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Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation


Sep 17, 2022
Xiaocong Chen, Siyu Wang, Lina Yao, Lianyong Qi, Yong Li

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Deep Reinforcement Learning for Dynamic Recommendation with Model-agnostic Counterfactual Policy Synthesis


Aug 10, 2022
Siyu Wang, Xiaocong Chen, Lina Yao, Julian McAuley

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Fast Lossless Neural Compression with Integer-Only Discrete Flows


Jun 17, 2022
Siyu Wang, Jianfei Chen, Chongxuan Li, Jun Zhu, Bo Zhang

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* Accepted as a conference paper at International Conference on Machine Learning (ICML) 2022 

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Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation


Apr 01, 2022
Siyu Wang, Xiaocong Chen, Lina Yao

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Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems


Dec 02, 2021
Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng

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* arXiv admin note: text overlap with arXiv:2006.07934 

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Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads


Jul 08, 2020
Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, LanSong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin

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Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses


Jun 01, 2020
Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas

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* 5 pages, 2 figures 

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Curls & Whey: Boosting Black-Box Adversarial Attacks


Apr 02, 2019
Yucheng Shi, Siyu Wang, Yahong Han

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* CVPR 2019 Oral 

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Design, Modeling and Dynamic Compensation PID Control of a Fully-Actuated Aerial Manipulation System


Sep 23, 2017
Le Ma, Dong Wang, Zixu Hao, Jie Liu, Jiasen Sun, Siyu Wang

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* in Chinese 

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