Chang Cai

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 69

Top Topics

Joint Estimation

Hierarchical Bayesian

Image Encryption Scheme

Top Venues

IEEE Trans. Medical Imaging

Publications

Sichao Chen, Chang Cai, Su Zheng, Jiangnan Li, Guowei Zhu, Jingyuan Li, Yazhou Yan, Yuan Dai, Wenbo Yin, Lingli Wang
HierCGRA: A Novel Framework for Large-scale CGRA with Hierarchical Modeling and Automated Design Space Exploration. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Chang Cai, Yinghong Cao, Hadi Jahanshahi, Jun Mou, Bo Sun
2D and 3D compatible chaotic image encryption system based on checkers rules and shift register. J. Frankl. Inst. 361 (9) (2024)
Ali Hashemi, Chang Cai, Yijing Gao, Sanjay Ghosh, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe
Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models. IEEE Trans. Medical Imaging 43 (2) (2024)
Chang Cai, Yu Wang, Yinghong Cao, Bo Sun, Jun Mou
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion. Appl. Intell. 54 (8) (2024)
Zekun Wang, Zifei Xu, Chang Cai, Xiaodong Wang, Jianzhong Xu, Kezhong Shi, Xiaohui Zhong, Zhiqiang Liao, Qing'an Li
Rolling bearing fault diagnosis method using time-frequency information integration and multi-scale TransFusion network. Knowl. Based Syst. 284 (2024)
Gexin Huang, Ke Liu, Jiawen Liang, Chang Cai, Zhenghui Gu, Feifei Qi, Yuanqing Li, Zhu Liang Yu, Wei Wu
Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Fen Liu, Jianfeng Chen, Kemeng Li, Jisheng Bai, Weijie Tan, Chang Cai, Muhammad Saad Ayub
STP-MFM: Semi-tensor product-based multi-modal factorized multilinear pooling for information fusion in sentiment analysis. Digit. Signal Process. 145 (2024)
Tianlong Zhong, Chang Cai, Gaoxia Zhu, Min Ma
Enhancing the Analysis of Interdisciplinary Learning Quality with GPT Models: Fine-Tuning and Knowledge-Empowered Approaches. AIED Companion (2) (2024)
Yibo Dong, Xiaoyu Zhang, Yicong Xu, Chang Cai, Yu Chen, Weikai Miao, Jianwen Li, Geguang Pu
LightF3: A Lightweight Fully-Process Formal Framework for Automated Verifying Railway Interlocking Systems. ESEC/SIGSOFT FSE (2023)
Jiangnan Li, Chang Cai, Yaya Zhao, Yazhou Yan, Wenbo Yin, Lingli Wang
GRAFT: GNN-based Adaptive Framework for Efficient CGRA Mapping. ICFPT (2023)
Chang Cai, Huicong Kang, Ali Hashemi, Dan Chen, Mithun Diwakar, Stefan Haufe, Kensuke Sekihara, Wei Wu, Srikantan S. Nagarajan
Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging. IEEE Trans. Medical Imaging 42 (3) (2023)
Wenlong Wang, Feifei Qi, David Paul Wipf, Chang Cai, Tianyou Yu, Yuanqing Li, Yu Zhang, Zhuliang Yu, Wei Wu
Sparse Bayesian Learning for End-to-End EEG Decoding. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Sanjay Ghosh, Chang Cai, Yijing Gao, Ali Hashemi, Stefan Haufe, Kensuke Sekihara, Ashish Raj, Srikantan S. Nagarajan
Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-Rank Noise. ISBI (2023)
Chang Cai, Xiaojun Yuan, Ying-Jun Angela Zhang
RIS Partitioning Based Scalable Beamforming Design for Large-Scale MIMO: Asymptotic Analysis and Optimization. IEEE Trans. Wirel. Commun. 22 (9) (2023)
Chang Cai, Jianfeng Chen, Qingli Yan, Fen Liu
A Multi-Robot Coverage Path Planning Method for Maritime Search and Rescue Using Multiple AUVs. Remote. Sens. 15 (1) (2023)
Yunbo Tang, Dan Chen, Honghai Liu, Chang Cai, Xiaoli Li
Deep EEG Superresolution via Correlating Brain Structural and Functional Connectivities. IEEE Trans. Cybern. 53 (7) (2023)
