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PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness Journal article
Hu, Chuang, Wu, Nanxi, Shi, Siping, Liu, Xuan, Luo, Bing, Wang, Ye, Jiang, Jiawei, Cheng, Dazhao, Wenhan, Wu W.. PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness[J]. IEEE Transactions on Mobile Computing, 2024, 1-12.
Authors:  Hu, Chuang;  Wu, Nanxi;  Shi, Siping;  Liu, Xuan;  Luo, Bing; et al.
Favorite | TC[Scopus]:0  IF:7.7/6.5 | Submit date：2024/12/26
Federated Learning  Local Differential Privacy  Performance Fairness  Tikhonov Regularization  
Quantifying the Blockchain Trilemma: A Comparative Analysis of Algorand, Ethereum 2.0, and Beyond Conference paper
Fu, Yihang, Jing, Mingwei, Zhou, Jiaolun, Wu, Peilin, Wang, Ye, Zhang, Luyao, Hu, Chuang. Quantifying the Blockchain Trilemma: A Comparative Analysis of Algorand, Ethereum 2.0, and Beyond[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 97-104.
Authors:  Fu, Yihang;  Jing, Mingwei;  Zhou, Jiaolun;  Wu, Peilin;  Wang, Ye; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/12/26
Benchmarking And Performance Study  Blockchain Consensus Protocols  Blockchain Protocol Analysis And Security  Data Analytics On Blockchain  Secure Smart Contracts  Throughput And Scalability  
Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism Journal article
Xia, Yaqi, Zhang, Zheng, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Chen, Hongyang, Sang, Qianlong, Cheng, Dazhao. Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1904-1919.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Yang, Donglin;  Hu, Chuang;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2024/08/05
Communication Balance  Distributed Training  Dynamic Gnn  Pipeline Parallelism  Redundancy-free  
Federated Spectrum Management Through Hedonic Coalition Formation Conference paper
He, Zhili, Tu, Tianyu, Wang, Kanye Ye, Luo, Bing, Cheng, Dazhao, Hu, Chuang. Federated Spectrum Management Through Hedonic Coalition Formation[C]:ASSOC COMPUTING MACHINERY1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, 2024, 217-218.
Authors:  He, Zhili;  Tu, Tianyu;  Wang, Kanye Ye;  Luo, Bing;  Cheng, Dazhao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing Journal article
Cai, Xinquan, Sang, Qianlong, Hu, Chuang, Gong, Yili, Suo, Kun, Zhou, Xiaobo, Cheng, Dazhao. Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing[J]. IEEE Transactions on Computers, 2024, 73(7), 1780-1794.
Authors:  Cai, Xinquan;  Sang, Qianlong;  Hu, Chuang;  Gong, Yili;  Suo, Kun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:3.6/3.2 | Submit date：2024/05/16
Serverless Computing  Cold Start  Priority  Prediction  Scheduling  In-memory Computing  Distributed Systems  
Chiral coordination polymer nanowires boost radiation-induced in situ tumor vaccination Journal article
Huang, Zhusheng, Gu, Rong, Huang, Shiqian, Chen, Qian, Yan, Jing, Cui, Xiaoya, Jiang, Haojie, Yao, Dan, Shen, Chuang, Su, Jiayue, Liu, Tao, Wu, Jinhui, Luo, Zhimin, Hu, Yiqiao, Yuan, Ahu. Chiral coordination polymer nanowires boost radiation-induced in situ tumor vaccination[J]. Nature Communications, 2024, 15(1), 3902.
Authors:  Huang, Zhusheng;  Gu, Rong;  Huang, Shiqian;  Chen, Qian;  Yan, Jing; et al.
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:14.7/16.1 | Submit date：2024/05/16
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism Journal article
Zhang, Zheng, Xia, Yaqi, Wang, Hulin, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Cheng, Dazhao. MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(6), 843-856.
Authors:  Zhang, Zheng;  Xia, Yaqi;  Wang, Hulin;  Yang, Donglin;  Hu, Chuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:4  IF:5.6/4.5 | Submit date：2024/05/16
Distributed Training  Memory Redundancy  Mixture Of Experts  Performance Model  Pipeline Parallelism  
Phase and Defect Engineering of MoSe2 Nanosheets for Enhanced NIR-II Photothermal Immunotherapy Journal article
Huang, Zhusheng, Song, Jingrun, Huang, Shiqian, Wang, Shengheng, Shen, Chuang, Song, Simin, Lian, Jianhui, Ding, Yankui, Gong, Yue, Zhang, Ying, Yuan, Ahu, Hu, Yiqiao, Tan, Chaoliang, Luo, Zhimin, Wang, Lianhui. Phase and Defect Engineering of MoSe2 Nanosheets for Enhanced NIR-II Photothermal Immunotherapy[J]. Nano Letters, 2024, 24(25), 7764-7773.
Authors:  Huang, Zhusheng;  Song, Jingrun;  Huang, Shiqian;  Wang, Shengheng;  Shen, Chuang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:9.6/10.1 | Submit date：2024/07/04
Immunogenic Cell Death  Mose2 Nanosheets  Oxidative Stress  Phase And Defect Engineering  Photothermal Immunotherapy  
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways Journal article
Liang,Huanghuang, Sang,Qianlong, Hu,Chuang, Gong,Yili, Cheng,Dazhao, Zhou,Xiaobo, Wang,Yu. TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways[J]. IEEE Internet of Things Journal, 2023, 10(20), 18181 - 18197.
Authors:  Liang,Huanghuang;  Sang,Qianlong;  Hu,Chuang;  Gong,Yili;  Cheng,Dazhao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.2/9.0 | Submit date：2023/08/03
Fpga Offloading  Hardware Acceleration  Internet Of Things (Iot) Gateways  Network Functions (Nfs)  Video Analytics (Vas)  
DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning Journal article
Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang. DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning[J]. IEEE Transactions on Cloud Computing, 2023, 11(3), 3111-3125.
Authors:  Huanghuang Liang;  Qianlong Sang;  Chuang Hu;  Dazhao Cheng;  Xiaobo Zhou; et al.
Favorite | TC[WOS]:14 TC[Scopus]:16  IF:5.3/4.6 | Submit date：2023/08/03
Cloud Computing  Computation Offloading  Deep Learning  Deep Neural Networks  Delays  Edge Computing  Inference Acceleration  Layer Partitioning  Neural Networks  Surgery  Throughput  Visual Analytics