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Crash Report Data Analysis for Creating Scenario-Wise, Spatio-Temporal Attention Guidance to Support Computer Vision-based Perception of Fatal Crash Risks


Sep 06, 2021
Yu Li, Muhammad Monjurul Karim, Ruwen Qin

* journal={Accident Analysis \& Prevention}, volume={151}, pages={105962}, year={2021}, publisher={Elsevier} 
* 20 pages, 14 figures, submitted and accepted by Accident Analysis & Prevention 

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A Virtual Reality-based Training and Assessment System for Bridge Inspectors with an Assistant Drone


Sep 06, 2021
Yu Li, Muhammad Monjurul Karim, Ruwen Qin

* 22 pages, 11 figures. Submitted to IEEE Transactions on Human-Machine Systems on July 29th, 2021. Current state: Under review 

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Towards Vivid and Diverse Image Colorization with Generative Color Prior


Aug 19, 2021
Yanze Wu, Xintao Wang, Yu Li, Honglun Zhang, Xun Zhao, Ying Shan

* ICCV 2021 

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Spatial-Temporal Deep Intention Destination Networks for Online Travel Planning


Aug 09, 2021
Yu Li, Fei Xiong, Ziyi Wang, Zulong Chen, Chuanfei Xu, Yuyu Yin, Li Zhou


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Information Bottleneck Approach to Spatial Attention Learning


Aug 07, 2021
Qiuxia Lai, Yu Li, Ailing Zeng, Minhao Liu, Hanqiu Sun, Qiang Xu

* To appear in IJCAI 2021; with supplymentary 

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LHRM: A LBS based Heterogeneous Relations Model for User Cold Start Recommendation in Online Travel Platform


Aug 05, 2021
Ziyi Wang, Wendong Xiao, Yu Li, Zulong Chen, Zhi Jiang


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Towards explainable artificial intelligence (XAI) for early anticipation of traffic accidents


Jul 31, 2021
Muhammad Monjurul Karim, Yu Li, Ruwen Qin

* Submitted to TRB 2022 

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Protein-RNA interaction prediction with deep learning: Structure matters


Jul 26, 2021
Junkang Wei, Siyuan Chen, Licheng Zong, Xin Gao, Yu Li


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Tracking Instances as Queries


Jun 23, 2021
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Ying Shan, Bin Feng, Wenyu Liu

* CVPR 2021 Workshop. 2nd Place Solution for YouTube-VOS Challenge 2021: Video Instance Segmentation 
* Preprint. Work in progress 

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A system of vision sensor based deep neural networks for complex driving scene analysis in support of crash risk assessment and prevention


Jun 18, 2021
Muhammad Monjurul Karim, Yu Li, Ruwen Qin, Zhaozheng Yin

* 11 Pages, 8 Figures, Presented in TRB conference 

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A Dynamic Spatial-temporal Attention Network for Early Anticipation of Traffic Accidents


Jun 18, 2021
Muhammad Monjurul Karim, Yu Li, Ruwen Qin, Zhaozheng Yin

* 10 pages, 4 figures, submitted to a journal 

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The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity


Jun 04, 2021
David Gros, Yu Li, Zhou Yu


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Towards Emotional Support Dialog Systems


Jun 02, 2021
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang

* Accepted to ACL 2021 (Long Paper) 

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Instances as Queries


May 23, 2021
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu

* 14 pages, 8 figures, including the Appendix 

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TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks


May 21, 2021
Yu Li, Min Li, Qiuxia Lai, Yannan Liu, Qiang Xu


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QueryInst: Parallelly Supervised Mask Query for Instance Segmentation


May 16, 2021
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu

* Add results with Swin-L backbone, mask AP = 49.1 & box AP = 56.1 @ COCO test-dev 

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AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference


May 12, 2021
Min Li, Yu Li, Ye Tian, Li Jiang, Qiang Xu

* Accepted by DAC2021 

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LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing


May 05, 2021
Yu Li, Josh Arnold, Feifan Yan, Weiyan Shi, Zhou Yu


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DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems


Apr 16, 2021
Yu Li, Shirley Anugrah Hayati, Weiyan Shi, Zhou Yu


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Crossover Learning for Fast Online Video Instance Segmentation


Apr 13, 2021
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu


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Beyond Categorical Label Representations for Image Classification


Apr 06, 2021
Boyuan Chen, Yu Li, Sunand Raghupathi, Hod Lipson

* International Conference on Learning Representations (ICLR 2021). Project page is at \url{https://www.creativemachineslab.com/label-representation.html

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CLiMP: A Benchmark for Chinese Language Model Evaluation


Jan 26, 2021
Beilei Xiang, Changbing Yang, Yu Li, Alex Warstadt, Katharina Kann


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Towards Real-World Blind Face Restoration with Generative Facial Prior


Jan 11, 2021
Xintao Wang, Yu Li, Honglun Zhang, Ying Shan

* Technical report, 11 pages, 8 figures 

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Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration


Dec 31, 2020
Weiyan Shi, Yu Li, Saurav Sahay, Zhou Yu


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Two-Stage Single Image Reflection Removal with Reflection-Aware Guidance


Dec 02, 2020
Yu Li, Ming Liu, Yaling Yi, Qince Li, Dongwei Ren, Wangmeng Zuo


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Gunrock 2.0: A User Adaptive Social Conversational System


Nov 30, 2020
Kaihui Liang, Austin Chau, Yu Li, Xueyuan Lu, Dian Yu, Mingyang Zhou, Ishan Jain, Sam Davidson, Josh Arnold, Minh Nguyen, Zhou Yu

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2020) 

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DeepDyve: Dynamic Verification for Deep Neural Networks


Oct 16, 2020
Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu


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