Yang Song, Lejing Lou, Wangjia Wang, Jie Li, Xiao Jin, Shijia Wang, Jihao Cai, Fangjun Kuang, Lei Liu, Myriam Hadjouni, Hela Elmannai, Chang Cai
Pneumothorax prediction using a foraging and hunting based ant colony optimizer assisted support vector machine. Comput. Biol. Medicine 161 (2023)
Jianying Wang, Tongliang Li, Haoze Song, Xinjun Yang, Wenchao Zhou, Feifei Li, Baoyue Yan, Qianqian Wu, Yukun Liang, Chengjun Ying, Yujie Wang, Baokai Chen, Chang Cai, Yubin Ruan, Xiaoyi Weng, Shibin Chen, Liang Yin, Chengzhong Yang, Xin Cai, Hongyan Xing, Nanlong Yu, Xiaofei Chen, Dapeng Huang, Jianling Sun
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba. CoRR (2023)
Jianying Wang, Tongliang Li, Haoze Song, Xinjun Yang, Wenchao Zhou, Feifei Li, Baoyue Yan, Qianqian Wu, Yukun Liang, Chengjun Ying, Yujie Wang, Baokai Chen, Chang Cai, Yubin Ruan, Xiaoyi Weng, Shibin Chen, Liang Yin, Chengzhong Yang, Xin Cai, Hongyan Xing, Nanlong Yu, Xiaofei Chen, Dapeng Huang, Jianling Sun
PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba. Proc. ACM Manag. Data 1 (2) (2023)
Jing Zhang, Gengsheng Chen, Lingyun Ke, Luchang Ding, Xin Fan, Zehao Wu, Lei Shen, Chang Cai
Hardware-Friendly Block Variable-Length Sampling Pruning for Graph Neural Networks. MWSCAS (2023)
Chang Cai, Yuanshun Long, Sanjay Ghosh, Ali Hashemi, Yijing Gao, Mithun Diwakar, Stefan Haufe, Kensuke Sekihara, Wei Wu, Srikantan S. Nagarajan
Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution. IEEE Trans. Medical Imaging 42 (9) (2023)
Chang Cai, Leighton B. N. Hinkley, Yijing Gao, Ali Hashemi, Stefan Haufe, Kensuke Sekihara, Srikantan S. Nagarajan
Empirical Bayesian localization of event-related time-frequency neural activity dynamics. NeuroImage 258 (2022)
Luchang Ding, Chang Cai, Gengsheng Chen, Zehao Wu, Jing Zhang, Chang Wu, Jun Yu
Characterization of Single Event Upsets of Nanoscale FDSOI Circuits Based on the Simulation and Irradiation Results. ISCAS (2022)
Sheng-Hsiung Chiu, Jingyi Zhu, Chang Cai, Tzu-Yu Lin
Innovative economic performance evaluation for semiconductor industry in China using a multi-stage DNSBM approach. MSIE (2022)
Luchang Ding, Jing Zhang, Chang Wu, Chang Cai, Gengsheng Chen
Real-Time Image Inpainting using PatchMatch Based Two-Generator Adversarial Networks with Optimized Edge Loss Function. ISCAS (2022)
Ryuta Tamano, Takeshi Ogawa, Arisa Katagiri, Chang Cai, Tomohisa Asai, Motoaki Kawanabe
Event-related microstate dynamics represents working memory performance. NeuroImage 263 (2022)
Xiang Wang, Zikang Zhang, Yiting Wang, Chang Cai, Gengsheng Chen
A Fast and Efficient FPGA-based Pose Estimation Solution for IoT Applications. MWSCAS (2022)
Chang Cai, Xiaojun Yuan, Ying-Jun Angela Zhang
RIS Partitioning Based Scalable Beamforming Design for Large-Scale MIMO. GLOBECOM (2022)
Rongcheng Duan, Yao Qin, Haokun He, Chang Cai
The Constrained Interaction Network for Aspect-level Sentiment Classification Task. CNIOT (2022)
Fen Liu, Jianfeng Chen, Kemeng Li, Weijie Tan, Chang Cai, Muhammad Saad Ayub
A Parallel Multi-Modal Factorized Bilinear Pooling Fusion Method Based on the Semi-Tensor Product for Emotion Recognition. Entropy 24 (12) (2022)
Chang Cai, Zehao Wu, Jing Zhang, Luchang Ding, Lei Shen, Jun Yu, Yaqing Chi
Implementation of Radiation Hardened Flip-Flops Based on Novel Fishbone Layouts. ISCAS (2022)
Chang Cai, Bingxu Ning, Xue Fan, Tianqi Liu, Lingyun Ke, Gengsheng Chen, Jian Yu, Ze He, Liewei Xu, Jie Liu
SEU sensitivity and large spacing TMR efficiency of Kintex-7 and Virtex-7 FPGAs. Sci. China Inf. Sci. 65 (2) (2022)
