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RethinkCWS: Is Chinese Word Segmentation a Solved Task?

Nov 13, 2020
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang

* Accepted by EMNLP 2020 

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AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?

Oct 28, 2020
Jun Ma, Yao Zhang, Song Gu, Yichi Zhang, Cheng Zhu, Qiyuan Wang, Xin Liu, Xingle An, Cheng Ge, Shucheng Cao, Qi Zhang, Shangqing Liu, Yunpeng Wang, Yuhui Li, Congcong Wang, Jian He, Xiaoping Yang

* 18 pages 

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Succinct and Robust Multi-Agent Communication With Temporal Message Control

Oct 27, 2020
Sai Qian Zhang, Jieyu Lin, Qi Zhang


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Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem

Oct 11, 2020
Qi Zhang, Yilin Chen, Ziyi Yang, Eric Darve

* Submitted to NeurIPS 2020 workshop on Machine Learning and the Physical Sciences 

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Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis

Oct 04, 2020
Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, Xuanjing Huang

* EMNLP 2020, long paper 

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Decomposition and Adaptive Sampling for Data-Driven Inverse Linear Optimization

Sep 16, 2020
Rishabh Gupta, Qi Zhang


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FuxiCTR: An Open Benchmark for Click-Through Rate Prediction

Sep 12, 2020
Jieming Zhu, Jinyang Liu, Shuai Yang, Qi Zhang, Xiuqiang He

* Feebacks and comments are welcome! 

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Multivariate Time-series Anomaly Detection via Graph Attention Network

Sep 04, 2020
Hang Zhao, Yujing Wang, Juanyong Duan, Congrui Huang, Defu Cao, Yunhai Tong, Bixiong Xu, Jing Bai, Jie Tong, Qi Zhang

* Accepted by ICDM 2020. 10 pages 

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Two Step Joint Model for Drug Drug Interaction Extraction

Aug 28, 2020
Siliang Tang, Qi Zhang, Tianpeng Zheng, Mengdi Zhou, Zhan Chen, Lixing Shen, Xiang Ren, Yueting Zhuang, Shiliang Pu, Fei Wu

* 8 pages, 6 figures 

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Bitcoin Transaction Forecasting with Deep Network Representation Learning

Jul 15, 2020
Wenqi Wei, Qi Zhang, Ling Liu


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Single-Frame based Deep View Synchronization for Unsynchronized Multi-Camera Surveillance

Jul 08, 2020
Qi Zhang, Antoni B. Chan

* 12 pages 

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ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion

Jun 22, 2020
BingningWang, Ting Yao, Qi Zhang, Jingfang Xu, Xiaochuan Wang

* AAAI-2020 camera ready 

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3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels

Mar 18, 2020
Qi Zhang, Antoni B. Chan

* 8 pages, 5 figures, AAAI Conference on Artificial Intelligence, AAAI, New York, Feb 2020 

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Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study

Jan 12, 2020
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang

* Accepted by AAAI 2020 

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Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring -- The Winning Solution of the 2017 International Aftershock Detection Contest

Nov 21, 2019
Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong

* The Winning Solution of the 2017 International Aftershock Detection Contest (Earth Brain) 

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Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features

Nov 18, 2019
Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, HangYan, Zichu Fei, Xuanjing Huang


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Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Nov 11, 2019
Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang

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

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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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Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis

Sep 18, 2019
Minlong Peng, Qi Zhang, Xuanjing Huang

* Address the problem of the domain-invariant representation learning framework under target shift 

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Self-driving scale car trained by Deep reinforcement Learning

Sep 08, 2019
Qi Zhang, Tao Du


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Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

Sep 06, 2019
Sai Qian Zhang, Qi Zhang, Jieyu Lin


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Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks

Aug 18, 2019
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang


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Simplify the Usage of Lexicon in Chinese NER

Aug 16, 2019
Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang

* Use Lexicon for Chinese NER as simply as possible 

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Person Re-identification in Aerial Imagery

Aug 14, 2019
Shizhou Zhang, Qi Zhang, Xing Wei, Peng Wang, Bingliang Jiao, Yanning Zhang

* Submitted to IEEE Transactions on Multimedia 

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Image Super-Resolution Using a Wavelet-based Generative Adversarial Network

Jul 24, 2019
Qi Zhang, Huafeng Wang, Sichen Yang


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Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning

Jun 11, 2019
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang

* to appear at ACL 2019 (revise expression of equation (4)) 

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Time-Series Anomaly Detection Service at Microsoft

Jun 10, 2019
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

* KDD 2019 

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Seq-SetNet: Exploring Sequence Sets for Inferring Structures

Jun 06, 2019
Fusong Ju, Jianwei Zhu, Guozheng Wei, Qi Zhang, Shiwei Sun, Dongbo Bu


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