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Towards Joint Intent Detection and Slot Filling via Higher-order Attention


Sep 22, 2021
Dongsheng Chen, Zhiqi Huang, Xian Wu, Shen Ge, Yuexian Zou

* The authors withdraw the manuscript and will update it in the original arXiv address (arXiv:2108.11916) 

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O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning


Aug 05, 2021
Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun

* Accepted by Findings of ACL 2021 

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Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model


Jul 04, 2021
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou

* AAAI 2021 

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Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation


Jun 26, 2021
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou

* Accepted by CVPR 2021 (2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021)) 

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Contrastive Attention for Automatic Chest X-ray Report Generation


Jun 13, 2021
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun

* Appear in Findings of ACL 2021 (The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)) 

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BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning


May 07, 2021
Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song


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Automatic Distractor Generation for Multiple Choice Questions in Standard Tests


Nov 26, 2020
Zhaopeng Qiu, Xian Wu, Wei Fan

* accepted by COLING2020 

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Relation-aware Meta-learning for Market Segment Demand Prediction with Limited Records


Aug 01, 2020
Jiatu Shi, Huaxiu Yao, Xian Wu, Tong Li, Zedong Lin, Tengfei Wang, Binqiang Zhao, Zhenhui Li

* First two authors contributed equally 

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Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms


Jun 16, 2020
Guy Bresler, Prateek Jain, Dheeraj Nagaraj, Praneeth Netrapalli, Xian Wu


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Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being


Jun 10, 2020
Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D'Mello, Gonzalo J. Martinez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T. Campbell, Munmun De Choudhury, Anind D. Dey, Julie Gregg, Ted Grover, Stephen M. Mattingly, Shayan Mirjafari, Edward Moskal, Aaron Striegel, Nitesh V. Chawla


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Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series


Feb 10, 2020
Xian Wu, Chao Huang, Pablo Roblesgranda, Nitesh Chawla


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Automated Relational Meta-learning


Jan 03, 2020
Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li

* Accepted by ICLR 2020 

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Multi-Grained Named Entity Recognition


Jun 20, 2019
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

* In ACL 2019 as a long paper 

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On the Generation of Medical Question-Answer Pairs


Nov 01, 2018
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan


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Learning to Segment Object Candidates via Recursive Neural Networks


Jul 29, 2018
Tianshui Chen, Liang Lin, Xian Wu, Nong Xiao, Xiaonan Luo

* Accepted at TIP 

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Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes


Jun 28, 2018
Aaron Sidford, Mengdi Wang, Xian Wu, Yinyu Ye


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Neural Tensor Factorization


Feb 13, 2018
Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Nitesh Chawla

* 9 pages. Submitted to KDD 

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Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline


Jan 26, 2018
Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla

* Towards Integrative Machine Learning and Knowledge Extraction, LNCS vol 10344 (2017) 150-169 
* Healthcare Informatics, Machine Learning, Knowledge Discovery: 20 Pages, 1 Figure 

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Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning


Oct 04, 2017
Dongyu Zhang, Liang Lin, Tianshui Chen, Xian Wu, Wenwei Tan, Ebroul Izquierdo

* Published in TIP 2017 

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End-to-End Photo-Sketch Generation via Fully Convolutional Representation Learning


Apr 11, 2015
Liliang Zhang, Liang Lin, Xian Wu, Shengyong Ding, Lei Zhang

* 8 pages, 6 figures. Proceeding in ACM International Conference on Multimedia Retrieval (ICMR), 2015 

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