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Automated Configuration of Genetic Algorithms by Tuning for Anytime Performance


Jun 11, 2021
Furong Ye, Carola Doerr, Hao Wang, Thomas Bäck


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Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems


Jun 09, 2021
Yinan Zhang, Boyang Li, Yong Liu, Hao Wang, Chunyan Miao


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DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction


Jun 07, 2021
Fengtong Xiao, Lin Li, Weinan Xu, Jingyu Zhao, Xiaofeng Yang, Jun Lang, Hao Wang

* 9 pages, 5 figures, accepted full paper SIGKDD'21 applied data science track 

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GraphMI: Extracting Private Graph Data from Graph Neural Networks


Jun 05, 2021
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen

* 7 pages, 6 figures, accepted by IJCAI'21 

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Characterizing Residential Load Patterns by Household Demographic and Socioeconomic Factors


Jun 04, 2021
Zhuo Wei, Hao Wang

* ACM International Conference on Future Energy Systems (ACM e-Energy) 2021 

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Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identification


May 25, 2021
Guoqing Zhang, Yu Ge, Zhicheng Dong, Hao Wang, Yuhui Zheng, Shengyong Chen

* 12 pages 

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Zero-Shot Recommender Systems


May 18, 2021
Hao Ding, Yifei Ma, Anoop Deoras, Yuyang Wang, Hao Wang


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KECRS: Towards Knowledge-Enriched Conversational Recommendation System


May 18, 2021
Tong Zhang, Yong Liu, Peixiang Zhong, Chen Zhang, Hao Wang, Chunyan Miao


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Quantifying the Impact of Boundary Constraint Handling Methods on Differential Evolution


May 14, 2021
Rick Boks, Anna V. Kononova, Hao Wang

* 9 pages, 2 figures. To be published in the 2021 Genetic and Evolutionary Computation Conference Companion 

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Covariance Matrix Adaptation Evolution Strategy Assisted by Principal Component Analysis


May 11, 2021
Yangjie Mei, Hao Wang

* 13 pages, 4 figures 

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Learning to Ask Appropriate Questions in Conversational Recommendation


May 11, 2021
Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng

* to be published in SIGIR'2021 

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Is there Anisotropy in Structural Bias?


May 10, 2021
Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck


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Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech


May 10, 2021
Pengwei Wang, Xin Ye, Xiaohuan Zhou, Jinghui Xie, Hao Wang


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Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion


Apr 27, 2021
Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si

* The full version of a paper accepted to SIGIR 2021 

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Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants


Apr 16, 2021
Jacob de Nobel, Hao Wang, Thomas Bäck


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Uncover Residential Energy Consumption Patterns Using Socioeconomic and Smart Meter Data


Apr 12, 2021
Wenjun Tang, Hao Wang, Xian-Long Lee, Hong-Tzer Yang


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Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning


Apr 11, 2021
Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang

* Manuscript is under review 

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An Iteratively Reweighted Method for Sparse Optimization on Nonconvex $\ell_{p}$ Ball


Apr 07, 2021
Hao Wang, Xiangyu Yang, Wei Jiang

* This work has been submitted and may be published. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Scene Text Retrieval via Joint Text Detection and Similarity Learning


Apr 04, 2021
Hao Wang, Xiang Bai, Mingkun Yang, Shenggao Zhu, Jing Wang, Wenyu Liu

* Accepted to CVPR 2021. Code is available at: https://github.com/lanfeng4659/STR-TDSL 

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Adversarial Attacks are Reversible with Natural Supervision


Mar 29, 2021
Chengzhi Mao, Mia Chiquier, Hao Wang, Junfeng Yang, Carl Vondrick


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Any Part of Bayesian Network Structure Learning


Mar 23, 2021
Zhaolong Ling, Kui Yu, Hao Wang, Lin Liu, Jiuyong Li


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Potential Advantages of Peak Picking Multi-Voltage Threshold Digitizer in Energy Determination in Radiation Measurement


Mar 08, 2021
Kezhang Zhu, Junhua Mei, Yuming Su, Pingping Dai, Nicola D'Ascenzo, Hao Wang, Peng Xiao, Lin Wan, Qingguo Xie

* 14 pages, 8 figures, 1 table 

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Towards Efficient Local Causal Structure Learning


Feb 28, 2021
Shuai Yang, Hao Wang, Kui Yu, Fuyuan Cao, Xindong Wu

* Published on IEEE Transactions on Big Data (TBD). arXiv admin note: text overlap with arXiv:1910.01288 

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Tuning as a Means of Assessing the Benefits of New Ideas in Interplay with Existing Algorithmic Modules


Feb 26, 2021
Jacob de Nobel, Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck


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Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion


Feb 19, 2021
Zijian Wang, Hao Wang, Xiangfeng Luo, Jianqi Gao

* 12 pages 

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Delving into Deep Imbalanced Regression


Feb 18, 2021
Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen, Hao Wang, Dina Katabi

* Code and data are available at https://github.com/YyzHarry/imbalanced-regression 

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Temporal Memory Attention for Video Semantic Segmentation


Feb 17, 2021
Hao Wang, Weining Wang, Jing Liu


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Learning While Dissipating Information: Understanding the Generalization Capability of SGLD


Feb 05, 2021
Hao Wang, Yizhe Huang, Rui Gao, Flavio P. Calmon


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Towards Natural and Controllable Cross-Lingual Voice Conversion Based on Neural TTS Model and Phonetic Posteriorgram


Feb 03, 2021
Shengkui Zhao, Hao Wang, Trung Hieu Nguyen, Bin Ma

* 5 pages, 2 figures, 4 tables, accepted by ICASSP 2021 

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