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Contrastive Unsupervised Learning for Speech Emotion Recognition

Feb 12, 2021
Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang

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Drug Package Recommendation via Interaction-aware Graph Induction

Feb 06, 2021
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen

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Multi-Task Self-Supervised Pre-Training for Music Classification

Feb 05, 2021
Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang

* Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Minimizing L1 over L2 norms on the gradient

Jan 04, 2021
Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou

* 25 pages 

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Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering

Jan 04, 2021
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

* 20 pages 

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Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization

Nov 01, 2020
Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley

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NeuroDiff: Scalable Differential Verification of Neural Networks using Fine-Grained Approximation

Sep 21, 2020
Brandon Paulsen, Jingbo Wang, Jiawei Wang, Chao Wang

* Published as a conference paper at ASE 2020 

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Deep Learning Based Equalizer for MIMO-OFDM Systems with Insufficient Cyclic Prefix

Jul 23, 2020
Yan Sun, Chao Wang, Huan Cai, Chunming Zhao, Yiqun Wu, Yan Chen

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DiffRNN: Differential Verification of Recurrent Neural Networks

Jul 20, 2020
Sara Mohammadinejad, Brandon Paulsen, Chao Wang, Jyotirmoy V. Deshmukh

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Limited-angle CT reconstruction via the L1/L2 minimization

May 31, 2020
Chao Wang, Min Tao, James Nagy, Yifei Lou

* 29 pages 

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Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning

May 22, 2020
Hanchu Zhang, Leonhard Hennig, Christoph Alt, Changjian Hu, Yao Meng, Chao Wang

* Accepted at ECNLP 3 (ACL 2020) 

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An Artificial-intelligence/Statistics Solution to Quantify Material Distortion for Thermal Compensation in Additive Manufacturing

May 14, 2020
Chao Wang, Shaofan Li, Danielle Zeng, Xinhai Zhu

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LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network

Apr 27, 2020
Fangliang Bai, Jinchao Liu, Xiaojuan Liu, Margarita Osadchy, Chao Wang, Stuart J. Gibson

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TCNN: Triple Convolutional Neural Network Models for Retrieval-based Question Answering System in E-commerce

Apr 23, 2020
Shuangyong Song, Chao Wang

* 2 pages 

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MLR: A Two-stage Conversational Query Rewriting Model with Multi-task Learning

Apr 13, 2020
Shuangyong Song, Chao Wang, Qianqian Xie, Xinxing Zu, Huan Chen, Haiqing Chen

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Suphx: Mastering Mahjong with Deep Reinforcement Learning

Apr 01, 2020
Junjie Li, Sotetsu Koyamada, Qiwei Ye, Guoqing Liu, Chao Wang, Ruihan Yang, Li Zhao, Tao Qin, Tie-Yan Liu, Hsiao-Wuen Hon

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Adversarial Multimodal Representation Learning for Click-Through Rate Prediction

Mar 07, 2020
Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng

* Accepted to WWW 2020, 10 pages 

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Novelty-Prepared Few-Shot Classification

Mar 01, 2020
Chao Wang, Ruo-Ze Liu, Han-Jia Ye, Yang Yu

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SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback

Feb 23, 2020
Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong

* The Thirty-Fourth AAAI Conference on Artificial Intelligenc (AAAI'20), New York, New York, USA, 2020 
* This paper has been accepted in AAAI'20 

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Few-shot acoustic event detection via meta-learning

Feb 21, 2020
Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang

* ICASSP 2020 

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Designing Interaction for Multi-agent Cooperative System in an Office Environment

Feb 15, 2020
Chao Wang, Stephan Hasler, Manuel Muehlig, Frank Joublin, Antonello Ceravola, Joerg Deigmoeller, Lydia Fischer

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ReluDiff: Differential Verification of Deep Neural Networks

Jan 29, 2020
Brandon Paulsen, Jingbo Wang, Chao Wang

* Extended version of ICSE 2020 paper. This version includes an appendix with proofs for some of the content in section 4.3 

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Data Techniques For Online End-to-end Speech Recognition

Jan 24, 2020
Yang Chen, Weiran Wang, I-Fan Chen, Chao Wang

* 5 pages, 1 figure 

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Semi-supervised ASR by End-to-end Self-training

Jan 24, 2020
Yang Chen, Weiran Wang, Chao Wang

* 5 pages, 3 figures 

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A Study of the Tasks and Models in Machine Reading Comprehension

Jan 23, 2020
Chao Wang

* PhD Qualifying Examination Report 

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A Bayesian Long Short-Term Memory Model for Value at Risk and Expected Shortfall Joint Forecasting

Jan 23, 2020
Zhengkun Li, Minh-Ngoc Tran, Chao Wang, Richard Gerlach, Junbin Gao

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NEW: A Generic Learning Model for Tie Strength Prediction in Networks

Jan 15, 2020
Zhen Liu, Hu li, Chao Wang

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Attention Deep Model with Multi-Scale Deep Supervision for Person Re-Identification

Nov 27, 2019
Di Wu, Chao Wang, Yong Wu, De-Shuang Huang

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