieping Ye
2024 J jnl
PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement.
Int. J. Comput. Assist. Radiol. Surg.
Zhen Huang, Han Li, Shitong Shao, Heqin Zhu, Huijie Hu, Zhiwei Cheng, Jianji Wang, S. Kevin Zhou
2023 J jnl
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models.
CoRR
Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, S. Kevin Zhou
2023 A* conf
Teaching What You Should Teach: A Data-Based Distillation Method.
IJCAI
Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang, Xinxiao Wu
2022 A* conf
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization.
CVPR
Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua
2022 A* conf
Exploring Fourier Prior for Single Image Rain Removal.
IJCAI
Xin Guo, Xueyang Fu, Man Zhou, Zhen Huang, Jialun Peng, Zheng-Jun Zha
2022 J jnl
Learning What You Should Learn.
CoRR
Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang, Xinxiao Wu
2022 J jnl
Toward Real-world Single Image Deraining: A New Benchmark and Beyond.
CoRR
Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao
2021 A* conf
3D Local Convolutional Neural Networks for Gait Recognition.
ICCV
Zhen Huang, Dixiu Xue, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua
2021 J jnl
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization.
CoRR
Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen
2021 A* conf
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework.
CVPR
Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua
2021 J jnl
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework.
CoRR
Zhen Huang, Xu Shen, Jun Xing, Tongliang Liu, Xinmei Tian, Houqiang Li, Bing Deng, Jianqiang Huang, Xian-Sheng Hua
2020 A* conf
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition.
ACM Multimedia
Zhen Huang, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua
2020 J jnl
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition.
CoRR
Zhen Huang, Xu Shen, Xinmei Tian, Houqiang Li, Jianqiang Huang, Xian-Sheng Hua