Kai Zhang - RankMe

59 papers A* 1C 4Journal 43Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Integrated Automatic Framework for Super-Resolution Reconstruction of Motion-Corrupted Fetal Brain MRI With Prior Anatomical Knowledge. IEEE Trans. Biomed. Eng. Shijie Huang, Kaicong Sun, Kai Zhang, Lingnan Kong, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen
2026	J	`jnl`	Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-Based Drug Design. CoRR Kangyu Zheng, Kai Zhang, Jiale Tan, Xuehan Chen, Yingzhou Lu, Zaixi Zhang, Lichao Sun, Marinka Zitnik, Tianfan Fu, Zhiding Liang
2026	J	`jnl`	Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-Based Drug Design. Trans. Mach. Learn. Res. Kangyu Zheng, Kai Zhang, Jiale Tan, Xuehan Chen, Yingzhou Lu, Zaixi Zhang, Lichao Sun, Marinka Zitnik, Tianfan Fu, Zhiding Liang
2026	J	`jnl`	RankLLM: Weighted Ranking of LLMs by Quantifying Question Difficulty. CoRR Ziqian Zhang, Xingjian Hu, Yue Huang, Kai Zhang, Ruoxi Chen, Yixin Liu, Qingsong Wen, Kaidi Xu, Xiangliang Zhang, Neil Zhenqiang Gong, Lichao Sun
2026	J	`jnl`	Semi-supervised Fetal Brain Parcellation via Hierarchical Learning Framework. Medical Image Anal. Shijie Huang, Kai Zhang, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen
2025	J	`jnl`	A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT. Int. J. Mach. Learn. Cybern. Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun
2025	—	`conf`	Brain-Heart-Gut Guided Multi-constraint Knowledge Distillation for Early Alzheimer's Disease Diagnosis. MICCAI (15) Fan Li, Shilun Zhao, Shuwei Bai, Yuxiao Liu, Kai Zhang, Yin Xu, Ya Zhang, Kaicong Sun, Dinggang Shen
2025	—	`conf`	Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction. PIPPI@MICCAI Kai Zhang, Dan Hu, Kaibo Tang, Xiuyu Dong, Shijie Huang, Sheng-Che Hung, He Zhang, Zhengwang Wu, Weili Lin, Dinggang Shen, Gang Li
2025	J	`jnl`	Development-Driven Diffusion Model for Longitudinal Prediction of Fetal Brain MRI With Unpaired Data. IEEE Trans. Medical Imaging Kai Zhang, Geng Chen, Shijie Huang, Fangmei Zhu, Zhongxiang Ding, Dinggang Shen
2025	—	`conf`	EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation. IJCNLP-AACL (Short Papers) Kai Zhang, Christopher Malon, Lichao Sun, Martin Renqiang Min
2025	J	`jnl`	EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation. CoRR Kai Zhang, Christopher Malon, Lichao Sun, Martin Renqiang Min
2025	J	`jnl`	RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows. CoRR Kai Zhang, Corey D. Barrett, Jangwon Kim, Lichao Sun, Tara Taghavi, Krishnaram Kenthapadi
2025	J	`jnl`	RadFabric: Agentic AI System with Reasoning Capability for Radiology. CoRR Wenting Chen, Yi Dong, Zhaojun Ding, Yucheng Shi, Yifan Zhou, Fang Zeng, Yijun Luo, Tianyu Lin, Yihang Su, Yichen Wu, Kai Zhang, Zhen Xiang, Tianming Liu, Ninghao Liu, Lichao Sun, Yixuan Yuan, Xiang Li
2025	J	`jnl`	Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation. CoRR Yun-Wei Chu, Kai Zhang, Christopher Malon, Martin Renqiang Min
2025	J	`jnl`	Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning. CoRR Cheng Peng, Kai Zhang, Mengxian Lyu, Hongfang Liu, Lichao Sun, Yonghui Wu
2025	J	`jnl`	Scaling up biomedical vision-language models: Fine-tuning, instruction tuning, and multi-modal learning. J. Biomed. Informatics Cheng Peng, Kai Zhang, Mengxian Lyu, Hongfang Liu, Lichao Sun, Yonghui Wu
2025	J	`jnl`	Secure Embedding Aggregation for Cross-Silo Federated Representation Learning. IEEE Trans. Inf. Forensics Secur. Songze Li, Jiaxiang Tang, Jinbao Zhu, Kai Zhang, Lichao Sun, Changyu Dong
2024	J	`jnl`	Biomedical SAM 2: Segment Anything in Biomedical Images and Videos. CoRR Zhiling Yan, Weixiang Sun, Rong Zhou, Zhengqing Yuan, Kai Zhang, Yiwei Li, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun
2024	J	`jnl`	ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement. CoRR Eashan Adhikarla, Kai Zhang, John W. Nicholson, Brian D. Davison
2024	A*	`conf`	FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He
