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MutualGraphNet: A novel model for motor imagery classification


Sep 02, 2021
Yan Li, Ning Zhong, David Taniar, Haolan Zhang


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Implicit Regularization of Bregman Proximal Point Algorithm and Mirror Descent on Separable Data


Aug 15, 2021
Yan Li, Caleb Ju, Ethan X. Fang, Tuo Zhao


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Contrastive Learning for Cold-Start Recommendation


Jul 15, 2021
Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua

* Accepted by ACM Multimedia 2021 

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Permutation Invariant Policy Optimization for Mean-Field Multi-Agent Reinforcement Learning: A Principled Approach


May 18, 2021
Yan Li, Lingxiao Wang, Jiachen Yang, Ethan Wang, Zhaoran Wang, Tuo Zhao, Hongyuan Zha


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Large depth of range Maxwellian-viewing SMV near-eye display based on a Pancharatnam-Berry optical element


May 17, 2021
Lin Wang, Yan Li, Shuxin Liu, Yikai Su, Di Wang, Qiong-Hua Wang


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Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results


May 02, 2021
Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar

* Accepted by Association for Advancement of Artificial Intelligence (AAAI) Fall Symposium Series 2020: Physics-Guided AI to Accelerate Scientific Discovery (https://sites.google.com/vt.edu/pgai-aaai-20

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Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey


Mar 22, 2021
Yiqun Xie, Shashi Shekhar, Yan Li

* 36 pages, 5 figures, submitted to ACM Computing Surveys 

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Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization


Feb 24, 2021
Tianyi Liu, Yan Li, Song Wei, Enlu Zhou, Tuo Zhao


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IFoodCloud: A Platform for Real-time Sentiment Analysis of Public Opinion about Food Safety in China


Feb 17, 2021
Dachuan Zhang, Haoyang Zhang, Zhisheng Wei, Yan Li, Zhiheng Mao, Chunmeng He, Haorui Ma, Xin Zeng, Xiaoling Xie, Xingran Kou, Bingwen Zhang


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SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud


Dec 07, 2020
Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei

* 11 pages, accepted by ICDCS 2020 

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Residual Network Based Direct Synthesis of EM Structures: A Study on One-to-One Transformers


Aug 25, 2020
David Munzer, Siawpeng Er, Minshuo Chen, Yan Li, Naga S. Mannem, Tuo Zhao, Hua Wang

* IEEE Radio Frequency Integrated Circuits Symposium (RFIC) 2020 

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Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles


Jun 01, 2020
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop

* 6 pages and 14 figures 

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A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles


Jun 01, 2020
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop

* 12 pages, 18 figures and 4 tables 

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TEA: Temporal Excitation and Aggregation for Action Recognition


Apr 03, 2020
Yan Li, Bin Ji, Xintian Shi, Jianguo Zhang, Bin Kang, Limin Wang

* CVPR2020. The code is available at https://github.com/Phoenix1327/tea-action-recognition 

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Deep Reinforcement Learning with Smooth Policy


Mar 24, 2020
Qianli Shen, Yan Li, Haoming Jiang, Zhaoran Wang, Tuo Zhao


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Pursuing Sources of Heterogeneity in Modeling Clustered Population


Mar 10, 2020
Yan Li, Chun Yu, Yize Zhao, Robert H. Aseltine, Weixin Yao, Kun Chen


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Bilinear Graph Neural Network with Node Interactions


Feb 20, 2020
Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zhang


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Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head


Feb 12, 2020
Yang Li, Yan Li, Hua Tian

* 10 pages, 5 figures 

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LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation


Feb 06, 2020
Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang


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Towards Understanding the Importance of Noise in Training Neural Networks


Sep 07, 2019
Mo Zhou, Tianyi Liu, Yan Li, Dachao Lin, Enlu Zhou, Tuo Zhao

* International Conference on Machine Learning (ICML), 2019 

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Inductive Bias of Gradient Descent based Adversarial Training on Separable Data


Jun 10, 2019
Yan Li, Ethan X. Fang, Huan Xu, Tuo Zhao


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Similarity Grouping-Guided Neural Network Modeling for Maritime Time Series Prediction


May 13, 2019
Yan Li, Ryan Wen Liu, Zhao Liu, Jingxian Liu

* 12 pages, 11 figures 

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Imitating Targets from all sides: An Unsupervised Transfer Learning method for Person Re-identification


Apr 10, 2019
Jiajie Tian, Zhu Teng, Rui Li, Yan Li, Baopeng Zhang, Jianping Fan


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Transductive Zero-Shot Learning with Visual Structure Constraint


Jan 06, 2019
Ziyu Wan, Dongdong Chen, Yan Li, Xingguang Yan, Junge Zhang, Yizhou Yu, Jing Liao

* 10 pages 

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TechKG: A Large-Scale Chinese Technology-Oriented Knowledge Graph


Dec 17, 2018
Feiliang Ren, Yining Hou, Yan Li, Linfeng Pan, Yi Zhang, Xiaobo Liang, Yongkang Liu, Yu Guo, Rongsheng Zhao, Ruicheng Ming, Huiming Wu


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Improving Gated Recurrent Unit Based Acoustic Modeling with Batch Normalization and Enlarged Context


Nov 26, 2018
Jie Li, Yahui Shan, Xiaorui Wang, Yan Li

* ISCSLP 2018 

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Object detection and tracking benchmark in industry based on improved correlation filter


Jun 12, 2018
Shangzhen Luan, Yan Li, Xiaodi Wang, Baochang Zhang


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