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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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Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network

Nov 08, 2019
Zhensong Wei, Chao Wang, Peng Hao, Matthew Barth


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Data-Driven Multi-step Demand Prediction for Ride-hailing Services Using Convolutional Neural Network

Nov 08, 2019
Chao Wang, Yi Hou, Matthew Barth

* Advances in Computer Vision. CVC 2019. Advances in Intelligent Systems and Computing, vol 944 

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Cross-Channel Intragroup Sparsity Neural Network

Oct 26, 2019
Zhilin Yu, Chao Wang, Qing Wu, Yong Zhao, Xundong Wu


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Acoustic scene analysis with multi-head attention networks

Sep 16, 2019
Weimin Wang, Weiran Wang, Ming Sun, Chao Wang

* 8 pages, 6 figures 

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