2024	—	`conf`	Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective. PIPPI@MICCAI Kai Zhang, Shijie Huang, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen
2024	J	`jnl`	Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models. CoRR Yixin Liu, Kai Zhang, Yuan Li, Zhiling Yan, Chujie Gao, Ruoxi Chen, Zhengqing Yuan, Yue Huang, Hanchi Sun, Jianfeng Gao, Lifang He, Lichao Sun
2024	—	`conf`	Super-Resolution of Diffusion-Weighted Images via TDI-Conditioned Diffusion Model. CDMRI@MICCAI Jiquan Ma, Yujun Teng, Geng Chen, Haotian Jiang, Kai Zhang, Feihong Liu, Islem Rekik, Dinggang Shen
2024	J	`jnl`	TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation. CoRR Rong Zhou, Zhengqing Yuan, Zhiling Yan, Weixiang Sun, Kai Zhang, Yiwei Li, Yanfang Ye, Xiang Li, Lifang He, Lichao Sun
2024	J	`jnl`	TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models. CoRR Mu Cai, Reuben Tan, Jianrui Zhang, Bocheng Zou, Kai Zhang, Feng Yao, Fangrui Zhu, Jing Gu, Yiwu Zhong, Yuzhang Shang, Yao Dou, Jaden Park, Jianfeng Gao, Yong Jae Lee, Jianwei Yang
2024	—	`conf`	Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss. PIPPI@MICCAI Shijie Huang, Kai Zhang, Jiawei Huang, Lingnan Kong, Fangmei Zhu, Zhongxiang Ding, Geng Chen, Dinggang Shen
2024	—	`conf`	Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement. ICPR (29) Eashan Adhikarla, Kai Zhang, Rosaura G. VidalMata, Manjushree B. Aithal, Nikhil Ambha Madhusudhana, John W. Nicholson, Lichao Sun, Brian D. Davison
2024	J	`jnl`	Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement. CoRR Eashan Adhikarla, Kai Zhang, Rosaura G. VidalMata, Manjushree B. Aithal, Nikhil Ambha Madhusudhana, John W. Nicholson, Lichao Sun, Brian D. Davison
2024	J	`jnl`	Unleashing the Power of Multi-Task Learning: A Comprehensive Survey Spanning Traditional, Deep, and Pretrained Foundation Model Eras. CoRR Jun Yu, Yutong Dai, Xiaokang Liu, Jin Huang, Yishan Shen, Ke Zhang, Rong Zhou, Eashan Adhikarla, Wenxuan Ye, Yixin Liu, Zhaoming Kong, Kai Zhang, Yilong Yin, Vinod Namboodiri, Brian D. Davison, Jason H. Moore, Yong Chen
2023	J	`jnl`	A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT. CoRR Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun
2023	J	`jnl`	Adversarial Attack and Defense on Graph Data: A Survey. IEEE Trans. Knowl. Data Eng. Lichao Sun, Yingtong Dou, Carl Yang, Kai Zhang, Ji Wang, Philip S. Yu, Lifang He, Bo Li
2023	J	`jnl`	Backdoor Attacks to Pre-trained Unified Foundation Models. CoRR Zenghui Yuan, Yixin Liu, Kai Zhang, Pan Zhou, Lichao Sun
2023	J	`jnl`	BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks. CoRR Kai Zhang, Jun Yu, Zhiling Yan, Yixin Liu, Eashan Adhikarla, Sunyang Fu, Xun Chen, Chen Chen, Yuyin Zhou, Xiang Li, Lifang He, Brian D. Davison, Quanzheng Li, Yong Chen, Hongfang Liu, Lichao Sun
2023	—	`conf`	Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images. MICCAI (7) Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen
2023	J	`jnl`	Evaluating Large Language Models for Radiology Natural Language Processing. CoRR Zhengliang Liu, Tianyang Zhong, Yiwei Li, Yutong Zhang, Yi Pan, Zihao Zhao, Peixin Dong, Chao Cao, Yuxiao Liu, Peng Shu, Yaonai Wei, Zihao Wu, Chong Ma, Jiaqi Wang, Sheng Wang, Mengyue Zhou, Zuowei Jiang, Chunlin Li, Jason Holmes, Shaochen Xu, Lu Zhang, Haixing Dai, Kai Zhang, Lin Zhao, Yuanhao Chen, Xu Liu, Peilong Wang, Pingkun Yan, Jun Liu, Bao Ge, Lichao Sun, Dajiang Zhu, Xiang Li, Wei Liu, Xiaoyan Cai, Xintao Hu, Xi Jiang, Shu Zhang, Xin Zhang, Tuo Zhang, Shijie Zhao, Quanzheng Li, Hongtu Zhu, Dinggang Shen, Tianming Liu
2023	J	`jnl`	FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs. CoRR Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr
