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Large Scale Private Learning via Low-rank Reparametrization


Jun 28, 2021
Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu

* Published as a conference paper in International Conference on Machine Learning (ICML 2021). Source code available at https://github.com/dayu11/Differentially-Private-Deep-Learning 

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Learning to Generate Code Sketches


Jun 18, 2021
Daya Guo, Alexey Svyatkovskiy, Jian Yin, Nan Duan, Marc Brockschmidt, Miltiadis Allamanis


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Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Grigory Malivenko, David Plowman, Samarth Shukla, Radu Timofte, Ziyu Zhang, Yicheng Wang, Zilong Huang, Guozhong Luo, Gang Yu, Bin Fu, Yiran Wang, Xingyi Li, Min Shi, Ke Xian, Zhiguo Cao, Jin-Hua Du, Pei-Lin Wu, Chao Ge, Jiaoyang Yao, Fangwen Tu, Bo Li, Jung Eun Yoo, Kwanggyoon Seo, Jialei Xu, Zhenyu Li, Xianming Liu, Junjun Jiang, Wei-Chi Chen, Shayan Joya, Huanhuan Fan, Zhaobing Kang, Ang Li, Tianpeng Feng, Yang Liu, Chuannan Sheng, Jian Yin, Fausto T. Benavide

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: text overlap with arXiv:2105.07809 

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AR-LSAT: Investigating Analytical Reasoning of Text


Apr 15, 2021
Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan

* 13 pages, 5 figures 

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REST: Relational Event-driven Stock Trend Forecasting


Feb 19, 2021
Wentao Xu, Weiqing Liu, Chang Xu, Jiang Bian, Jian Yin, Tie-Yan Liu


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Neural Deepfake Detection with Factual Structure of Text


Oct 15, 2020
Wanjun Zhong, Duyu Tang, Zenan Xu, Ruize Wang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

* EMNLP2020;10 pages 

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GraphCodeBERT: Pre-training Code Representations with Data Flow


Sep 29, 2020
Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou


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Membership Inference with Privately Augmented Data Endorses the Benign while Suppresses the Adversary


Jul 21, 2020
Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu


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Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder


Jun 15, 2020
Daya Guo, Duyu Tang, Nan Duan, Jian Yin, Daxin Jiang, Ming Zhou

* Accepted by ACL 2020 

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SEEK: Segmented Embedding of Knowledge Graphs


May 02, 2020
Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin, Tie-Yan Liu


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LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network


Apr 28, 2020
Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang, Jian Yin

* 13 pages; 7 figures; Accepted by ACL2020 as a long paper 

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A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts


Apr 25, 2020
Wanjun Zhong, Duyu Tang, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

* 9 pages 

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Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning


Apr 15, 2020
Daya Guo, Akari Asai, Duyu Tang, Nan Duan, Ming Gong, Linjun Shou, Daxin Jiang, Jian Yin, Ming Zhou


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Controllable Face Aging


Dec 20, 2019
Haien Zeng, Hanjiang Lai, Jian Yin

* 6 pages 

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Gradient Perturbation is Underrated for Differentially Private Convex Optimization


Nov 26, 2019
Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu, Jian Yin


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Modal-aware Features for Multimodal Hashing


Nov 19, 2019
Haien Zeng, Hanjiang Lai, Hanlu Chu, Yong Tang, Jian Yin


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Simultaneous Region Localization and Hash Coding for Fine-grained Image Retrieval


Nov 19, 2019
Haien Zeng, Hanjiang Lai, Jian Yin


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Reasoning Over Semantic-Level Graph for Fact Checking


Sep 13, 2019
Wanjun Zhong, Jingjing Xu, Duyu Tang, Zenan Xu, Nan Duan, Ming Zhou, Jiahai Wang, Jian Yin

* 8pages, 4 figures 

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Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing


Jun 17, 2019
Daya Guo, Duyu Tang, Nan Duan, Ming Zhou, Jian Yin

* Accepted by ACL 2019 

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Fashion Editing with Multi-scale Attention Normalization


Jun 03, 2019
Haoye Dong, Xiaodan Liang, Yixuan Zhang, Xujie Zhang, Zhenyu Xie, Bowen Wu, Ziqi Zhang, Xiaohui Shen, Jian Yin

* 22 pages, 18 figures 

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Feature Pyramid Hashing


Apr 04, 2019
Yifan Yang, Libing Geng, Hanjiang Lai, Yan Pan, Jian Yin


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Deep Policy Hashing Network with Listwise Supervision


Apr 03, 2019
Shaoying Wang, Haijiang Lai, Yifan Yang, Jian Yin

* 8 pages, accepted by ACM ICMR 

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Towards Multi-pose Guided Virtual Try-on Network


Feb 28, 2019
Haoye Dong, Xiaodan Liang, Bochao Wang, Hanjiang Lai, Jia Zhu, Jian Yin

* 11 pages, 10 figures 

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Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis


Oct 27, 2018
Haoye Dong, Xiaodan Liang, Ke Gong, Hanjiang Lai, Jia Zhu, Jian Yin

* 17 pages, 14 figures 

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