Publications

2025

1. ICLR

   DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models

   Wenlong Deng, Yize Zhao , Vala Vakilian , and 3 more authors

   International Conference on Learning Representations (spotlight 5%), 2025

   arXiv
2. ICLR

   GMValuator: Similarity-based Data Valuation for Generative Models

   Jiaxi Yang* , Wenlong Deng*, Benlin Liu , and 2 more authors

   International Conference on Learning Representations, 2025

   * Equal Contribution

   arXiv
3. ICLR

   Can Textual Gradient Work in Federated Learning

   Minghui Chen , Ruinan Jin , Wenlong Deng, and 4 more authors

   International Conference on Learning Representations, 2025

2024

1. Fairness

   LLM-Assisted Content Conditional Debiasing for Fair Text Embedding

   Wenlong Deng, Blair Chen , Xiaoxiao Li , and 1 more author

   under review, 2024

   arXiv

2. 

   Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning

   Wenlong Deng, Christos Thrampoulidis , and Xiaoxiao Li

   The IEEE Conference on Computer Vision and Pattern Recognition, 2024

   arXiv
3. Medical

   LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening

   Beidi Zhao , Wenlong Deng, Zi Han , and 5 more authors

   Medical Image Analysis , 2024

   arXiv
4. Fairness

   Universal Debiased Editing for Fair Medical Image Classification

   Ruinan Jin , Wenlong Deng, Minghui Chen , and 1 more author

   MICCAI, 2024

   arXiv

2023

1. Fairness

   On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations

   Wenlong Deng, Yuan Zhong , Qi Dou , and 1 more author

   In Information Processing in Medical Imaging (Accept rate 25%) , 2023

   arXiv
2. Medical

   Community-Aware Transformer for Autism Prediction in fMRI Connectome

   Anushree Bannadabhavi , Soojin Lee , Wenlong Deng, and 2 more authors

   In International Conference on Medical Image Computing and Computer-Assisted Intervention , 2023

2022

1. arxiv

   SML: Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction

   Wenlong Deng, Lang Lang , Zhen Liu , and 1 more author

   2022

   arXiv

2020

1. Construction

   Vision based pixel-level bridge structural damage detection using a link ASPP network

   Wenlong Deng, Y. Mou , T. Kashiwa , and 5 more authors

   Automation in Construction (IF:10.5), 2020

2. 

   Joint Human Pose Estimation and Stereo 3D Localization

   Wenlong Deng, Lorenzo Bertoni , Sven Kreiss , and 1 more author

   In 2020 IEEE International Conference on Robotics and Automation , 2020

2019

1. Construction

   Multi-class structural damage segmentation using fully convolutional networks

   Juan Jose Rubio , Takahiro Kashiwa , Teera Laiteerapong , and 6 more authors

   Computers in Industry (IF:11.2), 2019