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Tianrui Li

Senior member, IEEE

CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval


Apr 18, 2021
Huaishao Luo, Lei Ji, Ming Zhong, Yang Chen, Wen Lei, Nan Duan, Tianrui Li


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Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection


Dec 27, 2020
Yanyong Huang, Zongxin Shen, Fuxu Cai, Tianrui Li, Fengmao Lv


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Fairness and Accuracy in Federated Learning


Dec 18, 2020
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang


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MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension


Sep 29, 2020
Huaishao Luo, Yu Shi, Ming Gong, Linjun Shou, Tianrui Li

* to appear at AACL-IJCNLP 2020 

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GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis


Sep 25, 2020
Huaishao Luo, Lei Ji, Tianrui Li, Nan Duan, Daxin Jiang

* to appear in Findings of EMNLP 2020 

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Distributional Discrepancy: A Metric for Unconditional Text Generation


May 04, 2020
Ping Cai, Xingyuan Chen, Peng Jin, Hongjun Wang, Tianrui Li


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Minor Constraint Disturbances for Deep Semi-supervised Learning


Mar 13, 2020
Jielei Chu, Jing Liu, Hongjun Wang, Zhiguo Gong, Tianrui Li

* 14 pages 

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UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation


Feb 15, 2020
Huaishao Luo, Lei Ji, Botian Shi, Haoyang Huang, Nan Duan, Tianrui Li, Xilin Chen, Ming Zhou


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Learning with Noisy Labels for Sentence-level Sentiment Classification


Aug 31, 2019
Hao Wang, Bing Liu, Chaozhuo Li, Yan Yang, Tianrui Li

* to appear in EMNLP-IJCNLP 2019 

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Urban flows prediction from spatial-temporal data using machine learning: A survey


Aug 26, 2019
Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang


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DCEF: Deep Collaborative Encoder Framework for Unsupervised Clustering


Jun 12, 2019
Jielei Chu, Hongjun Wang, Jing Liu, Zeng Yu, Tianrui Li


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DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction


Jun 05, 2019
Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang

* Accepted to ACL 2019 

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Deep Uncertainty Learning: A Machine Learning Approach for Weather Forecasting


Dec 27, 2018
Bin Wang, Zheng Yan, Huaishao Luo, Tianrui Li, Jie Lu, Guangquan Zhang


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Deep Air Quality Forecasting Using Hybrid Deep Learning Framework


Dec 12, 2018
Shengdong Du, Tianrui Li, Yan Yang, Shi-Jinn Horng


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Self-learning Local Supervision Encoding Framework to Constrict and Disperse Feature Distribution for Clustering


Dec 05, 2018
Jielei Chu, Tianrui Li, Hongjun Wang, Jing Liu, Meng Hua


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Reconstruction of Hidden Representation for Robust Feature Extraction


Oct 23, 2018
Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen, Bing Liu

* This article has been accepted for publication in a future issue of ACM Transactions on Intelligent Systems and Technology 

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A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning


Jul 06, 2018
Shengdong Du, Tianrui Li, Xun Gong, Zeng Yu, Shi-Jinn Horng


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Improving Aspect Term Extraction with Bidirectional Dependency Tree Representation


May 21, 2018
Huaishao Luo, Tianrui Li, Bing Liu, Bin Wang, Herwig Unger


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Three-Stream Convolutional Networks for Video-based Person Re-Identification


Nov 22, 2017
Zeng Yu, Tianrui Li, Ning Yu, Xun Gong, Ke Chen, Yi Pan


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Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints


Jan 13, 2017
Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li

* 13pages 

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Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks


Jan 10, 2017
Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li

* 21 pages, 16 figures. arXiv admin note: substantial text overlap with arXiv:1610.00081 

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Parallel Large-Scale Attribute Reduction on Cloud Systems


Oct 06, 2016
Junbo Zhang, Tianrui Li, Yi Pan

* 14 pages, 10 figures 

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