Zihan Chen

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 120

Top Venues

Publications

Zihan Chen, Jundong Li, Cong Shen
Personalized Federated Learning with Attention-Based Client Selection. ICASSP (2024)
Yi Pan, Jun-Jie Huang, Zihan Chen, Wentao Zhao, Ziyue Wang
SVASTIN: Sparse Video Adversarial Attack via Spatio-Temporal Invertible Neural Networks. CoRR (2024)
Zihan Chen, Guang Cheng, Zijun Wei, Dandan Niu, Nan Fu
Classify Traffic Rather Than Flow: Versatile Multi-Flow Encrypted Traffic Classification With Flow Clustering. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
The Role of Federated Learning in a Wireless World with Foundation Models. IEEE Wirel. Commun. 31 (3) (2024)
Jun-Jie Huang, Ziyue Wang, Tianrui Liu, Wenhan Luo, Zihan Chen, Wentao Zhao, Meng Wang
DeMPAA: Deployable Multi-Mini-Patch Adversarial Attack for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Peipeng Wang, Xiuguo Zhang, Zhiying Cao, Zihan Chen
MADMM: microservice system anomaly detection via multi-modal data and multi-feature extraction. Neural Comput. Appl. 36 (25) (2024)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
Unleashing Edgeless Federated Learning With Analog Transmissions. IEEE Trans. Signal Process. 72 (2024)
Zihan Chen, Yi Zhang
CA-GAN: the synthesis of Chinese art paintings using generative adversarial networks. Vis. Comput. 40 (8) (2024)
Zihan Chen, Song Wang, Cong Shen, Jundong Li
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning. CoRR (2024)
Zihan Chen, Haijiang Zhu, Yutong Liu, Xiaoyu Gao
MSCA-UNet: multi-scale channel attention-based UNet for segmentation of medical ultrasound images. Clust. Comput. 27 (5) (2024)
Zihan Chen, Tianrui Liu, Jun-Jie Huang, Wentao Zhao, Xing Bi, Meng Wang
Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography. ICASSP (2024)
Chenhao Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang, Tony Q. S. Quek, H. Vincent Poor
Adaptive Federated Learning Over the Air. CoRR (2024)
Zihan Chen, Song Wang, Cong Shen, Jundong Li
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning. ACL (Findings) (2024)
Xingbo Fu, Zihan Chen, Binchi Zhang, Chen Chen, Jundong Li
Federated Graph Learning with Structure Proxy Alignment. KDD (2024)
Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li
Safety in Graph Machine Learning: Threats and Safeguards. CoRR (2024)
Huimin Liu, Shanshan Wang, Tao Yang, Zihan Chen
Optimized transportation scheduling for precast concrete components considering heterogeneous vehicle-size matching. Adv. Eng. Informatics 62 (2024)
Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. ICLR (2024)
Defeng Sun, Lixin Tang, Roberto Baldacci, Zihan Chen
A Decomposition Method for the Group-Based Quay Crane Scheduling Problem. INFORMS J. Comput. 36 (2) (2024)
Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Jian Wu, Wanlu Liu, Joey Tianyi Zhou, Howard Hao Yang, Zuozhu Liu
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. CoRR (2024)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
Spectral Co-Distillation for Personalized Federated Learning. CoRR (2024)
Yutong Liu, Haijiang Zhu, Mengting Liu, Huaiyuan Yu, Zihan Chen, Jie Gao
Rolling-Unet: Revitalizing MLP's Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation. AAAI (2024)
Tingting Wang, Yewei Wang, Guangzheng Yu, Zihan Chen, Zhelin Li
Analysis and Validation on Multi-dimensional Assessment for Comfort of In-Ear Headphones. HCI (26) (2024)
Zihan Chen, Guangzheng Yu, Tingting Wang, Zhelin Li
A Study on the Force Comfort of Over-Ear Headphones Based on 3D Anthropometric Data. HCI (26) (2024)
Zihan Chen, Xiaolu Zeng, Xiaopeng Yang, Jiarong Zhao, Junbo Gong
High-Resolution Through-Wall Imaging Using Data Fusion and Reasoning. ICASSP (2024)
Zihan Chen, Jingyi Sun, Rong Liu, Feng Mai
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks. CoRR (2023)
Dandan Niu, Guang Cheng, Zihan Chen
