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Strategy for Boosting Pair Comparison and Improving Quality Assessment Accuracy

Oct 01, 2020
Suiyi Ling, Jing Li, Anne Flore Perrin, Zhi Li, Lukáš Krasula, Patrick Le Callet

* 8 pages, 11 figures 

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Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification

Sep 30, 2020
Chu-ran Wang, Jing Li, Fandong Zhang, Xinwei Sun, Hao Dong, Yizhou Yu, Yizhou Wang


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Fairness in Semi-supervised Learning: Unlabeled Data Help to Reduce Discrimination

Sep 25, 2020
Tao Zhang, Tianqing Zhu, Jing Li, Mengde Han, Wanlei Zhou, Philip S. Yu

* This paper has been published in IEEE Transactions on Knowledge and Data Engineering 

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Fairness Constraints in Semi-supervised Learning

Sep 14, 2020
Tao Zhang, Tianqing Zhu, Mengde Han, Jing Li, Wanlei Zhou, Philip S. Yu


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LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark

Aug 03, 2020
Qiao Liu, Xin Li, Zhenyu He, Chenglong Li, Jun Li, Zikun Zhou, Di Yuan, Jing Li, Kai Yang, Nana Fan, Feng Zheng

* accepted by ACM Mutlimedia Conference, 2020 

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Secure Metric Learning via Differential Pairwise Privacy

Mar 30, 2020
Jing Li, Yuangang Pan, Yulei Sui, Ivor W. Tsang


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UFTR: A Unified Framework for Ticket Routing

Mar 02, 2020
Jianglei Han, Jing Li, Aixin Sun


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GPM: A Generic Probabilistic Model to Recover Annotator's Behavior and Ground Truth Labeling

Mar 01, 2020
Jing Li, Suiyi Ling, Junle Wang, Zhi Li, Patrick Le Callet


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What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process

Feb 10, 2020
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King

* 12 pages, accepted by The Web Conference 2020 (WWW'20) 

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Deep Learning for Highly Accelerated Diffusion Tensor Imaging

Feb 03, 2020
Hongyu Li, Zifei Liang, Chaoyi Zhang, Ruiying Liu, Jing Li, Weihong Zhang, Dong Liang, Bowen Shen, Xiaoliang Zhang, Yulin Ge, Jiangyang Zhang, Leslie Ying

* 13 pages, 9 figures 

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Pose-Assisted Multi-Camera Collaboration for Active Object Tracking

Jan 15, 2020
Jing Li, Jing Xu, Fangwei Zhong, Xiangyu Kong, Yu Qiao, Yizhou Wang


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Interleaved Composite Quantization for High-Dimensional Similarity Search

Dec 19, 2019
Soroosh Khoram, Stephen J Wright, Jing Li


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TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis

Dec 19, 2019
Soroosh Khoram, Jing Li


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Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition

Nov 25, 2019
Yang Liu, Zhaoyang Lu, Jing Li, Tao Yang, Chao Yao

* Accepted by IEEE Transactions on Image Processing, codes can be found at https://yangliu9208.github.io/DIVAFN/ 

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Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning

Nov 19, 2019
Xiang Ni, Jing Li, Mo Yu, Wang Zhou, Kun-Lung Wu

* Accepted by AAAI 2020 

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A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories

Nov 18, 2019
Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet

* Accepted by AAAI2020 

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Discrete Argument Representation Learning for Interactive Argument Pair Identification

Nov 05, 2019
Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang

* 10 pages, 5 figures, 3 tables submitted for consideration of publication to the IEEE Transactions on Audio, Speech, and Language Processing, 2019 

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Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition

Sep 18, 2019
Yang Liu, Zhaoyang Lu, Jing Li, Chao Yao, Yanzi Deng

* Published in Complexity(JCR Rank 1, IF:4.621),codes can be found at https://yangliu9208.github.io/CDFAG/ 

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Global Temporal Representation based CNNs for Infrared Action Recognition

Sep 18, 2019
Yang Liu, Zhaoyang Lu, Jing Li, Tao Yang, Chao Yao

* Published in IEEE Signal Processing Letters, codes can be found at https://yangliu9208.github.io/TSTDDs/ 

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Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

Aug 01, 2019
Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou

* Project website: https://structured3d-dataset.org 

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Intrinsic Weight Learning Approach for Multi-view Clustering

Jun 21, 2019
Feiping Nie, Jing Li, Xuelong Li


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Topic-Aware Neural Keyphrase Generation for Social Media Language

Jun 10, 2019
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi

* ACL 2019 (11 pages) 

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Joint Effects of Context and User History for Predicting Online Conversation Re-entries

Jun 04, 2019
Xingshan Zeng, Jing Li, Lu Wang, Kam-Fai Wong

* ACL 2019 

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Multimodal Transformer with Multi-View Visual Representation for Image Captioning

May 20, 2019
Jun Yu, Jing Li, Zhou Yu, Qingming Huang

* submitted to a journal 

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Microblog Hashtag Generation via Encoding Conversation Contexts

May 18, 2019
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi

* NAACL 2019 (10 pages) 

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SysML: The New Frontier of Machine Learning Systems

May 01, 2019
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konečný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Aparna Lakshmiratan, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Murray, Kunle Olukotun, Dimitris Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar


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Reducing BERT Pre-Training Time from 3 Days to 76 Minutes

Apr 01, 2019
Yang You, Jing Li, Jonathan Hseu, Xiaodan Song, James Demmel, Cho-Jui Hsieh


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