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A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising


Jun 11, 2021
Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu

* 10 pages 

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We Know What You Want: An Advertising Strategy Recommender System for Online Advertising


Jun 08, 2021
Liyi Guo, Junqi Jin, Haoqi Zhang, Zhenzhe Zheng, Zhiye Yang, Zhizhuang Xing, Fei Pan, Lvyin Niu, Fan Wu, Haiyang Xu, Chuan Yu, Yuning Jiang, Xiaoqiang Zhu

* KDD 2021, Virtual Event, Singapore 
* Accepted by KDD 2021 

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Neural Auction: End-to-End Learning of Auction Mechanisms for E-Commerce Advertising


Jun 07, 2021
Xiangyu Liu, Chuan Yu, Zhilin Zhang, Zhenzhe Zheng, Yu Rong, Hongtao Lv, Da Huo, Yiqing Wang, Dagui Chen, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu

* To appear in the Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2021 

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Implicit Regularization in Matrix Sensing via Mirror Descent


May 28, 2021
Fan Wu, Patrick Rebeschini


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Nearly Minimax-Optimal Rates for Noisy Sparse Phase Retrieval via Early-Stopped Mirror Descent


May 08, 2021
Fan Wu, Patrick Rebeschini

* arXiv admin note: text overlap with arXiv:2010.10168 

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Serverless Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities


Apr 15, 2021
Yuben Qu, Haipeng Dai, Yan Zhuang, Jiafa Chen, Chao Dong, Fan Wu, Song Guo

* 7 pages, 4 figures 

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DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation


Mar 20, 2021
Boxin Wang, Fan Wu, Yunhui Long, Luka Rimanic, Ce Zhang, Bo Li

* 29 pages, 3 figures, 6 tables 

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Optimizing Multiple Performance Metrics with Deep GSP Auctions for E-commerce Advertising


Jan 08, 2021
Zhilin Zhang, Xiangyu Liu, Zhenzhe Zheng, Chenrui Zhang, Miao Xu, Junwei Pan, Chuan Yu, Fan Wu, Jian Xu, Kun Gai

* To appear in the Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM), 2021 

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Toward Understanding the Influence of Individual Clients in Federated Learning


Dec 20, 2020
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lv, Fan Wu, Guihai Chen

* Accepted by AAAI 2021 

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A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval


Oct 20, 2020
Fan Wu, Patrick Rebeschini


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Better Model Selection with a new Definition of Feature Importance


Sep 16, 2020
Fan Fang, Carmine Ventre, Lingbo Li, Leslie Kanthan, Fan Wu, Michail Basios


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IEO: Intelligent Evolutionary Optimisation for Hyperparameter Tuning


Sep 10, 2020
Yuxi Huan, Fan Wu, Michail Basios, Leslie Kanthan, Lingbo Li, Baowen Xu


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A Deep Prediction Network for Understanding Advertiser Intent and Satisfaction


Aug 20, 2020
Liyi Guo, Rui Lu, Haoqi Zhang, Junqi Jin, Zhenzhe Zheng, Fan Wu, Jin Li, Haiyang Xu, Han Li, Wenkai Lu, Jian Xu, Kun Gai


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Hadamard Wirtinger Flow for Sparse Phase Retrieval


Jun 01, 2020
Fan Wu, Patrick Rebeschini


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Exploiting Variable Impedance for Energy Efficient Sequential Movements


Feb 27, 2020
Fan Wu, Matthew Howard

* 13 pages 

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Distributed Optimization over Block-Cyclic Data


Feb 18, 2020
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia


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Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability


Feb 18, 2020
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu

* ICML 2020 Submission 

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Ascertaining price formation in cryptocurrency markets with DeepLearning


Feb 09, 2020
Fan Fang, Waichung Chung, Carmine Ventre, Michail Basios, Leslie Kanthan, Lingbo Li, Fan Wu


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Online Pricing with Reserve Price Constraint for Personal Data Markets


Nov 28, 2019
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen

* A short version is accepted by IEEE International Conference on Data Engineering (ICDE) 2020, and the source code is available from https://github.com/NiuChaoyue/Personal-Data-Pricing/ 

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Secure Federated Submodel Learning


Nov 11, 2019
Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen


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Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations


Nov 09, 2019
Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er

* Machine Learning in Computational Biology, 2019 

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Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities


Oct 10, 2019
Samuel Sharpe, Jin Yan, Fan Wu, Iddo Drori

* CVPR Language and Vision Workshop, 2019 

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Distributed Machine Learning on Mobile Devices: A Survey


Sep 18, 2019
Renjie Gu, Shuo Yang, Fan Wu


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Factor Graph Neural Network


Jun 03, 2019
Zhen Zhang, Fan Wu, Wee Sun Lee


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DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image


Mar 28, 2019
Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li

* 10 pages, 6 figures 

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Energy regenerative damping in variable impedance actuators for long-term robotic deployment


Oct 26, 2018
Fan Wu, Matthew Howard


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A Hybrid Dynamic-regenerative Damping Scheme for Energy Regeneration in Variable Impedance Actuators


Aug 08, 2018
Fan Wu, Matthew Howard

* Accepted to IEEE International Conference on Robotics and Automation (ICRA), 2018 

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