One-shot Distibuted Algorithm for PCA with RBF Kernels

Fan He, Kexin Lv, Jie Yang +1

Benign on Label, Malicious by Design: Clean-Label Dormant-to-Activated Backdoor via Machine Unlearning with Removable Camouflage

Dongdong Zhao, Can Li, Xiang Yao +3

The paper proposes a clean‑label backdoor attack that stays dormant during training and becomes active only after specific camouflage samples are removed via machine unlearning, us…

One-shot Distributed Algorithm for Generalized Eigenvalue Problem

Kexin Lv, Fan He, Xiaolin Huang +2

Principle-Guided Verilog Optimization: IP-Safe Knowledge Transfer via Local-Cloud Collaboration

Jing Wang, Zheng Li, Lei Li +6

Random Fourier Features for Asymmetric Kernels

Mingzhen He, Fan He, Fanghui Liu +1

Learning Analysis of Kernel Ridgeless Regression with Asymmetric Kernel Learning

Fan He, Mingzhen He, Lei Shi +2

Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels

Fan He, Mingzhen He, Lei Shi +2

A Decentralized Framework for Kernel PCA with Projection Consensus Constraints

Fan He, Ruikai Yang, Lei Shi +1

Equivalent circuit model for electrosorption with redox active materials

Fan He, Martin Z. Bazant, T. Alan Hatton

Learning with Asymmetric Kernels: Least Squares and Feature Interpretation

Mingzhen He, Fan He, Lei Shi +2

Online PCB Defect Detector On A New PCB Defect Dataset

Sanli Tang, Fan He, Xiaolin Huang +1

Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Method

Ruikai Yang, Fan He, Mingzhen He +2

Theory of Faradaically Modulated Redox Active Electrodes for Electrochemically Mediated Selective Adsorption Processes

Fan He, Martin Z. Bazant, T. Alan Hatton

Percept-WAM: Perception-Enhanced World-Awareness-Action Model for Robust End-to-End Autonomous Driving

Jianhua Han, Meng Tian, Jiangtong Zhu +16

Distilling Object Detectors With Global Knowledge

Sanli Tang, Zhongyu Zhang, Zhanzhan Cheng +4

Relevance Attack on Detectors

Sizhe Chen, Fan He, Xiaolin Huang +1

Decentralized Kernel Ridge Regression Based on Data-Dependent Random Feature

Ruikai Yang, Fan He, Mingzhen He +2

Unique Ferroelectric Fatigue Behavior and Exceptional High Temperature Retention in Al0.93B0.07N Films

Wanlin Zhu, Fan He, John Hayden +7

Fast Signal Recovery from Saturated Measurements by Linear Loss and Nonconvex Penalties

Fan He, Xiaolin Huang, Yipeng Liu +1