TDS-KRFI: Reference Frame Identification for Live Web Streaming Toward HTTP Flash Video Protocol. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
Personalizing Federated Learning with Over-the-Air Computations. CoRR (2023)
Merlin Knaeble, Gabriel Sailer, Zihan Chen, Thorsten Schwarz, Kailun Yang, Mario Nadj, Rainer Stiefelhagen, Alexander Maedche
AutoChemplete - Making Chemical Structural Formulas Accessible. W4A (2023)
Jun Zheng, Yirong Pan, Shurui Jiang, Zihan Chen, Feng Yan
A Federated Learning and Deep Q-Network-Based Cooperative Resource Allocation Algorithm for Multi-Level Services in Mobile-Edge Computing Networks. IEEE Trans. Cogn. Commun. Netw. 9 (6) (2023)
Chenhao Wang, Zihan Chen, Howard H. Yang, Nikolaos Pappas
Adaptive Gradient Methods For Over-the-Air Federated Learning. SPAWC (2023)
Yuning Hu, Wei Wang, Wei Liu, Zihan Chen, Jie Zhou, Zhihong Fu
A Portable Tunnel Electromagnetic Impulse Shock Source. Sensors 23 (9) (2023)
Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. NeurIPS (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. CoRR (2023)
Yuhang Shan, Guang Cheng, Zihan Chen
Identifying Fine-Grained Douyin User Behaviors via Analyzing Encrypted Network Traffic. MSN (2023)
Ziyue Wang, Jun-Jie Huang, Tianrui Liu, Zihan Chen, Wentao Zhao, Xiao Liu, Yi Pan, Lin Liu
Multi-patch Adversarial Attack for Remote Sensing Image Classification. APWeb-WAIM (1) (2023)
Yichen Wei, Guang Cheng, Tian Qin, Zihan Chen
A Hypernetwork-based Personalized Federated Learning Framework for Encrypted Traffic Classification. MSN (2023)
Zihan Chen, Zeshen Li, Howard H. Yang, Tony Q. S. Quek
Personalizing Federated Learning with Over-The-Air Computations. ICASSP (2023)
Jiayi Yang, Di Hu, Zihan Chen, Yicheng Xu, Zewei Zou, Ying Zhu
Analysis of Spatial and Temporal Distribution Patterns of Traditional Opera Culture along the Beijing-Hangzhou Grand Canal. ISPRS Int. J. Geo Inf. 12 (12) (2023)
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
Value of Information and Timing-aware Scheduling for Federated Learning. CoRR (2023)
Bin Liu, Zihan Chen, Huijuan Wang, Weili Wu
An optimal streaming algorithm for non-submodular functions maximization on the integer lattice. J. Comb. Optim. 45 (1) (2023)
Na Bai, Zihan Chen, Yaohua Xu, Yi Wang, Yueliang Zhou, Zeyuan Lin
Design of SEU and DNU-resistant SRAM cells based on polarity reinforcement feature. Int. J. Circuit Theory Appl. 51 (10) (2023)
Binxin Yang, Xuejin Chen, Chaoqun Wang, Chi Zhang, Zihan Chen, Xiaoyan Sun
Semantics-Preserving Sketch Embedding for Face Generation. IEEE Trans. Multim. 25 (2023)
Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek
The Role of Federated Learning in a Wireless World with Foundation Models. CoRR (2023)
Wendi Wang, Zihan Chen, Nikolaos Pappas, Howard H. Yang
Federated Learning with Partial Gradients Over-the-Air. SECON (2023)
Zhiyu Cao, Zihan Chen, Prerna Mishra, Hamed Amini, Zachary Feinstein
Modeling Inverse Demand Function with Explainable Dual Neural Networks. CoRR (2023)
Zihan Chen, Ziyue Wang, Jun-Jie Huang, Wentao Zhao, Xiao Liu, Dejian Guan
Imperceptible Adversarial Attack via Invertible Neural Networks. AAAI (2023)
Zihan Chen, Biao Luo, Tianmeng Hu, Xiaodong Xu
LJIR: Learning Joint-Action Intrinsic Reward in cooperative multi-agent reinforcement learning. Neural Networks 167 (2023)
Na Bai, Yueliang Zhou, Yaohua Xu, Yi Wang, Zihan Chen
Highly stable soft-error immune SRAM with multi-node upset recovery for aerospace applications. Integr. 92 (2023)
Changchun Hua, Zhonghua Sun, Zihan Chen
Exponential Stabilization for Time-Delay Nonlinear Interconnected Systems With Unknown Control Directions and Unmodeled Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 53 (7) (2023)
Zihan Chen, Bin Liu, Hongmin W. Du
Streaming submodular maximization under d-knapsack constraints. J. Comb. Optim. 45 (1) (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning. IEEE Commun. Mag. 61 (12) (2023)
