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Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task



Xiaoqing Ye , Mao Shu , Hanyu Li , Yifeng Shi , Yingying Li , Guangjie Wang , Xiao Tan , Errui Ding

* To appear in CVPR2022 

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Statistical Learning for Individualized Asset Allocation



Yi Ding , Yingying Li , Rui Song


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Safe Adaptive Learning-based Control for Constrained Linear Quadratic Regulators with Regret Guarantees



Yingying Li , Subhro Das , Jeff Shamma , Na Li


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Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video



Jie Wu , Wei Zhang , Guanbin Li , Wenhao Wu , Xiao Tan , Yingying Li , Errui Ding , Liang Lin

* accepted by IJCAI2021 

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Good Practices and A Strong Baseline for Traffic Anomaly Detection



Yuxiang Zhao , Wenhao Wu , Yue He , Yingying Li , Xiao Tan , Shifeng Chen

* We rank $1^{st}$ in the CVPR 2021 NVIDIA AI CITY Challenge for Traffic Anomaly detection 

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DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning



Wenhao Wu , Yuxiang Zhao , Yanwu Xu , Xiao Tan , Dongliang He , Zhikang Zou , Jin Ye , Yingying Li , Mingde Yao , Zichao Dong , Yifeng Shi

* Technical Report 

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Leveraging Predictions in Smoothed Online Convex Optimization via Gradient-based Algorithms



Yingying Li , Na Li

* NeurIPS 2020 

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Coherent Loss: A Generic Framework for Stable Video Segmentation



Mingyang Qian , Yi Fu , Xiao Tan , Yingying Li , Jinqing Qi , Huchuan Lu , Shilei Wen , Errui Ding

* 10 pages, 6 figures, 4 tables 

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Online Learning and Distributed Control for Residential Demand Response



Xin Chen , Yingying Li , Jun Shimada , Na Li


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