Bulletin of the Technical Committee on


March 2023 Vol. 46 No. 1   IEEE Computer Society


Letter from the Editor-in-Chief   Haixun Wang 1
Letter from IEEE TCDE Chair   Murat Kantarcioglu 2
Letter from the Special Issue Editor   Yangqiu Song 3


A Risk-Aware Paradigm for Privacy-Preserving Machine Learning   Murat Kantarcioglu 4

Special Issue on Federated Machine Learning

Federated Computing: Query, Learning, and Beyond    
    Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu,and Weifeng Lv 9
Federated Learning without Full Labels: A Survey   Yilun Jin, Yang Liu, Kai Chen, and Qiang Yang 27
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning    
    Wang Lu, Xixu Hu, Jindong Wang, and Xing Xie 52
Reconciling Security and Communication Efficiency in Federated Learning    
    Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, and Pierre Stock 67
Accelerated Federated Optimization with Quantization   Yeojoon Youn, Bhuvesh Kumar, and Jacob Abernethy 79
Federated Truth Discovery for Mobile Crowdsensing with Privacy-Preserving Trustworthiness Assessment    
    Leye Wang, Guanghong Fan, and Xiao Han 124
Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems .    
    Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis,  
    Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, and Carole-Jean Wu 145
Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer    
    Xueyang Wu, Di Jiang, Yuanfeng Song, Qian Xu, and Qiang Yang 158
NVIDIA FLARE: Federated Learning from Simulation to Real-World    
    Holger R. Roth, Yan Cheng, Yuhong Wen, Isaac Yang, Ziyue Xu, Yuan-Ting Hsieh, Kristopher Kersten, Ahmed  
    Harouni, Can Zhao, Kevin Lu, Zhihong Zhang, Wenqi Li, Andriy Myronenko, Dong Yang, Sean Yang, Nicola  
    Rieke, Abood Quraini, Chester Chen, Daguang Xu, Nic Ma, Prerna Dogra, Mona Flores, and Andrew Feng 170

News: Obituary

Obituary for Professor Gio Wiederhold Kyu-Young Whang and Marianne Winslett 185

Conference and Journal Notices

TCDE Membership Form   186