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2020 – today
- 2026
[c15]Hanlin Cai
, Junfei Zhan, Zheng Lin, Xinyi Cai:
Poster: Graph Learning-based Update Manipulation Attack on Federated Fine-Tuning of LLMs over Wireless Networks. MobiSys Companion 2026: 27-28- 2025
- [j9]Ting Peng, Ying Lin, Xin Xu, Jiaqi Li, Miaoshuang Liu, Chaowei Zhang, Xiaohui Liao, Xiaoshan Ji, Zhongmeng Xiong, Zhuoyang Gu, Xinyi Cai, Tianli Tao, Yajuan Zhang, Lixuan Zhu, Deyi Zhuang, Xianghui Huang, Man Xiong, Peng Zhang, Jungang Liu, Guoqiang Cheng:
Assessing neonatal brain glymphatic system development using diffusion tensor imaging along the perivascular space and choroid plexus volume. BMC Medical Imaging 25(1): 126 (2025) - [j8]Xinyi Cai, Pei-Wei Tsai, Youwen Zhang, Jiao Tian, Kai Zhang, Ke Yu, Hongwang Xiao, Jinjun Chen:
A centroid-based fine-tuning method for out-of-scope classification. Neurocomputing 650: 130828 (2025) - [j7]Hanyue Mo, Ziwen Kuang, Haoxuan Wang, Xinyi Cai, Kun Cheng:
Enhancing Burn Diagnosis through SE-ResNet18 and Confidence Filtering. J. Imaging Inform. Medicine 39(1): 639-654 (2025) - [j6]Kai Zhang, Pei-Wei Tsai, Jiao Tian, Wenyu Zhao, Ke Yu, Hongwang Xiao, Xinyi Cai, Longxiang Gao, Jinjun Chen:
DPNM: A Differential Private Notary Mechanism for Privacy Preservation in Cross-Chain Transactions. IEEE Trans. Inf. Forensics Secur. 20: 2224-2236 (2025) - [j5]Ruonan Zhang, Haitao Qian, Jianfeng Ma, Ning Xi, Xinyi Cai, Bin Li, Dawei Wei:
Semantic Communication and Security Over Cloud-Network-End Infrastructure: An Effective Architecture for Intelligent Mobile Systems. IEEE Veh. Technol. Mag. 20(4): 104-113 (2025) - [c14]Xinyi Cai, Daosen Zhai, Ruonan Zhang, Jianfeng Ma, Ning Xi, Haotong Cao, Wael Bazzi, Shahid Mumtaz:
Task-Oriented Resource Allocation for Image Semantic Communication in Cloud-Network-End Architecture. GLOBECOM 2025: 1712-1717 - [c13]Haowen Deng, Zihao Zhu, Kaidong Wang, Xinyi Cai, Yitian Tao, Haifeng Tang, Zuozhen Lan, Lin Zhang, Mingwen Yang, Jungang Liu, Jiayu Zhu, Han Zhang:
MoAR-Diff: Controlled Diffusion Model for Infant Brain MR Motion Artifact Reduction. ISBI 2025: 1-4 - [c12]Yu Fang, Honglin Xiong, Jiawei Huang, Xin Wang, Zhenrong Shen, Feihong Liu, Xinyi Cai, Han Zhang, Qian Wang:
Longitudinal Image Synthesis for Early Brain Development with Age Awareness. ISBI 2025: 1-5 - [c11]Haifeng Tang, Luoyu Wang, Gaofeng Wu, Xinyi Cai, Rui Zhou, Yan Liang, Xiaoshu Luo, Weijia Zhang, Han Zhang:
Dynamic Gradient Modulation for Enhanced Resting-State FMRI Denoising. ISBI 2025: 1-4 - [c10]Gaofeng Wu, Weijia Zhang, Zihao Zhu, Xinyi Cai, Yuxuan Hu, Tianli Tao, Luoyu Wang, Yitian Tao, Haifeng Tang, Han Zhang:
Predicting Future Cognitive Development Using Past Brain FMRI with Spatiotemporal Graph Transformers Guided by Prior Information. ISBI 2025: 1-4 - [i5]Xinyi Cai:
Fine-Grained Evaluation for Implicit Discourse Relation Recognition. CoRR abs/2503.05326 (2025) - 2024
- [j4]Kai Zhang, Pei-Wei Tsai, Jiao Tian, Wenyu Zhao, Xinyi Cai, Longxiang Gao, Jinjun Chen:
Towards Privacy in Decentralized IoT: A Blockchain-Based Dual Response DP Mechanism. Big Data Min. Anal. 7(3): 699-717 (2024) - [j3]Jie Liu, Xinyi Cai, Yixuan Liu, Zhenlin Sun, Guangmin Sun:
Closed-loop high precision human tissue temperature measurements using a joint forward and inverse method. Biomed. Signal Process. Control. 93: 106196 (2024) - [j2]Jiao Tian, Pei-Wei Tsai, Kai Zhang, Xinyi Cai, Hongwang Xiao, Ke Yu, Wenyu Zhao, Jinjun Chen:
Synergetic Focal Loss for Imbalanced Classification in Federated XGBoost. IEEE Trans. Artif. Intell. 5(2): 647-660 (2024) - [c9]Lianghu Guo, Tianli Tao, Xinyi Cai, Zihao Zhu, Jiawei Huang, Lixuan Zhu, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Yan Liang, Qing Yang, Dinggang Shen, Han Zhang:
Cas-DiffCom: Cascaded Diffusion Model for Infant Longitudinal Super-Resolution 3D Medical Image Completion. ISBI 2024: 1-4 - [c8]Zhongrui Huang, Caiwen Jiang, Jinchen Gu, Xinyi Cai, Han Zhang, Feihong Liu, Dinggang Shen:
Accelerating DWI Data Acquisition: Reconstruction Using Graph-Driven Denoising Diffusion Probabilistic Model. ISBI 2024: 1-5 - [c7]Zihao Zhu, Tianli Tao, Yitian Tao, Haowen Deng, Xinyi Cai, Gaofeng Wu, Kaidong Wang, Haifeng Tang, Lixuan Zhu, Zhuoyang Gu, Dinggang Shen, Han Zhang:
LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion. MICCAI (2) 2024: 249-258 - [i4]Lianghu Guo, Tianli Tao, Xinyi Cai, Zihao Zhu, Jiawei Huang, Lixuan Zhu, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Yan Liang, Qing Yang, Dinggang Shen, Han Zhang:
Cas-DiffCom: Cascaded diffusion model for infant longitudinal super-resolution 3D medical image completion. CoRR abs/2402.13776 (2024) - [i3]Zihao Zhu, Tianli Tao, Yitian Tao, Haowen Deng, Xinyi Cai, Gaofeng Wu, Kaidong Wang, Haifeng Tang, Lixuan Zhu, Zhuoyang Gu, Jiawei Huang, Dinggang Shen, Han Zhang:
LoCI-DiffCom: Longitudinal Consistency-Informed Diffusion Model for 3D Infant Brain Image Completion. CoRR abs/2405.10691 (2024) - [i2]Chuqiao Song, Shunzhang Chen, Xinyi Cai, Hao Chen:
Sentiment Analysis of Spanish Political Party Tweets Using Pre-trained Language Models. CoRR abs/2411.04862 (2024) - 2023
- [c6]Xinyi Cai, Pei-Wei Tsai, Jiao Tian, Kai Zhang, Jinjun Chen:
A Label Distribution for Few-shot In-domain Out-of-Scope Detection. ICDM (Workshops) 2023: 281-287 - [c5]Tianli Tao, Jiawei Huang, Feihong Liu, Mianxin Liu, Liang-hu Guo, Xinyi Cai, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Lixuan Zhu, Qing Yang, Dinggang Shen, Han Zhang:
Regionalized Infant Brain Cortical Development Based on Multi-view, High-Level fMRI Fingerprint. MLMI@MICCAI (2) 2023: 467-475 - 2022
- [j1]Hongwang Xiao, Yun Yang, Ke Yu, Jiao Tian, Xinyi Cai, Muhammad Usman, Jinjun Chen:
Sign language digits and alphabets recognition by capsule networks. J. Ambient Intell. Humaniz. Comput. 13(4): 2131-2141 (2022) - [c4]Xinyi Cai, Jiao Tian, Ke Yu, Hongwang Xiao, Kai Zhang, Pei-Wei Tsai:
Zero-shot Topic Classification via Automatic Tagging on Chinese Text Datasets. ISPA/BDCloud/SocialCom/SustainCom 2022: 482-488 - [c3]Jiao Tian, Xinyi Cai, Kai Zhang, Hongwang Xiao, Ke Yu, Pei-Wei Tsai:
Sliding Focal Loss for Class Imbalance Classification in Federated XGBoost. ISPA/BDCloud/SocialCom/SustainCom 2022: 515-522 - 2021
- [c2]Hongwang Xiao, Yun Yang, Ke Yu, Jiao Tian, Xinyi Cai, Ying Zhao, Kai Zhang, Na Guo, Jinjun Chen:
Recognizing Hand Gesture in Still Infrared Images by CapsNet. WISE (1) 2021: 158-172 - 2020
- [c1]Wanqiu Long, Xinyi Cai, James E. M. Reid, Bonnie Webber, Deyi Xiong:
Shallow Discourse Annotation for Chinese TED Talks. LREC 2020: 1025-1032 - [i1]Wanqiu Long, Xinyi Cai, James E. M. Reid, Bonnie Webber, Deyi Xiong:
Shallow Discourse Annotation for Chinese TED Talks. CoRR abs/2003.04032 (2020)
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