Chang Cai, Xiaojun Yuan, Ying-Jun Angela Zhang
RIS Partitioning Based Scalable Beamforming Design for Large-Scale MIMO: Asymptotic Analysis and Optimization. CoRR (2022)
Ali Hashemi, Yijing Gao, Chang Cai, Sanjay Ghosh, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe
Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging. NeurIPS (2021)
Chang Cai, Ali Hashemi, Mithun Diwakar, Stefan Haufe, Kensuke Sekihara, Srikantan S. Nagarajan
Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm. NeuroImage 225 (2021)
Ali Hashemi, Chang Cai, Gitta Kutyniok, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe
Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework. NeuroImage 239 (2021)
Rongyan Zhou, Jianfeng Chen, Weijie Tan, Qingli Yan, Chang Cai
Optimal 3D Angle of Arrival Sensor Placement with Gaussian Priors. Entropy 23 (11) (2021)
Xihe Xie, Chang Cai, Pablo F. Damasceno, Srikantan S. Nagarajan, Ashish Raj
Emergence of canonical functional networks from the structural connectome. NeuroImage 237 (2021)
Kang Yang, Jingying Chen, Chang Cai
A preliminary study of brain connectivity in autism using affection-evoked movie clips. TALE (2021)
Heping Wen, Jiajun Xu, Yunlong Liao, Ruiting Chen, Danze Shen, Lifei Wen, Yulin Shi, Qin Lin, Zhonghao Liang, Sihang Zhang, Yuxuan Liu, Ailin Huo, Tong Li, Chang Cai, Jiaqian Wen, Chongfu Zhang
A Security-Enhanced Image Communication Scheme Using Cellular Neural Network. Entropy 23 (8) (2021)
Chang Cai, Xiaojun Yuan, Wenjing Yan, Zhouyang Huang, Ying-Chang Liang, Wei Zhang
Hierarchical Passive Beamforming for Reconfigurable Intelligent Surface Aided Communications. CoRR (2021)
Chang Cai, Luchang Ding, Ze He, Jian Yu, Jie Liu, Jiyuan Bai, Gengsheng Chen, Jun Yu
Simulation of SEU Response of Advanced 20 nm FDSOI SRAMs. ASICON (2021)
Ali Hashemi, Yijing Gao, Chang Cai, Sanjay Ghosh, Klaus-Robert Müller, Srikantan S. Nagarajan, Stefan Haufe
Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging. CoRR (2021)
Jiyuan Bai, Xiang Wang, Zikang Zhang, Chang Cai, Gengsheng Chen
A Hierarchical Fault Injection System for RISC-V Processors Targeting Single Event Upsets in Flip-Flops. ASICON (2021)
Fen Liu, Jianfeng Chen, Weijie Tan, Chang Cai
A Multi-Modal Fusion Method Based on Higher-Order Orthogonal Iteration Decomposition. Entropy 23 (10) (2021)
Chang Cai, Xiaojun Yuan, Wenjing Yan, Zhouyang Huang, Ying-Chang Liang, Wei Zhang
Hierarchical Passive Beamforming for Reconfigurable Intelligent Surface Aided Communications. IEEE Wirel. Commun. Lett. 10 (9) (2021)
Chang Cai, Dou Xu, Chaowei Fang, Meng Yang, Zhongyu Li
Graph Neural Networks for the Cross-Domain Histopathological Image Classification. ISBI (2021)
Shuai Gao, Chang Cai, Bingxu Ning, Ze He, Jie Liu
Characterization and Classification of Heavy Ion Induced Failures in FPGA-based Logical Circuits. ASICON (2021)
Zekun Wang, Yan Jia, Chang Cai, Yinpeng Chen, Na Li, Miao Yang, Qing'an Li
Study on the Optimal Configuration of a Wind-Solar-Battery-Fuel Cell System Based on a Regional Power Supply. IEEE Access 9 (2021)
Yong Ma, Yang Hu, Chang Cai
A Network Traffic Classification Method Based on Hierarchical Clustering. FCS (2020)
Chang Cai, Huiyuan Yang, Xiaojun Yuan, Ying-Chang Liang
Two-Timescale Optimization for Intelligent Reflecting Surface Aided D2D Underlay Communication. CoRR (2020)
Chang Cai, Mithun Diwakar, Dan Chen, Kensuke Sekihara, Srikantan S. Nagarajan
Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging. IEEE Trans. Medical Imaging 39 (3) (2020)
