Scholar
Zhihao Duan
Google Scholar ID: 9ctnr1kAAAAJ
PhD candidate, Purdue University
Citations & Impact
Citations
373
H-index
9
i10-index
8
Publications
15
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Balanced Rate-Distortion Optimization in Learned Image Compression' accepted to CVPR 2025
- Paper 'CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning' accepted to CVPR 2025
- Paper 'Towards Backward-Compatible Continual Learning of Image Compression' accepted to CVPR 2024
- Paper 'QARV: Quantization-Aware ResNet VAE for Lossy Image Compression' published in IEEE TPAMI (June 2024)
- Paper 'Lossy Image Compression with Quantized Hierarchical VAEs' awarded Best Paper Award (Algorithms) at WACV 2023
- Paper 'Efficient Feature Compression for Edge-Cloud Systems' selected as Best Paper Award Finalist (top 5%) at Picture Coding Symposium 2022
Background
- PhD candidate in Electrical and Computer Engineering (ECE) at Purdue University
- Member of the Video and Image Processing Lab
- Research lies at the intersection of data compression, computer vision, and machine learning
- Aims to improve visual data compression using deep learning (compression using AI)
- Designs compressors tailored to downstream vision tasks (compression for AI)
- Also worked on neural network model compression (compression of AI)
