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Xiao Li

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System-level Safety Guard: Safe Tracking Control through Uncertain Neural Network Dynamics Models

Dec 11, 2023
Xiao Li, Yutong Li, Anouck Girard, Ilya Kolmanovsky

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High Probability Guarantees for Random Reshuffling

Dec 08, 2023
Hengxu Yu, Xiao Li

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A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization

Dec 02, 2023
Xiao Li, Andre Milzarek, Junwen Qiu

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Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning

Nov 26, 2023
Weijie Jin, Jing Zhang, Chao-Kai Wen, Shi Jin, Xiao Li, Shuangfeng Han

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Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation (Extended Version)

Nov 14, 2023
Xiao Li, Huan Li, Hua Lu, Christian S. Jensen, Varun Pandey, Volker Markl

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Understanding Deep Representation Learning via Layerwise Feature Compression and Discrimination

Nov 06, 2023
Peng Wang, Xiao Li, Can Yaras, Zhihui Zhu, Laura Balzano, Wei Hu, Qing Qu

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Neural Collapse in Multi-label Learning with Pick-all-label Loss

Nov 01, 2023
Pengyu Li, Yutong Wang, Xiao Li, Qing Qu

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Decision-Making for Autonomous Vehicles with Interaction-Aware Behavioral Prediction and Social-Attention Neural Network

Nov 01, 2023
Xiao Li, Kaiwen Liu, H. Eric Tseng, Anouck Girard, Ilya Kolmanovsky

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