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SHAQ: Incorporating Shapley Value Theory into Q-Learning for Multi-Agent Reinforcement Learning


May 31, 2021
Jianhong Wang, Jinxin Wang, Yuan Zhang, Yunjie Gu, Tae-Kyun Kim


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Recent Standard Development Activities on Video Coding for Machines


May 26, 2021
Wen Gao, Shan Liu, Xiaozhong Xu, Manouchehr Rafie, Yuan Zhang, Igor Curcio

* 13 pages 

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Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations


Apr 15, 2021
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang


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Few-shot Intent Classification and Slot Filling with Retrieved Examples


Apr 12, 2021
Dian Yu, Luheng He, Yuan Zhang, Xinya Du, Panupong Pasupat, Qi Li

* To appear at NAACL 2021 

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End-to-End Chinese Parsing Exploiting Lexicons


Dec 08, 2020
Yuan Zhang, Zhiyang Teng, Yue Zhang


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Cross-Layer Distillation with Semantic Calibration


Dec 06, 2020
Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen

* AAAI-2021 

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Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective


Sep 25, 2020
Hongwei Zhang, Tijin Yan, Zenjun Xie, Yuanqing Xia, Yuan Zhang


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Improving Monocular Depth Estimation by Leveraging Structural Awareness and Complementary Datasets


Jul 22, 2020
Tian Chen, Shijie An, Yuan Zhang, Chongyang Ma, Huayan Wang, Xiaoyan Guo, Wen Zheng

* 14 pages, 8 figures 

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Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System


Jun 11, 2020
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu


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Mapping Natural Language Instructions to Mobile UI Action Sequences


Jun 05, 2020
Yang Li, Jiacong He, Xin Zhou, Yuan Zhang, Jason Baldridge

* Annual Conference of the Association for Computational Linguistics (ACL 2020) 

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Noise-robust Named Entity Understanding for Virtual Assistants


May 29, 2020
Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao, Xiao Yang, Lin Li, Justine Kao, Stephen Pulman, Atish Kothari, Ray Shen, Yinying Pan, Vivek Kaul, Mubarak Seyed Ibrahim, Gang Xiang, Nan Dun, Yidan Zhou, Andy O, Yuan Zhang, Pooja Chitkara Xuan Wang, Alkesh Patel, Kushal Tayal, Roger Zheng, Peter Grasch, Jason Williams

* 9 pages 

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Edgeworth expansions for network moments


Apr 14, 2020
Yuan Zhang, Dong Xia

* 82 pages, 9 figures 

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FocalMix: Semi-Supervised Learning for 3D Medical Image Detection


Mar 20, 2020
Dong Wang, Yuan Zhang, Kexin Zhang, Liwei Wang

* Accepted by CVPR 2020 

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Neural Inheritance Relation Guided One-Shot Layer Assignment Search


Feb 28, 2020
Rang Meng, Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* AAAI2020 

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Large-scale representation learning from visually grounded untranscribed speech


Sep 19, 2019
Gabriel Ilharco, Yuan Zhang, Jason Baldridge

* The SIGNLL Conference on Computational Natural Language Learning (CoNLL), 2019 

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PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification


Aug 30, 2019
Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge

* Accepted by EMNLP2019 

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Rethink Global Reward Game and Credit Assignment in Multi-agent Reinforcement Learning


Jul 11, 2019
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu


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PAWS: Paraphrase Adversaries from Word Scrambling


Apr 01, 2019
Yuan Zhang, Jason Baldridge, Luheng He

* NAACL 2019 

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All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification


Mar 13, 2019
Weijie Chen, Di Xie, Yuan Zhang, Shiliang Pu

* CVPR2019 

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A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks


Dec 17, 2018
Weijie Chen, Yuan Zhang, Di Xie, Shiliang Pu

* accepted by AAAI19 as oral 

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Modeling Attention Flow on Graphs


Nov 01, 2018
Xiaoran Xu, Songpeng Zu, Chengliang Gao, Yuan Zhang, Wei Feng


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A Fast, Compact, Accurate Model for Language Identification of Codemixed Text


Oct 09, 2018
Yuan Zhang, Jason Riesa, Daniel Gillick, Anton Bakalov, Jason Baldridge, David Weiss

* EMNLP 2018 

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Consistent polynomial-time unseeded graph matching for Lipschitz graphons


Jul 29, 2018
Yuan Zhang

* 13 pages 

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Unseeded low-rank graph matching by transform-based unsupervised point registration


Jul 12, 2018
Yuan Zhang

* 16 pages 

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Blind Predicting Similar Quality Map for Image Quality Assessment


May 22, 2018
Da Pan, Ping Shi, Ming Hou, Zefeng Ying, Sizhe Fu, Yuan Zhang


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Aspect-augmented Adversarial Networks for Domain Adaptation


Sep 25, 2017
Yuan Zhang, Regina Barzilay, Tommi Jaakkola

* TACL 

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Estimating network edge probabilities by neighborhood smoothing


Jul 08, 2017
Yuan Zhang, Elizaveta Levina, Ji Zhu

* 22 pages, 4 figures, 3 table 

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Stack-propagation: Improved Representation Learning for Syntax


Jun 08, 2016
Yuan Zhang, David Weiss

* 10 pages 

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Community Detection in Networks with Node Features


Sep 03, 2015
Yuan Zhang, Elizaveta Levina, Ji Zhu

* Electronic Journal of Statistics, Volume 10, Number 2 (2016), 3153-3178 
* 16 pages, 5 pages 

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