Muhammad Azeem Khan, Howard H. Yang, Zihan Chen, Antonio Iera, Nikolaos Pappas
Value of Information and Timing-aware Scheduling for Federated Learning. CSCN (2023)
Changchun Hua, Zihan Chen, Zhonghua Sun, Xi Luo
Type-B Nussbaum function-based fault-tolerant control for a class of strict-feedback nonlinear systems. J. Frankl. Inst. 360 (4) (2023)
Zihan Chen, Jingyi Sun, Rong Emily Liu, Feng Mai
Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks. ICIS (2023)
Zhiyu Cao, Zihan Chen, Prerna Mishra, Hamed Amini, Zachary Feinstein
Modeling Inverse Demand Function with Explainable Dual Neural Networks. ICAIF (2023)
Zihan Chen, Hongyuan Zhu, Hao Cheng, Siya Mi, Yu Zhang, Xin Geng
LPCL: Localized prominence contrastive learning for self-supervised dense visual pre-training. Pattern Recognit. 135 (2023)
Zihan Chen, Di Kang, Yapeng Wang, Xu Yang, Sio Kei Im
Comparing RRT and RRT* for Path Planning for UAV in the 3D Urban Occupancy Model. ICCIP (2023)
Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard Hao Yang, Zuozhu Liu
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. CoRR (2023)
Zihan Chen, Lei Nico Zheng, Cheng Lu, Jialu Yuan, Di Zhu
ChatGPT Informed Graph Neural Network for Stock Movement Prediction. CoRR (2023)
Zihan Chen, Jundong Li, Cong Shen
Personalized Federated Learning with Attention-based Client Selection. CoRR (2023)
Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong
Spectral Co-Distillation for Personalized Federated Learning. NeurIPS (2023)
Weijian Li, Zihan Chen, Youcheng Lou, Yiguang Hong
On the Convergence Properties of a Distributed Projected Subgradient Algorithm. IEEE Trans. Autom. Control. 68 (12) (2023)
Merlin Knaeble, Gabriel Sailer, Zihan Chen, Thorsten Schwarz, Kailun Yang, Mario Nadj, Rainer Stiefelhagen, Alexander Maedche
AutoChemplete - Making Chemical Structural Formulas Accessible. W4A (2023)
Yuyu Zhao, Guang Cheng, Chunxiang Liu, Zihan Chen, Donglai Xu
Snapshot for Power Grids IoT: Adaptive Measurement for Resilience Intelligent Internet of Things. IEEE Internet Things J. 10 (16) (2023)
Zihan Chen, Tianrui Liu, Jun-Jie Huang, Wentao Zhao, Xing Bi, Meng Wang
Invertible Mosaic Image Hiding Network for Very Large Capacity Image Steganography. CoRR (2023)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek
Server Free Wireless Federated Learning: Architecture, Algorithm, and Analysis. CoRR (2022)
Zihan Chen, Songshang Liu, Hualiang Wang, Howard H. Yang, Tony Q. S. Quek, Zuozhu Liu
Towards Federated Long-Tailed Learning. CoRR (2022)
Zihan Chen, Xuejin Chen
Tachiegan: Generative Adversarial Networks for Tachie Style Transfer. ICME Workshops (2022)
Dongbo Li, Tong Yu, Yu Yang, Yuze Zhao, Zihan Chen, Jie Liu
Intelligent heating monitoring method based on infrared image segmentation and target detection: poster abstract. BuildSys@SenSys (2022)
Yuyang Zhou, Guang Cheng, Yuyu Zhao, Zihan Chen, Shanqing Jiang
Toward Proactive and Efficient DDoS Mitigation in IIoT Systems: A Moving Target Defense Approach. IEEE Trans. Ind. Informatics 18 (4) (2022)
Jingyi Xu, Zihan Chen, Tony Q. S. Quek, Kai Fong Ernest Chong
FedCorr: Multi-Stage Federated Learning for Label Noise Correction. CoRR (2022)
Hongsheng Xu, Zihan Chen, Yu Zhang, Xin Geng, Siya Mi, Zhihong Yang
Weakly supervised temporal action localization with proxy metric modeling. Frontiers Comput. Sci. 17 (2) (2022)
Jin Ye, Lin Li, Zihan Chen, Guihao Chen, Sen Liu, Jiawei Huang, Jianxin Wang, Tian He
ECN-based shared bottleneck detection for multi-path TCP. Comput. Commun. 186 (2022)
Merlin Knaeble, Zihan Chen, Thorsten Schwarz, Gabriel Sailer, Kailun Yang, Rainer Stiefelhagen, Alexander Maedche
Accessible Chemical Structural Formulas Through Interactive Document Labeling. ICCHP-AAATE (1) (2022)
Wanli Wen, Zihan Chen, Howard H. Yang, Wenchao Xia, Tony Q. S. Quek
Joint Scheduling and Resource Allocation for Hierarchical Federated Edge Learning. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Zijian Li, Zihan Chen, Xiaohui Wei, Shang Gao, Chenghao Ren, Tony Q. S. Quek
