Cheng-Wei Ching

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Event Processing

Differential Privacy

Top Venues

IEEE Trans. Serv. Comput.

Publications

Liting Hu, Cheng-Wei Ching
AgileDART: An Agile and Scalable Edge Stream Processing Engine. CoRR (2024)
Cheng-Wei Ching, Liting Hu
Decaffe: DHT Tree-Based Online Federated Fake News Detection. CCEAI (2024)
Cheng-Wei Ching, Boyuan Guan, Hailu Xu, Liting Hu
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests. CoRR (2024)
Cheng-Wei Ching, Xin Chen, Taehwan Kim, Bo Ji, Qingyang Wang, Dilma Da Silva, Liting Hu
Totoro: A Scalable Federated Learning Engine for the Edge. EuroSys (2024)
Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework. ICDCS Workshops (2023)
Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework. CoRR (2023)
Cheng-Wei Ching, Jia-Ming Chang, Jian-Jhih Kuo, Chih-Yu Wang
Dual-Objective Personalized Federated Service System With Partially-Labeled Data Over Wireless Networks. IEEE Trans. Serv. Comput. 16 (5) (2023)
Cheng-Wei Ching, Liting Hu
Decaffe: DHT Tree-Based Online Federated Fake News Detection. CoRR (2023)
Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Yu-Chun Liu, Jian-Jhih Kuo
Efficient Communication Topology via Partially Differential Privacy for Decentralized Learning. ICCCN (2021)
Jian-Jhih Kuo, Cheng-Wei Ching, Hung-Sheng Huang, Yu-Chun Liu
Energy-Efficient Topology Construction via Power Allocation for Decentralized Learning via Smart Devices With Edge Computing. IEEE Trans. Green Commun. Netw. 5 (4) (2021)
Cheng-Wei Ching, Hung-Sheng Huang, Chun-An Yang, Jian-Jhih Kuo, Ren-Hung Hwang
Efficient Online Decentralized Learning Framework for Social Internet of Things. GLOBECOM (2021)
Cheng-Wei Ching, Tzu-Cheng Lin, Kung-Hao Chang, Chih-Chiung Yao, Jian-Jhih Kuo
Model Partition Defense against GAN Attacks on Collaborative Learning via Mobile Edge Computing. GLOBECOM (2020)
Cheng-Wei Ching, Yu-Chun Liu, Chung-Kai Yang, Jian-Jhih Kuo, Feng-Ting Su
Optimal Device Selection for Federated Learning over Mobile Edge Networks. ICDCS (2020)
Cheng-Wei Ching, Chung-Kai Yang, Yu-Chun Liu, Chia-Wei Hsu, Jian-Jhih Kuo, Hung-Sheng Huang, Jen-Feng Lee
Energy-Efficient Link Selection for Decentralized Learning via Smart Devices with Edge Computing. GLOBECOM (2020)