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Zhi Wang

Online Continual Adaptation with Active Self-Training


Jun 11, 2021
Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu

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Towards Efficient Compressive Data Collection in the Internet of Things


May 29, 2021
Peng Sun, Liantao Wu, Zhi Wang

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* 6 pages 
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Extract then Distill: Efficient and Effective Task-Agnostic BERT Distillation


Apr 24, 2021
Cheng Chen, Yichun Yin, Lifeng Shang, Zhi Wang, Xin Jiang, Xiao Chen, Qun Liu

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Rule-Based Reinforcement Learning for Efficient Robot Navigation with Space Reduction


Apr 15, 2021
Yuanyang Zhu, Zhi Wang, Chunlin Chen, Daoyi Dong

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* IEEE/ASME Transactions on Mechatronics, 2021 
 * Accepted by IEEE/ASME Transactions on Mechatronics, 2021, DOI: 10.1109/TMECH.2021.3072675 
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Deepfake Forensics via An Adversarial Game


Mar 25, 2021
Zhi Wang, Yiwen Guo, Wangmeng Zuo

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* 12 pages, 4 figures 
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Measuring Discrimination to Boost Comparative Testing for Multiple Deep Learning Models


Mar 09, 2021
Linghan Meng, Yanhui Li, Lin Chen, Zhi Wang, Di Wu, Yuming Zhou, Baowen Xu

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* ICSE'2021 
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HEBO: Heteroscedastic Evolutionary Bayesian Optimisation


Dec 07, 2020
Alexander I. Cowen-Rivers, Wenlong Lyu, Zhi Wang, Rasul Tutunov, Hao Jianye, Jun Wang, Haitham Bou Ammar

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* NeurIPS 2020, Black-box optimisation challenge competition track 
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Multitask Bandit Learning through Heterogeneous Feedback Aggregation


Oct 29, 2020
Zhi Wang, Chicheng Zhang, Manish Kumar Singh, Laurel D. Riek, Kamalika Chaudhuri

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Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments


Oct 09, 2020
Zhi Wang, Chunlin Chen, Daoyi Dong

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* Under review, 18 pages, 12 figures 
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AI-powered Covert Botnet Command and Control on OSNs


Sep 22, 2020
Zhi Wang, Chaoge Liu, Xiang Cui, Jialong Zhang, Di Wu, Jie Yin, Jiaxi Liu, Qixu Liu, Jinli Zhang

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* 12 pages, 14 figures, 8 tables; an experiment added; discussions updated 
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Subtask Analysis of Process Data Through a Predictive Model


Aug 29, 2020
Zhi Wang, Xueying Tang, Jingchen Liu, Zhiliang Ying

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* 34 pages, 10 figures 
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Lifelong Incremental Reinforcement Learning with Online Bayesian Inference


Jul 28, 2020
Zhi Wang, Chunlin Chen, Daoyi Dong

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* 18 pages, 12 figures 
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ProcData: An R Package for Process Data Analysis


Jun 09, 2020
Xueying Tang, Susu Zhang, Zhi Wang, Jingchen Liu, Zhiliang Ying

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Decentralized Federated Learning: A Segmented Gossip Approach


Aug 21, 2019
Chenghao Hu, Jingyan Jiang, Zhi Wang

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* Accepted to the 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML'19) 
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An Exploratory Analysis of the Latent Structure of Process Data via Action Sequence Autoencoder


Aug 16, 2019
Xueying Tang, Zhi Wang, Jingchen Liu, Zhiliang Ying

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* 28 pages, 13 figures 
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Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images


Jul 26, 2019
Fei Yu, Jie Zhao, Yanjun Gong, Zhi Wang, Yuxi Li, Fan Yang, Bin Dong, Quanzheng Li, Li Zhang

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* Accepted at MICCAI 2019 
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Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach


Jun 03, 2019
Yue Xu, Wenjun Xu, Zhi Wang, Jiaru Lin, Shuguang Cui

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Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate


Apr 24, 2018
Xiao Ma, Liqin Zhao, Guan Huang, Zhi Wang, Zelin Hu, Xiaoqiang Zhu, Kun Gai

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* accept by SIGIR-2018 
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Stable Memory Allocation in the Hippocampus: Fundamental Limits and Neural Realization


Dec 14, 2016
Wenlong Mou, Zhi Wang, Liwei Wang

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Online Influence Maximization in Non-Stationary Social Networks


Apr 26, 2016
Yixin Bao, Xiaoke Wang, Zhi Wang, Chuan Wu, Francis C. M. Lau

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* 10 pages. To appear in IEEE/ACM IWQoS 2016. Full version 
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