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Training Neural Networks for Solving 1-D Optimal Piecewise Linear Approximation


Oct 14, 2021
Hangcheng Dong, Jingxiao Liao, Yan Wang, Yixin Chen, Bingguo Liu, Dong Ye, Guodong Liu


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Exploring Dense Retrieval for Dialogue Response Selection


Oct 13, 2021
Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Xian-Ling Mao, Heyan Huang

* 14 pages, 2 figures, 10 tables 

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MHFC: Multi-Head Feature Collaboration for Few-Shot Learning


Oct 10, 2021
Shuai Shao, Lei Xing, Yan Wang, Rui Xu, Chunyan Zhao, Yan-Jiang Wang, Bao-Di Liu

* Accepted by the 29th ACM International Conference on Multimedia (ACMMM) 2021 

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HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning


Sep 30, 2021
Baocheng Sun, Meng Gu, Dailan He, Tongda Xu, Yan Wang, Hongwei Qin

* working paper 

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MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers


Sep 18, 2021
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

* 9 pages, 2 figures 

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OMPQ: Orthogonal Mixed Precision Quantization


Sep 16, 2021
Yuexiao Ma, Taisong Jin, Xiawu Zheng, Yan Wang, Huixia Li, Guannan Jiang, Wei Zhang, Rongrong Ji


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Transductive Learning for Unsupervised Text Style Transfer


Sep 16, 2021
Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng

* Accepted at EMNLP 2021 

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RobustART: Benchmarking Robustness on Architecture Design and Training Techniques


Sep 15, 2021
Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan Yuille, Philip H. S. Torr, Dacheng Tao


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Stylistic Retrieval-based Dialogue System with Unparallel Training Data


Sep 12, 2021
Hao Fu, Yan Wang, Ruihua Song, Tianran Hu, Jianyun Nie


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Real World Robustness from Systematic Noise


Sep 02, 2021
Yan Wang, Yuhang Li, Ruihao Gong


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ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding


Aug 30, 2021
Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang


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A Unified Framework for Cross-Domain and Cross-System Recommendations


Aug 18, 2021
Feng Zhu, Yan Wang, Jun Zhou, Chaochao Chen, Longfei Li, Guanfeng Liu

* 14 pages, this paper has been accepted as a regular paper in an upcoming issue of the Transactions on Knowledge and Data Engineering (TKDE) 

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Next-item Recommendations in Short Sessions


Jul 20, 2021
Wenzhuo Song, Shoujin Wang, Yan Wang, Shengsheng Wang

* This paper has been accepted by ACM RecSys'21 

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BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data


Jun 14, 2021
Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang, Ting Liu

* ACL 2021 

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The Medical Segmentation Decathlon


Jun 10, 2021
Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, AnnetteKopp-Schneider, Bennett A. Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M. Summers, Bram van Ginneken, Michel Bilello, Patrick Bilic, Patrick F. Christ, Richard K. G. Do, Marc J. Gollub, Stephan H. Heckers, Henkjan Huisman, William R. Jarnagin, Maureen K. McHugo, Sandy Napel, Jennifer S. Goli Pernicka, Kawal Rhode, Catalina Tobon-Gomez, Eugene Vorontsov, Henkjan Huisman, James A. Meakin, Sebastien Ourselin, Manuel Wiesenfarth, Pablo Arbelaez, Byeonguk Bae, Sihong Chen, Laura Daza, Jianjiang Feng, Baochun He, Fabian Isensee, Yuanfeng Ji, Fucang Jia, Namkug Kim, Ildoo Kim, Dorit Merhof, Akshay Pai, Beomhee Park, Mathias Perslev, Ramin Rezaiifar, Oliver Rippel, Ignacio Sarasua, Wei Shen, Jaemin Son, Christian Wachinger, Liansheng Wang, Yan Wang, Yingda Xia, Daguang Xu, Zhanwei Xu, Yefeng Zheng, Amber L. Simpson, Lena Maier-Hein, M. Jorge Cardoso


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You Only Compress Once: Towards Effective and Elastic BERT Compression via Exploit-Explore Stochastic Nature Gradient


Jun 04, 2021
Shaokun Zhang, Xiawu Zheng, Chenyi Yang, Yuchao Li, Yan Wang, Fei Chao, Mengdi Wang, Shen Li, Jun Yang, Rongrong Ji

* 12 pages, 3 figures 

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Neural Machine Translation with Monolingual Translation Memory


Jun 02, 2021
Deng Cai, Yan Wang, Huayang Li, Wai Lam, Lemao Liu

* ACL2021 

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Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction


May 31, 2021
Yan Wang, Peng Tang, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille


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Optimal Estimator Design and Properties Analysis for Interconnected Systems with Asymmetric Information Structure


May 27, 2021
Yan Wang, Junlin Xiong, Zaiyue Yang, Rong Su


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Graph Learning based Recommender Systems: A Review


May 13, 2021
Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu

* Accepted by IJCAI 2021 Survey Track, copyright is owned to IJCAI. The first systematic survey on graph learning based recommender systems. arXiv admin note: text overlap with arXiv:2004.11718 

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Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis


May 06, 2021
Yuchen Fei, Bo Zhan, Mei Hong, Xi Wu, Jiliu Zhou, Yan Wang


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ISTR: End-to-End Instance Segmentation with Transformers


May 06, 2021
Jie Hu, Liujuan Cao, Yao Lu, ShengChuan Zhang, Yan Wang, Ke Li, Feiyue Huang, Ling Shao, Rongrong Ji


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Lottery Jackpots Exist in Pre-trained Models


Apr 18, 2021
Yuxin Zhang, Mingbao Lin, Fei Chao, Yan Wang, Yongjian Wu, Feiyue Huang, Mingliang Xu, Yonghong Tian, Rongrong Ji

* 10 pages, 7 figures 

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Sketch and Customize: A Counterfactual Story Generator


Apr 02, 2021
Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng


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