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Privacy-Preserving Teacher-Student Deep Reinforcement Learning


Feb 18, 2021
Parham Gohari, Bo Chen, Bo Wu, Matthew Hale, Ufuk Topcu

* Under double-blind review 

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MG-SAGC: A multiscale graph and its self-adaptive graph convolution network for 3D point clouds


Dec 23, 2020
Bo Wu, Bo Lang


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Analogical Reasoning for Visually Grounded Language Acquisition


Jul 22, 2020
Bo Wu, Haoyu Qin, Alireza Zareian, Carl Vondrick, Shih-Fu Chang

* 12 pages 

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Reward Machines for Cooperative Multi-Agent Reinforcement Learning


Jul 03, 2020
Cyrus Neary, Zhe Xu, Bo Wu, Ufuk Topcu


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Temporal-Logic-Based Reward Shaping for Continuing Learning Tasks


Jul 03, 2020
Yuqian Jiang, Sudarshanan Bharadwaj, Bo Wu, Rishi Shah, Ufuk Topcu, Peter Stone


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Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples


Jun 28, 2020
Zhe Xu, Bo Wu, Daniel Neider, Ufuk Topcu


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Learning the Compositional Visual Coherence for Complementary Recommendations


Jun 08, 2020
Zhi Li, Bo Wu, Qi Liu, Likang Wu, Hongke Zhao, Tao Mei

* Early version accepted by IJCAI2020 

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Audio-visual Multi-channel Recognition of Overlapped Speech


May 18, 2020
Jianwei Yu, Bo Wu, Rongzhi Gu Shi-Xiong Zhang Lianwu Chen Yong Xu Meng Yu, Dan Su, Dong Yu, Xunying Liu, Helen Meng

* submitted to Interspeech 2020 

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Dynamic Spatiotemporal Graph Neural Network with Tensor Network


Mar 12, 2020
Chengcheng Jia, Bo Wu, Xiao-Ping Zhang


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Active Task-Inference-Guided Deep Inverse Reinforcement Learning


Jan 24, 2020
Farzan Memarian, Zhe Xu, Bo Wu, Min Wen, Ufuk Topcu


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General Partial Label Learning via Dual Bipartite Graph Autoencoder


Jan 05, 2020
Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang

* 8 pages 

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Theme-Matters: Fashion Compatibility Learning via Theme Attention


Dec 26, 2019
Jui-Hsin Lai, Bo Wu, Xin Wang, Dan Zeng, Tao Mei, Jingen Liu


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Strategy Synthesis for Surveillance-Evasion Games with Learning-Enabled Visibility Optimization


Nov 18, 2019
Suda Bharadwaj, Louis Ly, Bo Wu, Richard Tsai, Ufuk Topcu


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SMP Challenge: An Overview of Social Media Prediction Challenge 2019


Oct 04, 2019
Bo Wu, Wen-Huang Cheng, Peiye Liu, Zhaoyang Zeng, Jiebo Luo

* ACM MM 2019 

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Controller Synthesis for Multi-Agent Systems With Intermittent Communication: A Metric Temporal Logic Approach


Sep 22, 2019
Zhe Xu, Federico M. Zegers, Bo Wu, Warren Dixon, Ufuk Topcu


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Joint Inference of Reward Machines and Policies for Reinforcement Learning


Sep 12, 2019
Zhe Xu, Ivan Gavran, Yousef Ahmad, Rupak Majumdar, Daniel Neider, Ufuk Topcu, Bo Wu


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Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network


Aug 22, 2019
Xin Wang, Bo Wu, Yun Ye, Yueqi Zhong

* 9 pages, 6 figures, Proceedings of the 27th ACM International Conference on Multimedia 

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Hard-Aware Fashion Attribute Classification


Jul 25, 2019
Yun Ye, Yixin Li, Bo Wu, Wei Zhang, Lingyu Duan, Tao Mei


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MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning


Jul 22, 2019
Peiye Liu, Bo Wu, Huadong Ma, Pavan Kumar Chundi, Mingoo Seok


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Improving Reverberant Speech Training Using Diffuse Acoustic Simulation


Jul 09, 2019
Zhenyu Tang, Lianwu Chen, Bo Wu, Dong Yu, Dinesh Manocha


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Reward-Based Deception with Cognitive Bias


Apr 25, 2019
Bo Wu, Murat Cubuktepe, Suda Bharadwaj, Ufuk Topcu

* Submitted to CDC 2019 

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Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search


Apr 23, 2018
Su Yan, Wei Lin, Tianshu Wu, Daorui Xiao, Xu Zheng, Bo Wu, Kaipeng Liu

* Proceedings of the 2018 World Wide Web Conference Pages 1919-1928 

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POMDP Model Learning for Human Robot Collaboration


Mar 30, 2018
Wei Zheng, Bo Wu, Hai Lin


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Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning


Mar 26, 2018
Li He, Liang Wang, Kaipeng Liu, Bo Wu, Weinan Zhang

* revise some content 

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Time Matters: Multi-scale Temporalization of Social Media Popularity


Dec 12, 2017
Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Tao Mei

* accepted in ACM Multimedia 2016 

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Sequential Prediction of Social Media Popularity with Deep Temporal Context Networks


Dec 12, 2017
Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Qiushi Huang, Jintao Li, Tao Mei

* accepted in IJCAI-17 

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DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model


Dec 10, 2017
Bo Wu, Yang Liu, Bo Lang, Lei Huang

* 16 pages,8 figures 

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Learning Unified Embedding for Apparel Recognition


Aug 15, 2017
Yang Song, Yuan Li, Bo Wu, Chao-Yeh Chen, Xiao Zhang, Hartwig Adam

* 8 pages 

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