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Zekai Chen
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2020 – today
- 2024
- [j10]Zekai Chen, Min Sha, Chen Wei:
On the generalized Fibonacci sequences of polynomials over finite fields. Finite Fields Their Appl. 97: 102446 (2024) - [j9]Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen:
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(11): 4069-4080 (2024) - [j8]Zekai Chen, Shengxing Yu, Mingyuan Fan, Ximeng Liu, Robert H. Deng:
Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data. IEEE Trans. Inf. Forensics Secur. 19: 693-707 (2024) - [j7]Zekai Chen, Shengxing Yu, Farong Chen, Fuyi Wang, Ximeng Liu, Robert H. Deng:
Lightweight Privacy-Preserving Cross-Cluster Federated Learning With Heterogeneous Data. IEEE Trans. Inf. Forensics Secur. 19: 7404-7419 (2024) - [j6]Xiao Zhang, Shuqing Xu, Huashan Chen, Zekai Chen, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu:
Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective. IEEE Trans. Knowl. Data Eng. 36(12): 9136-9149 (2024) - [c15]Fuyi Wang, Zekai Chen, Lei Pan, Leo Yu Zhang, Jianying Zhou:
CryptGraph: An Efficient Privacy-Enhancing Solution for Accurate Shortest Path Retrieval in Cloud Environments. AsiaCCS 2024 - [c14]Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen:
AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. DAC 2024: 84:1-84:6 - [c13]Zekai Chen, Po-Yu Chen, Francois Buet-Golfouse:
Online Personalizing White-box LLMs Generation with Neural Bandits. ICAIF 2024: 711-718 - [c12]Jinhe Long, Zekai Chen, Fuyi Wang, Jianping Cai, Ximeng Liu:
FedCL: Detecting Backdoor Attacks in Federated Learning with Confidence Levels. ICME 2024: 1-6 - [i13]Zekai Chen, Weeden Daniel, Po-Yu Chen, Francois Buet-Golfouse:
Online Personalizing White-box LLMs Generation with Neural Bandits. CoRR abs/2404.16115 (2024) - [i12]Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse:
Differentially Private Fine-Tuning of Diffusion Models. CoRR abs/2406.01355 (2024) - [i11]Zekai Chen, Arda Pekis, Kevin Brown:
Advancing High Resolution Vision-Language Models in Biomedicine. CoRR abs/2406.09454 (2024) - [i10]Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen:
FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios. CoRR abs/2407.12729 (2024) - 2023
- [j5]Hao Zhou, Zekai Chen, Yun Liu, Yongpan Sheng, Wenqi Ren, Hailing Xiong:
Physical-priors-guided DehazeFormer. Knowl. Based Syst. 266: 110410 (2023) - [j4]Fangtian Zhong, Zekai Chen, Minghui Xu, Guoming Zhang, Dongxiao Yu, Xiuzhen Cheng:
Malware-on-the-Brain: Illuminating Malware Byte Codes With Images for Malware Classification. IEEE Trans. Computers 72(2): 438-451 (2023) - [j3]Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, Xiuzhen Cheng:
FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition. IEEE Trans. Mob. Comput. 22(6): 3318-3332 (2023) - [c11]Zekai Chen, Mariann Micsinai Balan, Kevin Brown:
Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy. ACL (industry) 2023: 332-340 - [c10]Yueze Zhang, Zheng Zeng, Tianrui Wang, Zekai Chen, Ping Chen:
Reimagining Public Utilities through AI-Driven User-Centric Multimodal Interaction: A Case Study on the Lighthouse System. CCHI 2023: 81-96 - [c9]Zekai Chen, Fuyi Wang, Shengxing Yu, Ximeng Liu, Zhiwei Zheng:
FedCML: Federated Clustering Mutual Learning with non-IID Data. Euro-Par 2023: 623-636 - [c8]Zekai Chen, Fuyi Wang, Zhiwei Zheng, Ximeng Liu, Yujie Lin:
Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data. ICME 2023: 348-353 - [c7]Zhenhua Chen, Zekai Chen, Liangliang Zhou, Pengwu Zheng, Yuyu Xu:
Exploring the National First-Class Specialty Construction of Pharmaceutical Engineering Under the Background of "New Engineering" Project. MMBD 2023: 455-462 - [c6]Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Kevin Brown:
Masked Image Modeling Advances 3D Medical Image Analysis. WACV 2023: 1969-1979 - [i9]Zekai Chen, Mariann Micsinai Balan, Kevin Brown:
Language Models are Few-shot Learners for Prognostic Prediction. CoRR abs/2302.12692 (2023) - [i8]Zekai Chen, Fuyi Wang, Zhiwei Zheng, Ximeng Liu, Yujie Lin:
Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data. CoRR abs/2307.00356 (2023) - [i7]Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen:
AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems. CoRR abs/2311.13166 (2023) - 2022
- [j2]Zekai Chen, Dingshuo Chen, Xiao Zhang, Zixuan Yuan, Xiuzhen Cheng:
Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT. IEEE Internet Things J. 9(12): 9179-9189 (2022) - [c5]Zekai Chen, Xiao Zhang, Xiuzhen Cheng:
ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition. AAAI 2022: 6342-6349 - [c4]Zhiwei Zheng, Zekai Chen, Ximeng Liu, Nan Jiang:
Federated Community Detection in Social Networks. ML4CS (2) 2022: 89-103 - [c3]Zekai Chen, Fangtian Zhong, Qi Luo, Xiao Zhang, Yanwei Zheng:
EdgeViT: Efficient Visual Modeling for Edge Computing. WASA (3) 2022: 393-405 - [i6]Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown:
Masked Image Modeling Advances 3D Medical Image Analysis. CoRR abs/2204.11716 (2022) - 2021
- [c2]Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng:
DCAP: Deep Cross Attentional Product Network for User Response Prediction. CIKM 2021: 221-230 - [i5]Zekai Chen, Jiaze E, Xiao Zhang, Hao Sheng, Xiuzheng Cheng:
Multi-Task Time Series Forecasting With Shared Attention. CoRR abs/2101.09645 (2021) - [i4]Zekai Chen, Dingshuo Chen, Zixuan Yuan, Xiuzhen Cheng, Xiao Zhang:
Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT. CoRR abs/2104.03466 (2021) - [i3]Zekai Chen, Maiwang Shi, Xiao Zhang, Haochao Ying:
ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework. CoRR abs/2105.08643 (2021) - [i2]Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng:
DCAP: Deep Cross Attentional Product Network for User Response Prediction. CoRR abs/2105.08649 (2021) - [i1]Fangtian Zhong, Zekai Chen, Minghui Xu, Guoming Zhang, Dongxiao Yu, Xiuzhen Cheng:
Malware-on-the-Brain: Illuminating Malware Byte Codes with Images for Malware Classification. CoRR abs/2108.04314 (2021) - 2020
- [j1]Zhuohang Li, Lijian Wu, Zekai Chen, Yang Shi, Lin Qiu, Youtong Fang:
Single- and Two-Phase Open-Circuit Fault Tolerant Control for Dual Three-Phase PM Motor Without Phase Shifting. IEEE Access 8: 171945-171955 (2020) - [c1]Zekai Chen, Jiaze E, Xiao Zhang, Hao Sheng, Xiuzheng Cheng:
Multi-Task Time Series Forecasting With Shared Attention. ICDM (Workshops) 2020: 917-925
Coauthor Index
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