HPFL-CN: Communication-Efficient Hierarchical Personalized Federated Edge Learning via Complex Network Feature Clustering. SECON (2022)
Jingyi Xu, Zihan Chen, Tony Q. S. Quek, Kai Fong Ernest Chong
FedCorr: Multi-Stage Federated Learning for Label Noise Correction. CVPR (2022)
Zihan Chen, Ziyue Wang, Junjie Huang, Wentao Zhao, Xiao Liu, Dejian Guan
Imperceptible Adversarial Attack via Invertible Neural Networks. CoRR (2022)
Changchun Hua, Zhonghua Sun, Zihan Chen
Stabilization for time-delay nonlinear systems with unknown time-varying control coefficients. J. Frankl. Inst. 359 (16) (2022)
Kun Guo, Zihan Chen, Howard H. Yang, Tony Q. S. Quek
Dynamic Scheduling for Heterogeneous Federated Learning in Private 5G Edge Networks. IEEE J. Sel. Top. Signal Process. 16 (1) (2022)
Binxin Yang, Xuejin Chen, Chaoqun Wang, Chi Zhang, Zihan Chen, Xiaoyan Sun
Semantics-Preserving Sketch Embedding for Face Generation. CoRR (2022)
Zihan Chen, Guang Cheng, Ziheng Xu, Shuyi Guo, Yuyang Zhou, Yuyu Zhao
Length matters: Scalable fast encrypted internet traffic service classification based on multiple protocol data unit length sequence with composite deep learning. Digit. Commun. Networks 8 (3) (2022)
Zihan Chen, Zeshen Li, Jingyi Xu
Analog Over-the-Air Federated Learning With Real-World Data. SECON Workshops (2022)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Zihan Chen, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
Optimize Deep Learning Models for Prediction of Gene Mutations Using Unsupervised Clustering. CoRR (2022)
Zihan Chen, Guang Cheng, Zijun Wei, Ziheng Xu, Nan Fu, Yuyang Zhou
Higher Layers, Better Results: Application Layer Feature Engineering in Encrypted Traffic Classification. WASA (2) (2022)
Zihan Chen, Shushi Gu, Qinyu Zhang, Ning Zhang, Wei Xiang
Energy-Efficient Coded Content Placement for Satellite-Terrestrial Cooperative Caching Network. WCSP (2022)
Zihan Chen, Marina Sokolova
Sentiment Analysis of the COVID-related r/Depression Posts. CoRR (2021)
Zihan Chen, Kai Fong Ernest Chong, Tony Q. S. Quek
Dynamic Attention-based Communication-Efficient Federated Learning. CoRR (2021)
Yuyu Zhao, Guang Cheng, Chunxiang Liu, Zihan Chen
Snapshot for IoT: Adaptive Measurement for Multidimensional QoS Resources. IWQoS (2021)
Yiwei Yu, Guang Cheng, Zihan Chen, Haoxuan Ding
A DDoS protection method based on traffic scheduling and scrubbing in SDN. MSN (2021)
Howard H. Yang, Zihan Chen, Tony Q. S. Quek, H. Vincent Poor
Revisiting Analog Over-the-Air Machine Learning: The Blessing and Curse of Interference. CoRR (2021)
Bin Liu, Zihan Chen, Huijuan Wang, Weili Wu
Streaming Algorithms for Maximizing Non-submodular Functions on the Integer Lattice. CSoNet (2021)
Zihan Chen, Xiaokong Zhang, Jian Chai
The Dynamic Impacts of the Global Shipping Market under the Background of Oil Price Fluctuations and Emergencies. Complex. 2021 (2021)
Zhenyuan Zhang, Yuxiang Huang, Zihan Chen, Wei-Jen Lee
Integrated Demand Response for Microgrids with Incentive Compatible Bidding Mechanism. IAS (2021)
Chenyuan Feng, Howard H. Yang, Zihan Chen, Daquan Feng, Zhenzhong Wang, Tony Q. S. Quek
On the Convergence Rate of Federated Learning over Unreliable Networks. ComComAP (2021)
Bin Liu, Zihan Chen, Hongmin W. Du
Streaming Algorithms for Maximizing DR-Submodular Functions with d-Knapsack Constraints. AAIM (2021)
Fei Zhou, Biao Luo, Tianmeng Hu, Zihan Chen, Yilin Wen
A Combinatorial Recommendation System Framework Based on Deep Reinforcement Learning. IEEE BigData (2021)
Zhenyuan Zhang, Zihan Chen, Wei-Jen Lee
Residential Demand Response Considered Strategic Bidding for Load Aggregators with Soft Actor-Critic Algorithm. IAS (2021)
Binxin Yang, Xuejin Chen, Richang Hong, Zihan Chen, Yuhang Li, Zheng-Jun Zha
Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis. MMM (1) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zihan Chen