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Control of Walking Assist Exoskeleton with Time-delay Based on the Prediction of Plantar Force

Jul 17, 2020
Ming Ding, Mikihisa Nagashima, Sung-Gwi Cho, Jun Takamatsu, Tsukasa Ogasawara


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RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network

Jul 04, 2020
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor


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GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

Jul 02, 2020
Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang

* 11 pages, 5 figures, to appear in KDD 2020 proceedings 

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Understanding Negative Sampling in Graph Representation Learning

May 20, 2020
Zhen Yang, Ming Ding, Chang Zhou, Hongxia Yang, Jingren Zhou, Jie Tang

* KDD 2020 

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Performance Analysis and Optimization in Privacy-Preserving Federated Learning

Feb 29, 2020
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Hang Su, Bo Zhang, H. Vincent Poor


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Federated Learning with Differential Privacy: Algorithms and Performance Analysis

Nov 08, 2019
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farokhi Farhad, Shi Jin, Tony Q. S. Quek, H. Vincent Poor


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Performance Analysis on Federated Learning with Differential Privacy

Nov 01, 2019
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farokhi Farhad, Shi Jin, Tony Q. S. Quek, H. Vincent Poor


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Towards Knowledge-Based Recommender Dialog System

Sep 03, 2019
Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, Jie Tang

* To appear in EMNLP 2019 

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Cognitive Knowledge Graph Reasoning for One-shot Relational Learning

Jun 13, 2019
Zhengxiao Du, Chang Zhou, Ming Ding, Hongxia Yang, Jie Tang


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Cognitive Graph for Multi-Hop Reading Comprehension at Scale

Jun 04, 2019
Ming Ding, Chang Zhou, Qibin Chen, Hongxia Yang, Jie Tang

* ACL 2019 

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Machine Learning Aided Anonymization of Spatiotemporal Trajectory Datasets

Feb 24, 2019
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li


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Semi-supervised Learning on Graphs with Generative Adversarial Nets

Sep 01, 2018
Ming Ding, Jie Tang, Jie Zhang

* to appear in CIKM 2018 

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Spectral Network Embedding: A Fast and Scalable Method via Sparsity

Jun 13, 2018
Jie Zhang, Yan Wang, Jie Tang, Ming Ding


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Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model

May 16, 2018
Sina Shaham, Ming Ding, Bo Liu, Zihuai Lin, Jun Li


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