2023	J	`jnl`	Holistic Evaluation of GPT-4V for Biomedical Imaging. CoRR Zhengliang Liu, Hanqi Jiang, Tianyang Zhong, Zihao Wu, Chong Ma, Yiwei Li, Xiaowei Yu, Yutong Zhang, Yi Pan, Peng Shu, Yanjun Lyu, Lu Zhang, Junjie Yao, Peixin Dong, Chao Cao, Zhenxiang Xiao, Jiaqi Wang, Huan Zhao, Shaochen Xu, Yaonai Wei, Jingyuan Chen, Haixing Dai, Peilong Wang, Hao He, Zewei Wang, Xinyu Wang, Xu Zhang, Lin Zhao, Yiheng Liu, Kai Zhang, Liheng Yan, Lichao Sun, Jun Liu, Ning Qiang, Bao Ge, Xiaoyan Cai, Shijie Zhao, Xintao Hu, Yixuan Yuan, Gang Li, Shu Zhang, Xin Zhang, Xi Jiang, Tuo Zhang, Dinggang Shen, Quanzheng Li, Wei Liu, Xiang Li, Dajiang Zhu, Tianming Liu
2023	J	`jnl`	Memory-adaptive Depth-wise Heterogenous Federated Learning. CoRR Kai Zhang, Yutong Dai, Hongyi Wang, Eric P. Xing, Xun Chen, Lichao Sun
2023	J	`jnl`	Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V. CoRR Zhiling Yan, Kai Zhang, Rong Zhou, Lifang He, Xiang Li, Lichao Sun
2023	J	`jnl`	Robust Computer Vision in an Ever-Changing World: A Survey of Techniques for Tackling Distribution Shifts. CoRR Eashan Adhikarla, Kai Zhang, Jun Yu, Lichao Sun, John W. Nicholson, Brian D. Davison
2023	J	`jnl`	Securing Biomedical Images from Unauthorized Training with Anti-Learning Perturbation. CoRR Yixin Liu, Haohui Ye, Kai Zhang, Lichao Sun
2022	—	`conf`	Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation. EMNLP (Findings) Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Xun Chen, Lichao Sun
2022	J	`jnl`	Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation. CoRR Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Lichao Sun
2022	J	`jnl`	Enabling the interpretability of pretrained venue representations using semantic categories. Knowl. Based Syst. Ning An, Meng Chen, Li Lian, Peng Li, Kai Zhang, Xiaohui Yu, Yilong Yin
2022	J	`jnl`	Fully Privacy-Preserving Federated Representation Learning via Secure Embedding Aggregation. CoRR Jiaxiang Tang, Jinbao Zhu, Songze Li, Kai Zhang, Lichao Sun
2022	J	`jnl`	Fully Privacy-Preserving Federated Representation Learning via Secure Embedding Aggregation. IACR Cryptol. ePrint Arch. Jiaxiang Tang, Jinbao Zhu, Songze Li, Kai Zhang, Lichao Sun
2022	J	`jnl`	Phased Flight Trajectory Prediction with Deep Learning. CoRR Kai Zhang, Bowen Chen
2022	J	`jnl`	Spatial-Temporal Graph Data Mining for IoT-Enabled Air Mobility Prediction. IEEE Internet Things J. Yushan Jiang, Shuteng Niu, Kai Zhang, Bowen Chen, Chengtao Xu, Dahai Liu, Houbing Song
2021	C	`conf`	Federated Variational Learning for Anomaly Detection in Multivariate Time Series. IPCCC Kai Zhang, Yushan Jiang, Lee Seversky, Chengtao Xu, Dahai Liu, Houbing Song
2021	J	`jnl`	Federated Variational Learning for Anomaly Detection in Multivariate Time Series. CoRR Kai Zhang, Yushan Jiang, Lee Seversky, Chengtao Xu, Dahai Liu, Houbing Song
2021	C	`conf`	Learning to Detect: A Data-driven Approach for Network Intrusion Detection. IPCCC Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang, Houbing Song
2021	J	`jnl`	Learning to Detect: A Data-driven Approach for Network Intrusion Detection. CoRR Zachary Tauscher, Yushan Jiang, Kai Zhang, Jian Wang, Houbing Song
2021	—	`conf`	Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency. ITSC Kai Zhang, Yupeng Yang, Chengtao Xu, Dahai Liu, Houbing Song
2021	J	`jnl`	Learning-to-Dispatch: Reinforcement Learning Based Flight Planning under Emergency. CoRR Kai Zhang, Yupeng Yang, Chengtao Xu, Dahai Liu, Houbing Song
2021	J	`jnl`	Spatio-Temporal Data Mining for Aviation Delay Prediction. CoRR Kai Zhang, Yushan Jiang, Dahai Liu, Houbing Song
2021	J	`jnl`	Weighted-Attribute Triplet Hashing for Large-Scale Similar Judicial Case Matching. Comput. Intell. Neurosci. Jiamin Li, Xingbo Liu, Xiushan Nie, Lele Ma, Peng Li, Kai Zhang, Yilong Yin
2020	C	`conf`	Spatio-Temporal Data Mining for Aviation Delay Prediction. IPCCC Kai Zhang, Yushan Jiang, Dahai Liu, Houbing Song
2020	C	`conf`	UAV Swarm Communication Aware Formation Control via Deep Q Network. IPCCC Chengtao Xu, Kai Zhang, Houbing Song
2016	—	`conf`	Applying Probabilistic Model Checking to Express Delivery Location Selection and Optimization. ICEBE Yonghua Zhu, Xiaoyi Xue, Kai Zhang, Shunyi Mao, Honghao Gao