Zekai Chen

According to our database, Zekai Chen authored at least 31 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Rethinking Robust Multivariate Time Series Anomaly Detection: A Hierarchical Spatio-Temporal Variational Perspective.

Xiao Zhang, Shuqing Xu, Huashan Chen, Zekai Chen, Fuzhen Zhuang, Hui Xiong, Dongxiao Yu

IEEE Trans. Knowl. Data Eng., December, 2024

FlexFL: Heterogeneous Federated Learning via APoZ-Guided Flexible Pruning in Uncertain Scenarios.

Zekai Chen, Chentao Jia, Ming Hu, Xiaofei Xie, Anran Li, Mingsong Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Privacy-Enhancing and Robust Backdoor Defense for Federated Learning on Heterogeneous Data.

Zekai Chen, Shengxing Yu, Mingyuan Fan, Ximeng Liu, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2024

Lightweight Privacy-Preserving Cross-Cluster Federated Learning With Heterogeneous Data.

Zekai Chen, Shengxing Yu, Farong Chen, Fuyi Wang, Ximeng Liu, Robert H. Deng

IEEE Trans. Inf. Forensics Secur., 2024

On the generalized Fibonacci sequences of polynomials over finite fields.

Zekai Chen, Min Sha, Chen Wei

Finite Fields Their Appl., 2024

Advancing High Resolution Vision-Language Models in Biomedicine.

Zekai Chen, Arda Pekis, Kevin Brown

CoRR, 2024

Differentially Private Fine-Tuning of Diffusion Models.

Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse

CoRR, 2024

Online Personalizing White-box LLMs Generation with Neural Bandits.

Zekai Chen, Weeden Daniel, Po-Yu Chen, Francois Buet-Golfouse

CoRR, 2024

FedCL: Detecting Backdoor Attacks in Federated Learning with Confidence Levels.

Jinhe Long, Zekai Chen, Fuyi Wang, Jianping Cai, Ximeng Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Online Personalizing White-box LLMs Generation with Neural Bandits.

Zekai Chen, Po-Yu Chen, Francois Buet-Golfouse

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems.

Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

CryptGraph: An Efficient Privacy-Enhancing Solution for Accurate Shortest Path Retrieval in Cloud Environments.

Fuyi Wang, Zekai Chen, Lei Pan, Leo Yu Zhang, Jianying Zhou

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

FedHAR: Semi-Supervised Online Learning for Personalized Federated Human Activity Recognition.

Hongzheng Yu, Zekai Chen, Xiao Zhang, Xu Chen, Fuzhen Zhuang, Hui Xiong, Xiuzhen Cheng

IEEE Trans. Mob. Comput., June, 2023

Physical-priors-guided DehazeFormer.

Hao Zhou, Zekai Chen, Yun Liu, Yongpan Sheng, Wenqi Ren, Hailing Xiong

Knowl. Based Syst., April, 2023

Malware-on-the-Brain: Illuminating Malware Byte Codes With Images for Malware Classification.

Fangtian Zhong, Zekai Chen, Minghui Xu, Guoming Zhang, Dongxiao Yu, Xiuzhen Cheng

IEEE Trans. Computers, February, 2023

Language Models are Few-shot Learners for Prognostic Prediction.

Zekai Chen, Mariann Micsinai Balan, Kevin Brown

CoRR, 2023

Masked Image Modeling Advances 3D Medical Image Analysis.

Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Kevin Brown

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Exploring the National First-Class Specialty Construction of Pharmaceutical Engineering Under the Background of "New Engineering" Project.

Zhenhua Chen, Zekai Chen, Liangliang Zhou, Pengwu Zheng, Yuyu Xu

Proceedings of the Modern Management Based on Big Data IV, 2023

Fedward: Flexible Federated Backdoor Defense Framework with Non-IID Data.

Zekai Chen, Fuyi Wang, Zhiwei Zheng, Ximeng Liu, Yujie Lin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

FedCML: Federated Clustering Mutual Learning with non-IID Data.

Zekai Chen, Fuyi Wang, Shengxing Yu, Ximeng Liu, Zhiwei Zheng

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

Reimagining Public Utilities through AI-Driven User-Centric Multimodal Interaction: A Case Study on the Lighthouse System.

Yueze Zhang, Zheng Zeng, Tianrui Wang, Zekai Chen, Ping Chen

Proceedings of the Eleventh International Symposium of Chinese CHI, 2023

Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy.

Zekai Chen, Mariann Micsinai Balan, Kevin Brown

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Learning Graph Structures With Transformer for Multivariate Time-Series Anomaly Detection in IoT.

Zekai Chen, Dingshuo Chen, Xiao Zhang, Zixuan Yuan, Xiuzhen Cheng

IEEE Internet Things J., 2022

Masked Image Modeling Advances 3D Medical Image Analysis.

Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown

CoRR, 2022

EdgeViT: Efficient Visual Modeling for Edge Computing.

Zekai Chen, Fangtian Zhong, Qi Luo, Xiao Zhang, Yanwei Zheng

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Federated Community Detection in Social Networks.

Zhiwei Zheng, Zekai Chen, Ximeng Liu, Nan Jiang

Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022

ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition.

Zekai Chen, Xiao Zhang, Xiuzhen Cheng

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

ASM2TV: An Adaptive Semi-Supervised Multi-Task Multi-View Learning Framework.

Zekai Chen, Maiwang Shi, Xiao Zhang, Haochao Ying

CoRR, 2021

DCAP: Deep Cross Attentional Product Network for User Response Prediction.

Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Single- and Two-Phase Open-Circuit Fault Tolerant Control for Dual Three-Phase PM Motor Without Phase Shifting.

Zhuohang Li, Lijian Wu, Zekai Chen, Yang Shi, Lin Qiu, Youtong Fang

IEEE Access, 2020

Multi-Task Time Series Forecasting With Shared Attention.

Zekai Chen, Jiaze E, Xiao Zhang, Hao Sheng, Xiuzheng Cheng

Proceedings of the 20th International Conference on Data Mining Workshops, 2020