Fengqing Zhu

Associate Professor, ECE, Purdue University, Purdue University

Joined

July 2019

Names

Fengqing Zhu

Emails

****@ecn.purdue.edu (Confirmed)

****@purdue.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

ECE, Purdue University, Purdue University (ecn.purdue.edu)

2022 – Present

Assistant Professor

ECE, Purdue University, Purdue University (ecn.purdue.edu)

2015 – 2022

Staff Researcher

Huawei Technologies Ltd. (huawei.com)

2012 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Edward J Delp

2005 – 2011

Expertise

image processing

Present

video compression

Present

computer vision

Present

smart health

Present

Publications

Can You Hear, Localize, and Segment Continually? An Exemplar-Free Continual Learning Benchmark for Audio-Visual Segmentation
Siddeshwar Raghavan, Gautham Vinod, Bruce Coburn, Fengqing Zhu
- OpenReview Archive Direct Upload
- Readers: Everyone
Low-Rank Adaptation of Pre-Trained Vision Backbones for Energy-Efficient Image Coding For Machines
Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu
- 2025 IEEE International Conference on Image Processing (ICIP)
- Readers: Everyone
Uni-LVC: A Unified Method for Intra- and Inter-Mode Learned Video Compression
Yichi Zhang, Ruoyu Yang, Fengqing Zhu
- arXiv
- Readers: Everyone
QARV++: An improved hierarchical VAE for learned image compression
Yichi Zhang, Yuning Huang, Fengqing Zhu
- IEEE Transactions on Circuits and Systems for Video Technology
- Readers: Everyone
PANDA--Patch And Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning
Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
- Proceedings of the AAAI Conference on Artificial Intelligence
- Readers: Everyone
Towards Second-Order Optimization in Learned Image Compression: Faster, Better, and More Deployable
Yichi Zhang, Fengqing Zhu
- Submitted to ICLR 2026
- Readers: Everyone
Evaluating Large Multimodal Models for Nutrition Analysis: A New Benchmark Enriched with Contextual Metadata
Bruce Coburn, Jiangpeng He, Megan Rollo, Satvinder S. Dhaliwal, Deborah Kerr, Fengqing Zhu
- BHI 2025
- Readers: Everyone
On Efficient Neural Network Architectures for Image Compression
Yichi Zhang, Zhihao Duan, Fengqing Zhu
- ICIP 2024
- Readers: Everyone
Accelerating Learned Image Compression Through Modeling Neural Training Dynamics
Yichi Zhang, Zhihao Duan, Yuning Huang, Fengqing Zhu
- Accepted by TMLR
- Readers: Everyone
DELTA: Decoupling Long-Tailed Online Continual Learning
Siddeshwar Raghavan, Jiangpeng He, Fengqing Zhu
- Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
- Readers: Everyone

View all 114 publications

Co-Authors

View all 102 co-authors