Zhidi Lin
Scholar

Zhidi Lin

Google Scholar ID: 8BmRXqMAAAAJ
The University of Hong Kong
Approximate Bayesian InferenceDynamical SystemsGaussian ProcessBayesian Signal Processing
Citations & Impact
All-time
Citations
410
 
H-index
8
 
i10-index
5
 
Publications
20
 
Co-authors
17
list available
Resume (English only)
Academic Achievements
  • Paper 'Multi-View Oriented GPLVM: Expressiveness and Efficiency' accepted by NeurIPS 2025 (Sep 2025).
  • Paper 'Scalable Random Feature Latent Variable Models' accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (Jul 2025).
  • Paper 'Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction' accepted by IEEE Transactions on Mobile Computing (Apr 2025).
  • Paper 'Sparsity-Aware Distributed Learning for Gaussian Processes with Linear Multiple Kernel' accepted by IEEE Transactions on Neural Networks and Learning Systems (Jan 2025).
  • Paper 'Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference' accepted by IEEE Transactions on Signal Processing (Aug 2024).
  • Served as reviewer for ICLR 2025/2026, AISTATS 2025/2026, and ICASSP 2025/2026.
  • Co-organized the special session 'Bridging Signal Processing and Machine Learning with Gaussian Processes' at ICASSP 2026.