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Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs

Jul 31, 2020
Xing Li, Wei Wei, Xiangnan Feng, Xue Liu, Zhiming Zheng

* 7 pages, 4 figures 

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Remix: Rebalanced Mixup

Jul 08, 2020
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan

* 14 pages, 4 figures 

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Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks

Jul 07, 2020
Li-Huang Tsai, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Cheng Juan

* 6 pages, 1 figure 

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A Hybrid Natural Language Generation System Integrating Rules and Deep Learning Algorithms

Jun 17, 2020
Wei Wei, Bei Zhou, Georgios Leontidis

* 6 pages 

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Ball k-means

May 02, 2020
Shuyin Xia, Daowan Peng, Deyu Meng, Changqing Zhang, Guoyin Wang, Zizhong Chen, Wei Wei


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Unsupervised Injection of Knowledge into Dialogue Generation via Language Models

Apr 30, 2020
Yi-Lin Tuan, Wei Wei, William Yang Wang


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PONE: A Novel Automatic Evaluation Metric for Open-Domain Generative Dialogue Systems

Apr 06, 2020
Tian Lan, Xian-Ling Mao, Wei Wei, Xiaoyan Gao, Heyan Huang


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Crowd Counting via Hierarchical Scale Recalibration Network

Mar 07, 2020
Zhikang Zou, Yifan Liu, Shuangjie Xu, Wei Wei, Shiping Wen, Pan Zhou

* Accepted by ECAI2020 

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Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels

Feb 28, 2020
Daizong Liu, Shuangjie Xu, Pan Zhou, Kun He, Wei Wei, Zichuan Xu

* Because of the novel coronavirus (2019-nCoV) in Wuhan, China, we can not get the codes in the locked lab. Some authors do not agree to submit. We will re-submit it once we get our codes 

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Differentiable Top-k Operator with Optimal Transport

Feb 18, 2020
Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, Tomas Pfister


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Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics

Jan 08, 2020
Dawit Belayneh, Federico Carminati, Amir Farbin, Benjamin Hooberman, Gulrukh Khattak, Miaoyuan Liu, Junze Liu, Dominick Olivito, Vitória Barin Pacela, Maurizio Pierini, Alexander Schwing, Maria Spiropulu, Sofia Vallecorsa, Jean-Roch Vlimant, Wei Wei, Matt Zhang

* 26 pages, 38 figures. Corrected typos and added additional references in v2. Extended Acknowledgements section in v3 

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When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation

Dec 20, 2019
Tian Lan, Xianling Mao, Heyan Huang, Wei Wei

* 10 pages, 1 figure 

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Overcoming Catastrophic Forgetting by Generative Regularization

Dec 03, 2019
Patrick H. Chen, Wei Wei, Cho-jui, Hsieh, Bo Dai


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Abstract Reasoning with Distracting Features

Dec 02, 2019
Kecheng Zheng, Zheng-jun Zha, Wei Wei

* Published as a conference paper at NeurIPS 2019 

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Enabling real-time multi-messenger astrophysics discoveries with deep learning

Nov 26, 2019
E. A. Huerta, Gabrielle Allen, Igor Andreoni, Javier M. Antelis, Etienne Bachelet, Bruce Berriman, Federica Bianco, Rahul Biswas, Matias Carrasco, Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, Maya Fishbach, Francisco F√∂rster, Daniel George, Tom Gibbs, Matthew Graham, William Gropp, Robert Gruendl, Anushri Gupta, Roland Haas, Sarah Habib, Elise Jennings, Margaret W. G. Johnson, Erik Katsavounidis, Daniel S. Katz, Asad Khan, Volodymyr Kindratenko, William T. C. Kramer, Xin Liu, Ashish Mahabal, Zsuzsa Marka, Kenton McHenry, Jonah Miller, Claudia Moreno, Mark Neubauer, Steve Oberlin, Alexander R. Olivas, Donald Petravick, Adam Rebei, Shawn Rosofsky, Milton Ruiz, Aaron Saxton, Bernard F. Schutz, Alex Schwing, Ed Seidel, Stuart L. Shapiro, Hongyu Shen, Yue Shen, Leo Singer, Brigitta M. SipŇĎcz, Lunan Sun, John Towns, Antonios Tsokaros, Wei Wei, Jack Wells, Timothy J. Williams, Jinjun Xiong, Zhizhen Zhao

* Nature Reviews Physics volume 1, pages 600-608 (2019) 
* Invited Expert Recommendation for Nature Reviews Physics. The art work produced by E. A. Huerta and Shawn Rosofsky for this article was used by Carl Conway to design the cover of the October 2019 issue of Nature Reviews Physics 

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Learning with Hierarchical Complement Objective

Nov 17, 2019
Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan


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Table-to-Text Natural Language Generation with Unseen Schemas

Nov 09, 2019
Tianyu Liu, Wei Wei, William Yang Wang

* 10 pages, 4 figures 

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AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results

Nov 04, 2019
Kai Zhang, Shuhang Gu, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang


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AI Matrix: A Deep Learning Benchmark for Alibaba Data Centers

Sep 23, 2019
Wei Zhang, Wei Wei, Lingjie Xu, Lingling Jin, Cheng Li


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Natural Adversarial Sentence Generation with Gradient-based Perturbation

Sep 06, 2019
Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, Cho-Jui Hsieh


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Stack-VS: Stacked Visual-Semantic Attention for Image Caption Generation

Sep 05, 2019
Wei Wei, Ling Cheng, Xianling Mao, Guangyou Zhou, Feida Zhu

* 12 pages, 7 figures 

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Enhancing Neural Sequence Labeling with Position-Aware Self-Attention

Aug 24, 2019
Wei Wei, Zanbo Wang, Xianling Mao, Guangyou Zhou, Pan Zhou, Sheng Jiang

* 11 pages, 6 figures 

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Across-Stack Profiling and Characterization of Machine Learning Models on GPUs

Aug 19, 2019
Cheng Li, Abdul Dakkak, Jinjun Xiong, Wei Wei, Lingjie Xu, Wen-mei Hwu


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Deep Hashing for Signed Social Network Embedding

Aug 16, 2019
Jia-Nan Guo, Xian-Ling Mao, Xiao-Jian Jiang, Ying-Xiang Sun, Wei Wei, He-Yan Huang

* 9 pages, 9 figures 

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Enhanced 3D convolutional networks for crowd counting

Aug 12, 2019
Zhikang Zou, Huiliang Shao, Xiaoye Qu, Wei Wei, Pan Zhou

* Accepted to BMVC 2019 

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Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning

Jul 18, 2019
Ying Shi, Wei Wei, Zhiming Zheng


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Reinforcement Learning Driven Heuristic Optimization

Jun 16, 2019
Qingpeng Cai, Will Hang, Azalia Mirhoseini, George Tucker, Jingtao Wang, Wei Wei

* DRL4KDD'19 

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COCO-GAN: Generation by Parts via Conditional Coordinating

Apr 16, 2019
Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen

* All images are compressed due to size limit, please access the full-resolution version via: http://bit.ly/COCO-GAN-full 

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