💻 Selected Research Papers

My full paper list is shown at my personal homepage.

🎙 Generalization

• ICLR 2023 Generalization Bounds for Federated Learning: Fast Rates, Unparticipating Clients and Unbounded Losses Xiaolin Hu, Shaojie Li, Yong Liu, Video

🧬 AI+Science

• APMC 2020 A Deep Learning Framework for Solving Rectangular Waveguide Problems Xiaolin Hu, Nicholas E. Buri, (Oral) |

• APMC 2019 Capacity Estimation of MIMO Systems via Support Vector Regression Xiaolin Hu, Nicholas E. Buri, (Oral)

• APMC 2020 Multiple Signal DoA Estimation with Unknown Electromagnetic Coupling using Gaussian Process Qifeng Wang, Nicholas E. Buris, Xiaolin Hu, APMC 2020

🧑‍🎨 Generative Model

• ICIP 2021 3D Grid Transformation Network For Point Cloud Completion Xiaobao Deng, Xiaolin Hu, Nicholas E. Buris, Ping An, Yilei Chen

🚍 Others

• Wavelength-tunable Q-switched fiber laser based on a 45 tilted fiber grating Xiaolin Hu, Zhijun Yan, Qianqian Huang, Chuanhang Zou, Tianxing Wang, Chengbo Mou, Opto-Electronic Engineering 2018