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DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks

Jul 17, 2020
Rui Wang, Min Chen, Nadra Guizani, Yong Li, Hamid Gharavi, Kai Hwang


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When Machine Unlearning Jeopardizes Privacy

May 05, 2020
Min Chen, Zhikun Zhang, Tianhao Wang, Michael Backes, Mathias Humbert, Yang Zhang


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A Bounded Measure for Estimating the Benefit of Visualization

Feb 12, 2020
Min Chen, Mateu Sbert, Alfie Abdul-Rahman, Deborah Silver

* This article was submitted to EuroVis 2020 on 5 Dec. 2020. It was not accepted. The co-chairs recommended for a major revision to CGF. Because the EuroVis 2020 reviews have not identified any technical problems that would undermine the validity of this work, we think that the article is ready to be released at arXiv. The reviews and authors' short feedback are included in the anc folder 

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HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models

Feb 12, 2020
Qianwen Wang, William Alexander, Jack Pegg, Huamin Qu, Min Chen

* This article was submitted to EuroVis 2020 on 5 December 2020. It was not accepted. Because the reviews have not identified any technical problems that would undermine the novelty and validity of this work, we think that the article is ready to be released as an arXiv report. The EuroVis 2020 reviews and authors' short feedback can be found in the anc folder 

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FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation

Dec 10, 2019
Zirui Wang, Shuda Li, Henry Howard-Jenkins, Victor Adrian Prisacariu, Min Chen

* Accepted in WACV 2020 

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Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild

Jun 06, 2019
Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O'Reilly, Shizhong Han, Ping Liu, Min Chen, Yan Tong


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AI-Skin : Skin Disease Recognition based on Self-learning and Wide Data Collection through a Closed Loop Framework

Jun 05, 2019
Min Chen, Ping Zhou, Di Wu, Long Hu, Mohammad Mehedi Hassan, Atif Alamri


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Hierarchical Reinforcement Learning for Multi-agent MOBA Game

Jan 23, 2019
Zhijian Zhang, Haozheng Li, Luo Zhang, Tianyin Zheng, Ting Zhang, Xiong Hao, Xiaoxin Chen, Min Chen, Fangxu Xiao, Wei Zhou

* 7 pages, 7 figures 

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Guided Exploration of Human Intentions for Human-Robot Interaction

Jan 19, 2019
Min Chen, David Hsu, Wee Sun Lee

* Appears at the 13th International Workshop on the Algorithmic Foundations of Robotics, 2018 

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Trust-Aware Decision Making for Human-Robot Collaboration: Model Learning and Planning

Nov 22, 2018
Min Chen, Stefanos Nikolaidis, Harold Soh, David Hsu, Siddhartha Srinivasa

* Chen and Nikolaidis contributed equally to the work. Appeared In Proceedings of 2018 ACM/IEEE International Conference on Human-Robot Interaction, Chicago, IL, USA, (HRI 2018) 

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Background Subtraction using Compressed Low-resolution Images

Oct 24, 2018
Min Chen, Andy Song, Shivanthan A. C. Yhanandan, Jing Zhang

* 4 pages,36 figures 

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In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Sep 19, 2018
Xiaofei Wang, Yiwen Han, Chenyang Wang, Qiyang Zhao, Xu Chen, Min Chen

* Mobile Edge Computing, Artificial Intelligence, Deep Learning 

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Label-less Learning for Traffic Control in an Edge Network

Aug 29, 2018
Min Chen, Yixue Hao, Kai Lin, Zhiyong Yuan, Long Hu


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The Transfer of Human Trust in Robot Capabilities across Tasks

Jul 05, 2018
Harold Soh, Pan Shu, Min Chen, David Hsu

* 9 pages, 7 figures, RSS conference 

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Detecting Small Signs from Large Images

Jun 26, 2017
Zibo Meng, Xiaochuan Fan, Xin Chen, Min Chen, Yan Tong

* 8 pages, 6 figures, accepted by IEEE Conference on Information Reuse and Integration (IRI) 2017 as an oral presentation 

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Brain Intelligence: Go Beyond Artificial Intelligence

Jun 04, 2017
Huimin Lu, Yujie Li, Min Chen, Hyoungseop Kim, Seiichi Serikawa

* 15 pages, Mobile Networks and Applications, 2017 

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Underwater Optical Image Processing: A Comprehensive Review

Feb 13, 2017
Huimin Lu, Yujie Li, Yudong Zhang, Min Chen, Seiichi Serikawa, Hyoungseop Kim

* 14 pages 

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POMDP-lite for Robust Robot Planning under Uncertainty

Feb 23, 2016
Min Chen, Emilio Frazzoli, David Hsu, Wee Sun Lee

* In Proc. IEEE International Conference on Robotics & Automation (ICRA) 2016, with supplementary materials 

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