Chang Cai, Li Wang
Application of improved k-means k-nearest neighbor algorithm in the movie recommendation system. ISCID (2020)
Dou Xu, Chang Cai, Chaowei Fang, Bin Kong, Jihua Zhu, Zhongyu Li
Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics. CoRR (2020)
Yingying Shang, Leighton B. N. Hinkley, Chang Cai, Danielle Mizuiri, Steven W. Cheung, Srikantan S. Nagarajan
Cross-modal plasticity in adult single-sided deafness revealed by alpha band resting-state functional connectivity. NeuroImage 207 (2020)
Chang Cai, Ze He, Tianqi Liu, Gengsheng Chen, Jian Yu, Liewei Xu, Jie Liu
Characterization of Heavy Ion Induced SET Features in 22-nm FD-SOI Testing Circuits. IEEE Access 8 (2020)
Chang Cai, Tianqi Liu, Jie Liu, Gengsheng Chen, Luchang Ding, Kai Zhao, Bingxu Ning, Mingjie Shen
Large-tilt Heavy Ions Induced SEU in Multiple Radiation Hardened 22 nm FDSOI SRAMs. IRPS (2020)
Chang Cai, Huiyuan Yang, Xiaojun Yuan, Ying-Chang Liang
Two-Timescale Optimization for Intelligent Reflecting Surface Aided D2D Underlay Communication. GLOBECOM (2020)
Chang Cai, Huiyuan Yang, Xiaojun Yuan, Ying-Jun Angela Zhang, Yi Liu
Reconfigurable Intelligent Surface Assisted D2D Underlay Communications: A Two-Timescale Optimization Design. J. Commun. Inf. Networks 5 (4) (2020)
Chang Cai, Jiajing Xu, Jayabal Velmurugan, Robert Knowlton, Kensuke Sekihara, Srikantan S. Nagarajan, Heidi E. Kirsch
Evaluation of a dual signal subspace projection algorithm in magnetoencephalographic recordings from patients with intractable epilepsy and vagus nerve stimulators. NeuroImage 188 (2019)
Chang Cai, Kensuke Sekihara, Srikantan S. Nagarajan
A Novel Scanning Algorithm for MEG/EEG imaging using Covariance Partitioning and Noise Learning. EMBC (2019)
Liewei Xu, Chang Cai, Tianqi Liu, Lingyun Ke, Jun Yu, Chang Wu
Design and verification of universal evaluation system for single event effect sensitivity measurement in very-large-scale integrated circuits. IEICE Electron. Express 16 (10) (2019)
Chang Cai, Mithun Diwakar, Kensuke Sekihara, Srikantan S. Nagarajan
Robust Bayesian algorithm for distributed source reconstructions MEG/EEG data. NER (2019)
Chang Cai, Kenji Ogawa, Takanori Kochiyama, Hirokazu Tanaka, Hiroshi Imamizu
Temporal recalibration of motor and visual potentials in lag adaptation in voluntary movement. NeuroImage 172 (2018)
Chang Cai, Kensuke Sekihara, Srikantan S. Nagarajan
Hierarchical multiscale Bayesian algorithm for robust MEG/EEG source reconstruction. NeuroImage 183 (2018)
Dan Chen, Yangyang Hu, Chang Cai, Ke Zeng, Xiaoli Li
Brain big data processing with massively parallel computing technology: challenges and opportunities. Softw. Pract. Exp. 47 (3) (2017)
Chang Cai, Kensuke Sekihara, Srikantan S. Nagarajan
Hierarchical multiscale Bayesian algorithms for biomagnetic brain imaging. NER (2017)
Chang Cai, Ke Zeng, Lin Tang, Dan Chen, Weizhou Peng, Jiaqing Yan, Xiaoli Li
Towards adaptive synchronization measurement of large-scale non-stationary non-linear data. Future Gener. Comput. Syst. (2015)
Dan Chen, Xiaoli Li, Lizhe Wang, Samee U. Khan, Juan Wang, Ke Zeng, Chang Cai
Fast and Scalable Multi-Way Analysis of Massive Neural Data. IEEE Trans. Computers 64 (3) (2015)
Dan Chen, Dongchuan Lu, Mingwei Tian, Shan He, Shuaiting Wang, Jian Tian, Chang Cai, Xiaoli Li
Towards energy-efficient parallel analysis of neural signals. Clust. Comput. 16 (1) (2013)
Chang Cai, Lizhe Wang, Samee Ullah Khan, Jie Tao
Energy-Aware High Performance Computing: A Taxonomy Study. ICPADS (2011)