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He Li

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Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

Nov 12, 2023
Wenke Huang, Mang Ye, Zekun Shi, Guancheng Wan, He Li, Bo Du, Qiang Yang

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An Efficient Imbalance-Aware Federated Learning Approach for Wearable Healthcare with Autoregressive Ratio Observation

Oct 30, 2023
Wenhao Yan, He Li, Kaoru Ota, Mianxiong Dong

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A Unified Perspective on Multiple Shooting In Differential Dynamic Programming

Sep 28, 2023
He Li, Wenhao Yu, Tingnan Zhang, Patrick M. Wensing

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Constrained CycleGAN for Effective Generation of Ultrasound Sector Images of Improved Spatial Resolution

Sep 02, 2023
Xiaofei Sun, He Li, Wei-Ning Lee

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When Monte-Carlo Dropout Meets Multi-Exit: Optimizing Bayesian Neural Networks on FPGA

Aug 13, 2023
Hongxiang Fan, Hao Chen, Liam Castelli, Zhiqiang Que, He Li, Kenneth Long, Wayne Luk

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iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained Optimization and Imitation Learning

May 23, 2023
Lexiong Huang, Ruihua Han, Guoliang Li, He Li, Shuai Wang, Yang Wang, Chengzhong Xu

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Online Statistical Inference for Contextual Bandits via Stochastic Gradient Descent

Dec 30, 2022
Xi Chen, Zehua Lai, He Li, Yichen Zhang

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Versatile Real-Time Motion Synthesis via Kino-Dynamic MPC with Hybrid-Systems DDP

Sep 28, 2022
He Li, Tingnan Zhang, Wenhao Yu, Patrick M. Wensing

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