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FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads

Sep 23, 2020
Zhen Zheng, Pengzhan Zhao, Guoping Long, Feiwen Zhu, Kai Zhu, Wenyi Zhao, Lansong Diao, Jun Yang, Wei Lin

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One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction

Sep 09, 2020
Mengli Cheng, Minghui Qiu, Xing Shi, Jun Huang, Wei Lin

* ACMMM 2020 
* 9 pages 

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Grasping Detection Network with Uncertainty Estimation for Confidence-Driven Semi-Supervised Domain Adaptation

Aug 20, 2020
Haiyue Zhu, Yiting Li, Fengjun Bai, Wenjie Chen, Xiaocong Li, Jun Ma, Chek Sing Teo, Pey Yuen Tao, Wei Lin

* 6 pages, 7 figures, accepted in IROS 2020 

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Pixel-wise Crowd Understanding via Synthetic Data

Aug 03, 2020
Qi Wang, Junyu Gao, Wei Lin, Yuan Yuan

* Accepted by IJCV. arXiv admin note: text overlap with arXiv:1903.03303 

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Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph

Jul 29, 2020
Yuexiang Xie, Zhen Wang, Yaliang Li, Bolin Ding, Nezihe Merve Gürel, Ce Zhang, Minlie Huang, Wei Lin, Jingren Zhou

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Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads

Jul 08, 2020
Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, LanSong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin

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Graph Structural-topic Neural Network

Jul 04, 2020
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin

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SwapText: Image Based Texts Transfer in Scenes

Mar 18, 2020
Qiangpeng Yang, Hongsheng Jin, Jun Huang, Wei Lin

* Accepted by CVPR 2020 

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AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search

Jan 13, 2020
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou

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NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting

Jan 10, 2020
Qi Wang, Junyu Gao, Wei Lin, Xuelong Li

* 8 pages, 3 figures 

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RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search

Oct 28, 2019
Xiuying Chen, Daorui Xiao, Shen Gao, Guojun Liu, Wei Lin, Bo Zheng, Dongyan Zhao, Rui Yan

* AAAI 2020 
* 2 pages, 2 figures 

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Characterizing Deep Learning Training Workloads on Alibaba-PAI

Oct 14, 2019
Mengdi Wang, Chen Meng, Guoping Long, Chuan Wu, Jun Yang, Wei Lin, Yangqing Jia

* Accepted by IISWC2019 

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DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters

Sep 13, 2019
Yanghua Peng, Yixin Bao, Yangrui Chen, Chuan Wu, Chen Meng, Wei Lin

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C^3 Framework: An Open-source PyTorch Code for Crowd Counting

Jul 05, 2019
Junyu Gao, Wei Lin, Bin Zhao, Dong Wang, Chenyu Gao, Jun Wen

* Technical report 

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Tag2Vec: Learning Tag Representations in Tag Networks

Apr 19, 2019
Junshan Wang, Zhicong Lu, Guojie Song, Yue Fan, Lun Du, Wei Lin

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Learning from Synthetic Data for Crowd Counting in the Wild

Mar 08, 2019
Qi Wang, Junyu Gao, Wei Lin, Yuan Yuan

* Accepted by CVPR2019 

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EENMF: An End-to-End Neural Matching Framework for E-Commerce Sponsored Search

Dec 09, 2018
Wenjin Wu, Guojun Liu, Hui Ye, Chenshuang Zhang, Tianshu Wu, Daorui Xiao, Wei Lin, Xiaoyu Zhu

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Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks

Nov 21, 2018
Mengdi Wang, Qing Zhang, Jun Yang, Xiaoyuan Cui, Wei Lin

* 7 pages, 7 figures 

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Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce

Jun 14, 2018
Minghui Qiu, Liu Yang, Feng Ji, Weipeng Zhao, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin

* ACL 2018 
* 6 

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IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

May 08, 2018
Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu, Wei Lin, Wei Chu

* Accepted by IJCAI 2018 

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Beyond Keywords and Relevance: A Personalized Ad Retrieval Framework in E-Commerce Sponsored Search

Apr 23, 2018
Su Yan, Wei Lin, Tianshu Wu, Daorui Xiao, Xu Zheng, Bo Wu, Kaipeng Liu

* Proceedings of the 2018 World Wide Web Conference Pages 1919-1928 

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Nonsparse learning with latent variables

Oct 07, 2017
Zemin Zheng, Jinchi Lv, Wei Lin

* 30 pages 

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SOFAR: large-scale association network learning

Apr 26, 2017
Yoshimasa Uematsu, Yingying Fan, Kun Chen, Jinchi Lv, Wei Lin

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Neural Networks Models for Entity Discovery and Linking

Nov 11, 2016
Dan Liu, Wei Lin, Shiliang Zhang, Si Wei, Hui Jiang

* 9 pages, 5 figures 

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