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Knowledge Infused Policy Gradients for Adaptive Pandemic Control


Feb 11, 2021
Kaushik Roy, Qi Zhang, Manas Gaur, Amit Sheth

* Accepted at AAAI-MAKE 2021 

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BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction


Feb 10, 2021
Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu


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Uncertainty-Aware Label Refinement for Sequence Labeling


Dec 19, 2020
Tao Gui, Jiacheng Ye, Qi Zhang, Zhengyan Li, Zichu Fei, Yeyun Gong, Xuanjing Huang

* Accepted by EMNLP 2020 

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Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling


Dec 14, 2020
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders


Dec 14, 2020
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Efficient Querying for Cooperative Probabilistic Commitments


Dec 14, 2020
Qi Zhang, Edmund H. Durfee, Satinder Singh


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SenSeNet: Neural Keyphrase Generation with Document Structure


Dec 12, 2020
Yichao Luo, Zhengyan Li, Bingning Wang, Xiaoyu Xing, Qi Zhang, Xuanjing Huang


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RethinkCWS: Is Chinese Word Segmentation a Solved Task?


Dec 09, 2020
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang

* Accepted by EMNLP 2020 

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Wide-Area Crowd Counting: Multi-View Fusion Networks for Counting in Large Scenes


Dec 02, 2020
Qi Zhang, Antoni B. Chan

* 29 pages, 13 figures, submitted to IJCV 

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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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