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COSEA: Convolutional Code Search with Layer-wise Attention

Oct 19, 2020
Hao Wang, Jia Zhang, Yingce Xia, Jiang Bian, Chao Zhang, Tie-Yan Liu


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Towards Natural Bilingual and Code-Switched Speech Synthesis Based on Mix of Monolingual Recordings and Cross-Lingual Voice Conversion

Oct 16, 2020
Shengkui Zhao, Trung Hieu Nguyen, Hao Wang, Bin Ma

* 5 pages, 2 figures, INTERSPEECH 2020 

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Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples

Oct 02, 2020
Chao Tao, Ji Qi, Weipeng Lu, Hao Wang, Haifeng Li

* 6 pages, 4 figures 

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Detection Defense Against Adversarial Attacks with Saliency Map

Sep 06, 2020
Dengpan Ye, Chuanxi Chen, Changrui Liu, Hao Wang, Shunzhi Jiang

* 10 pages, 4 figures 

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Structure-Aware Generation Network for Recipe Generation from Images

Sep 02, 2020
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

* Published at ECCV 2020 

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When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control

Aug 20, 2020
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Xiaoxi Ji, Alex Liu, Hao Wang, Cheng Hong


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Domain-specific Communication Optimization for Distributed DNN Training

Aug 16, 2020
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang


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Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective

Jul 31, 2020
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen

* IEEE JBHI 2020 

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Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images

Jul 27, 2020
Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao


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Deep Graph Random Process for Relational-Thinking-Based Speech Recognition

Jul 08, 2020
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang

* Accepted at ICML 2020 

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IOHanalyzer: Performance Analysis for Iterative Optimization Heuristic

Jul 08, 2020
Hao Wang, Diederick Vermetten, Furong Ye, Carola Doerr, Thomas Bäck


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ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction

Jul 07, 2020
Zhongkai Hao, Chengqiang Lu, Zheyuan Hu, Hao Wang, Zhenya Huang, Qi Liu, Enhong Chen, Cheekong Lee

* 9 pages 

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Continuously Indexed Domain Adaptation

Jul 03, 2020
Hao Wang, Hao He, Dina Katabi

* Accepted at ICML 2020 

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Task-agnostic Temporally Consistent Facial Video Editing

Jul 03, 2020
Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo


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High Dimensional Bayesian Optimization Assisted by Principal Component Analysis

Jul 02, 2020
Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr

* 11 pages, 5 figures, conference paper accepted at PPSN2020 

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A Modular Hybridization of Particle Swarm Optimization and Differential Evolution

Jun 21, 2020
Rick Boks, Hao Wang, Thomas Bäck

* 8 pages, 1 figure, to be published in GECCO 2020 Companion 

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Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case

Jun 11, 2020
Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck


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Benchmarking a $(μ+λ)$ Genetic Algorithm with Configurable Crossover Probability

Jun 10, 2020
Furong Ye, Hao Wang, Carola Doerr, Thomas Bäck


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FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval

May 29, 2020
Dehong Gao, Linbo Jin, Ben Chen, Minghui Qiu, Peng Li, Yi Wei, Yi Hu, Hao Wang

* 10 pages, to be published in SIGIR20 Industry Track 

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Deep Hierarchical Classification for Category Prediction in E-commerce System

May 14, 2020
Dehong Gao, Wenjing Yang, Huiling Zhou, Yi Wei, Yi Hu, Hao Wang

* 5pages, to be published in ECNLP workshop of ACL20 

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Endowing Empathetic Dialogue Systems with Personas

Apr 30, 2020
Peixiang Zhong, Yao Sun, Yong Liu, Chen Zhang, Hao Wang, Zaiqing Nie, Chunyan Miao


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SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space

Apr 12, 2020
Ao Liu, Guangquan Xu, Dexiang Zhou, Xi Zheng, Jianting Ning, Rui Wang, Hao Wang, Hong-Ning Dai, Xiaojiang Du

* 19 pages, 9 figures, submitted to European Symposium on Research in Computer Security 2020 

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Secret Sharing based Secure Regressions with Applications

Apr 10, 2020
Chaochao Chen, Liang Li, Wenjing Fang, Jun Zhou, Li Wang, Lei Wang, Shuang Yang, Alex Liu, Hao Wang


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Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval

Mar 22, 2020
Xinxun Xu, Cheng Deng, Muli Yang, Hao Wang


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Sparse Optimization for Green Edge AI Inference

Mar 13, 2020
Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Cross-Modal Food Retrieval: Learning a Joint Embedding of Food Images and Recipes with Semantic Consistency and Attention Mechanism

Mar 09, 2020
Hao Wang, Doyen Sahoo, Chenghao Liu, Ke Shu, Palakorn Achananuparp, Ee-peng Lim, Steven C. H. Hoi


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Towards information-rich, logical text generation with knowledge-enhanced neural models

Mar 02, 2020
Hao Wang, Bin Guo, Wei Wu, Zhiwen Yu

* 7 pages, 1 figure 

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