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Human Activity Recognition based on Dynamic Spatio-Temporal Relations

Jun 29, 2020
Zhenyu Liu, Yaqiang Yao, Yan Liu, Yuening Zhu, Zhenchao Tao, Lei Wang, Yuhong Feng

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Interpretable Deepfake Detection via Dynamic Prototypes

Jun 28, 2020
Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu

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Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection

Jun 19, 2020
Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu

* Published in ICLR 2020 

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How does this interaction affect me? Interpretable attribution for feature interactions

Jun 19, 2020
Michael Tsang, Sirisha Rambhatla, Yan Liu

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Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning

Jun 15, 2020
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

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Req2Lib: A Semantic Neural Model for Software Library Recommendation

May 24, 2020
Zhensu Sun, Yan Liu, Ziming Cheng, Chen Yang, Pengyu Che

* 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) 
* 5 pages 

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Skeleton Focused Human Activity Recognition in RGB Video

Apr 29, 2020
Bruce X. B. Yu, Yan Liu, Keith C. C. Chan

* 8 pages 

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Effective Human Activity Recognition Based on Small Datasets

Apr 29, 2020
Bruce X. B. Yu, Yan Liu, Keith C. C. Chan

* 7 pages 

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Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations

Apr 21, 2020
Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu

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Decomposing Word Embedding with the Capsule Network

Apr 07, 2020
Xin Liu, Qingcai Chen, Yan Liu, Baotian Hu, Joanna Siebert, Xiangping Wu, Buzhou Tang

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NoiseRank: Unsupervised Label Noise Reduction with Dependence Models

Mar 15, 2020
Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz

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Towards Using Count-level Weak Supervision for Crowd Counting

Feb 29, 2020
Yinjie Lei, Yan Liu, Pingping Zhang, Lingqiao Liu

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Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks

Feb 13, 2020
Yan Liu, Zhiyuan Jiang, Shunqing Zhang, Shugong Xu

* 7 pages, 8 figures, to appear in ICC 2020 

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From Crowdsourcing to Crowdmining: Using Implicit Human Intelligence for Better Understanding of Crowdsourced Data

Aug 07, 2019
Bin Guo, Huihui Chen, Yan Liu, Chao Chen, Qi Han, Zhiwen Yu

* 12 pages, accepted by World Wide Web Journal 

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Hybrid Low-order and Higher-order Graph Convolutional Networks

Aug 02, 2019
FangYuan Lei, Xun Liu, QingYun Dai, Bingo Wing-Kuen Ling, Huimin Zhao, Yan Liu

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A simple and effective postprocessing method for image classification

Jun 19, 2019
Yan Liu, Yun Li, Yunhao Yuan, jipeng qiang

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Extracting Interpretable Concept-Based Decision Trees from CNNs

Jun 16, 2019
Conner Chyung, Michael Tsang, Yan Liu

* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA 

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Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting

May 27, 2019
Xu Geng, Xiyu Wu, Lingyu Zhang, Qiang Yang, Yan Liu, Jieping Ye

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GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection

Apr 23, 2019
Yue Yu, Yilun Zhu, Yang Liu, Yan Liu, Siyao Peng, Mackenzie Gong, Amir Zeldes

* Proceedings of Discourse Relation Parsing and Treebanking (DISRPT2019) 

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D$^2$-City: A Large-Scale Dashcam Video Dataset of Diverse Traffic Scenarios

Apr 03, 2019
Zhengping Che, Guangyu Li, Tracy Li, Bo Jiang, Xuefeng Shi, Xinsheng Zhang, Ying Lu, Guobin Wu, Yan Liu, Jieping Ye

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Adaptive Gradient Methods with Dynamic Bound of Learning Rate

Feb 26, 2019
Liangchen Luo, Yuanhao Xiong, Yan Liu, Xu Sun

* Accepted to ICLR 2019 

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Differentiable Physics-informed Graph Networks

Feb 11, 2019
Sungyong Seo, Yan Liu

* 11 pages, 9 figures 

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Combating Fake News: A Survey on Identification and Mitigation Techniques

Jan 18, 2019
Karishma Sharma, Feng Qian, He Jiang, Natali Ruchansky, Ming Zhang, Yan Liu

* ACM Transactions on Intelligent Systems and Technology, 2019 

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Instance-Based Classification through Hypothesis Testing

Jan 03, 2019
Zengyou He, Chaohua Sheng, Yan Liu, Quan Zou

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Can I trust you more? Model-Agnostic Hierarchical Explanations

Dec 12, 2018
Michael Tsang, Youbang Sun, Dongxu Ren, Yan Liu

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Skeleton-based Activity Recognition with Local Order Preserving Match of Linear Patches

Nov 01, 2018
Yaqiang Yao, Yan Liu, Huanhuan Chen

* 8 pages, 6 figures 

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Dial2Desc: End-to-end Dialogue Description Generation

Nov 01, 2018
Haojie Pan, Junpei Zhou, Zhou Zhao, Yan Liu, Deng Cai, Min Yang

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