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Yu Li

Department of Computer Science and Engineering, CUHK, Hong Kong SAR, China, 2The CUHK Shenzhen Research Institute, Hi-Tech Park, Nanshan, Shenzhen, 518057, China

Active Learning for Open-set Annotation


Jan 18, 2022
Kun-Peng Ning, Xun Zhao, Yu Li, Sheng-Jun Huang


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Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information


Dec 15, 2021
Bowen Yang, Cong Han, Yu Li, Lei Zuo, Zhou Yu


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Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation


Dec 15, 2021
Yu Li, Baolin Peng, Yelong Shen, Yi Mao, Lars Liden, Zhou Yu, Jianfeng Gao


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Contrastive Cycle Adversarial Autoencoders for Single-cell Multi-omics Alignment and Integration


Dec 14, 2021
Xuesong Wang, Zhihang Hu, Tingyang Yu, Ruijie Wang, Yumeng Wei, Juan Shu, Jianzhu Ma, Yu Li


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CLMB: deep contrastive learning for robust metagenomic binning


Nov 18, 2021
Pengfei Zhang, Zhengyuan Jiang, Yixuan Wang, Yu Li

* 20 pages, 9 figures 

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HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides


Nov 11, 2021
Qinze Yu, Zhihang Dong, Xingyu Fan, Licheng Zong, Yu Li

* 16 pages 8 figures 

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Generalized Anomaly Detection


Oct 28, 2021
Suresh Singh, Minwei Luo, Yu Li

* 13 pages 

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Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations


Oct 19, 2021
Yu Song, Jianxun Lian, Shuai Sun, Hong Huang, Yu Li, Hai Jin, Xing Xie

* WSDM 2022 

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Orthogonal Graph Neural Networks


Sep 23, 2021
Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang


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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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