Yanfu Zhang

According to our database, Yanfu Zhang authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch.

Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang

CoRR, 2024

2023

Structural Alignment for Network Pruning through Partial Regularization.

Shangqian Gao, Zeyu Zhang, Yanfu Zhang, Feihu Huang, Heng Huang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Demystify the Gravity Well in the Optimization Landscape (Student Abstract).

Jason Xiaotian Dou, Runxue Bao, Susan Song, Shuran Yang, Yanfu Zhang, Paul Pu Liang, Haiyi Harry Mao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing.

Yanfu Zhang, Li Ding, Gaurav Sharma

Dataset, May, 2022

Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction.

Yanfu Zhang, Hongchang Gao, Jian Pei, Heng Huang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Improving Social Network Embedding via New Second-Order Continuous Graph Neural Networks.

Yanfu Zhang, Shangqian Gao, Jian Pei, Heng Huang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning.

Yanfu Zhang, Runxue Bao, Jian Pei, Heng Huang

Proceedings of the IEEE International Conference on Data Mining, 2022

Recover Fair Deep Classification Models via Altering Pre-trained Structure.

Yanfu Zhang, Shangqian Gao, Heng Huang

Proceedings of the Computer Vision - ECCV 2022, 2022

Disentangled Differentiable Network Pruning.

Shangqian Gao, Feihu Huang, Yanfu Zhang, Heng Huang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Optimizing Large-Scale Hyperparameters via Automated Learning Algorithm.

Bin Gu, Guodong Liu, Yanfu Zhang, Xiang Geng, Heng Huang

CoRR, 2021

A Faster Decentralized Algorithm for Nonconvex Minimax Problems.

Wenhan Xian, Feihu Huang, Yanfu Zhang, Heng Huang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Disentangled and Proportional Representation Learning for Multi-view Brain Connectomes.

Yanfu Zhang, Liang Zhan, Shandong Wu, Paul M. Thompson, Heng Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unified Fairness from Data to Learning Algorithm.

Yanfu Zhang, Lei Luo, Heng Huang

Proceedings of the IEEE International Conference on Data Mining, 2021

Exploration and Estimation for Model Compression.

Yanfu Zhang, Shangqian Gao, Heng Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding.

Yanfu Zhang, Lei Luo, Wenhan Xian, Heng Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Adversarial Nonnegative Matrix Factorization.

Lei Luo, Yanfu Zhang, Heng Huang

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Local-linear-fitting-based matting for joint hole filling and depth upsampling of RGB-D images.

Yanfu Zhang, Li Ding, Gaurav Sharma

J. Electronic Imaging, 2019

Biological Knowledge Guided Deep Neural Network for Brain Genotype-Phenotype Association Study.

Yanfu Zhang, Liang Zhan, Paul M. Thompson, Heng Huang

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions.

Yanfu Zhang, Liang Zhan, Weidong Cai, Paul Thompson, Heng Huang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function.

Igor Fortel, Mitchell Butler, Laura E. Korthauer, Liang Zhan, Olusola Ajilore, Ira Driscoll, Anastasios Sidiropoulos, Yanfu Zhang, Lei Guo, Heng Huang, Dan Schonfeld, Alex D. Leow

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

New Graph-Blind Convolutional Network for Brain Connectome Data Analysis.

Yanfu Zhang, Heng Huang

Proceedings of the Information Processing in Medical Imaging, 2019

Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-Supervised Regression.

Wenshan Wang, Aayush Ahuja, Yanfu Zhang, Rogerio Bonatti, Sebastian A. Scherer

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Autonomous Drone Cinematographer: Using Artistic Principles to Create Smooth, Safe, Occlusion-Free Trajectories for Aerial Filming.

Rogerio Bonatti, Yanfu Zhang, Sanjiban Choudhury, Wenshan Wang, Sebastian A. Scherer

Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories.

Yanfu Zhang, Wenshan Wang, Rogerio Bonatti, Daniel Maturana, Sebastian A. Scherer

Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017

HazeRD: An outdoor scene dataset and benchmark for single image dehazing.

Yanfu Zhang, Li Ding, Gaurav Sharma

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2015

Multi-Focus Image Fusion Based on Spatial Frequency in Discrete Cosine Transform Domain.

Liu Cao, Longxu Jin, Hongjiang Tao, Guoning Li, Zhuang Zhuang, Yanfu Zhang

IEEE Signal Process. Lett., 2015