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Differentially Private Vertical Federated Learning


Nov 13, 2022
Thilina Ranbaduge, Ming Ding

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* 11 pages 

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Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control


Nov 04, 2022
Ziyan Yin, Zhe Wang, Jun Li, Ming Ding, Wen Chen, Shi Jin

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Privacy-preserving Deep Learning based Record Linkage


Nov 03, 2022
Thilina Ranbaduge, Dinusha Vatsalan, Ming Ding

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* 11 pages 

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Parameter-Efficient Tuning Makes a Good Classification Head


Oct 30, 2022
Zhuoyi Yang, Ming Ding, Yanhui Guo, Qingsong Lv, Jie Tang

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GLM-130B: An Open Bilingual Pre-trained Model


Oct 05, 2022
Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Peng Zhang, Yuxiao Dong, Jie Tang

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* 47 pages 

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Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation


Sep 21, 2022
Songjie Xie, Youlong Wu, Shuai Ma, Ming Ding, Yuanming Shi, Mingjian Tang

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Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges


Jun 17, 2022
Dinh C. Nguyen, Van-Dinh Nguyen, Ming Ding, Symeon Chatzinotas, Pubudu N. Pathirana, Aruna Seneviratne, Octavia Dobre, Albert Y. Zomaya

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* Accepted at IEEE Network Magazine, 8 pages. arXiv admin note: substantial text overlap with arXiv:2109.14263 

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CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers


May 29, 2022
Wenyi Hong, Ming Ding, Wendi Zheng, Xinghan Liu, Jie Tang

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Rethinking the Setting of Semi-supervised Learning on Graphs


May 28, 2022
Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang

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* To appear in IJCAI 2022 

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CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers


Apr 28, 2022
Ming Ding, Wendi Zheng, Wenyi Hong, Jie Tang

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