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2020 – today
- 2024
[c29]Shangqian Gao, Junyi Li, Zeyu Zhang, Yanfu Zhang, Weidong Cai, Heng Huang:
Device-Wise Federated Network Pruning. CVPR 2024: 12342-12352- [c28]Shangqian Gao, Yanfu Zhang, Feihu Huang, Heng Huang:
BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks. CVPR 2024: 16090-16100 - [c27]Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang:
Auto- Train-Once: Controller Network Guided Automatic Network Pruning from Scratch. CVPR 2024: 16163-16173 - [c26]Liqiong Wang, Jinyu Yang, Yanfu Zhang, Fangyi Wang, Feng Zheng:
Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes. CVPR 2024: 17201-17211 - [c25]Zhepeng Wang, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng, Weiwen Jiang, Shangqian Gao, Yanfu Zhang:
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting. EMNLP 2024: 9782-9796 - [c24]Yanfu Zhang, Guodong Liu, Runxue Bao, Liang Zhan, Paul Thompson, Heng Huang:
Brain Image Synthesis Using Incomplete Multimodal Data. ISBI 2024: 1-5 - [c23]Yanfu Zhang, Guodong Liu, Runxue Bao, Liang Zhan, Paul Thompson, Heng Huang:
Neurodegenerative Disease Prediction via Transferable Deep Networks. ISBI 2024: 1-5 - [c22]Zhepeng Wang, Runxue Bao, Yawen Wu, Guodong Liu, Lei Yang, Liang Zhan, Feng Zheng, Weiwen Jiang, Yanfu Zhang:
Self-guided Knowledge-Injected Graph Neural Network for Alzheimer's Diseases. MICCAI (2) 2024: 378-388 - [i7]Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang:
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch. CoRR abs/2403.14729 (2024) - [i6]Tiantian Geng, Teng Wang, Yanfu Zhang, Jinming Duan, Weili Guan, Feng Zheng:
UniAV: Unified Audio-Visual Perception for Multi-Task Video Localization. CoRR abs/2404.03179 (2024) - [i5]Zhepeng Wang, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng, Weiwen Jiang, Shangqian Gao, Yanfu Zhang:
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting. CoRR abs/2409.13853 (2024) - 2023
- [c21]Jason Xiaotian Dou, Runxue Bao, Susan Song, Shuran Yang, Yanfu Zhang, Paul Pu Liang, Haiyi Harry Mao:
Demystify the Gravity Well in the Optimization Landscape (Student Abstract). AAAI 2023: 16202-16203 - [c20]Shangqian Gao, Zeyu Zhang, Yanfu Zhang, Feihu Huang, Heng Huang:
Structural Alignment for Network Pruning through Partial Regularization. ICCV 2023: 17356-17366 - 2022
- [c19]Shangqian Gao
, Feihu Huang, Yanfu Zhang, Heng Huang:
Disentangled Differentiable Network Pruning. ECCV (11) 2022: 328-345 - [c18]Yanfu Zhang, Shangqian Gao, Heng Huang:
Recover Fair Deep Classification Models via Altering Pre-trained Structure. ECCV (13) 2022: 481-498 - [c17]Yanfu Zhang, Runxue Bao, Jian Pei, Heng Huang:
Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning. ICDM 2022: 1317-1322 - [c16]Yanfu Zhang, Shangqian Gao, Jian Pei, Heng Huang:
Improving Social Network Embedding via New Second-Order Continuous Graph Neural Networks. KDD 2022: 2515-2523 - [c15]Yanfu Zhang, Hongchang Gao, Jian Pei, Heng Huang:
Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction. WWW 2022: 1352-1361 - [d1]Yanfu Zhang, Li Ding, Gaurav Sharma:
HazeRD: An Outdoor Scene Dataset and Benchmark for Single Image Dehazing. IEEE DataPort, 2022
- 2021
- [c14]Yanfu Zhang, Shangqian Gao, Heng Huang:
Exploration and Estimation for Model Compression. ICCV 2021: 477-486 - [c13]Yanfu Zhang, Lei Luo, Wenhan Xian, Heng Huang:
Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding. ICCV 2021: 9898-9907 - [c12]Yanfu Zhang, Lei Luo, Heng Huang:
Unified Fairness from Data to Learning Algorithm. ICDM 2021: 1499-1504 - [c11]Yanfu Zhang, Liang Zhan, Shandong Wu, Paul M. Thompson, Heng Huang:
Disentangled and Proportional Representation Learning for Multi-view Brain Connectomes. MICCAI (7) 2021: 508-518 - [c10]Wenhan Xian, Feihu Huang, Yanfu Zhang, Heng Huang:
A Faster Decentralized Algorithm for Nonconvex Minimax Problems. NeurIPS 2021: 25865-25877 - [i4]Bin Gu, Guodong Liu, Yanfu Zhang, Xiang Geng, Heng Huang:
Optimizing Large-Scale Hyperparameters via Automated Learning Algorithm. CoRR abs/2102.09026 (2021) - 2020
- [c9]Lei Luo, Yanfu Zhang, Heng Huang:
Adversarial Nonnegative Matrix Factorization. ICML 2020: 6479-6488
2010 – 2019
- 2019
- [j2]Yanfu Zhang, Li Ding, Gaurav Sharma:
Local-linear-fitting-based matting for joint hole filling and depth upsampling of RGB-D images. J. Electronic Imaging 28(3): 033019 (2019) - [c8]Wenshan Wang, Aayush Ahuja, Yanfu Zhang, Rogerio Bonatti, Sebastian A. Scherer:
Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-Supervised Regression. ICRA 2019: 5901-5907 - [c7]Yanfu Zhang, Heng Huang:
New Graph-Blind Convolutional Network for Brain Connectome Data Analysis. IPMI 2019: 669-681 - [c6]Yanfu Zhang, Liang Zhan, Paul M. Thompson, Heng Huang:
Biological Knowledge Guided Deep Neural Network for Brain Genotype-Phenotype Association Study. MBIA/MFCA@MICCAI 2019: 84-92 - [c5]Yanfu Zhang, Liang Zhan, Weidong Cai, Paul Thompson, Heng Huang:
Integrating Heterogeneous Brain Networks for Predicting Brain Disease Conditions. MICCAI (4) 2019: 214-222 - [c4]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:
Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Function. MICCAI (5) 2019: 503-511 - [i3]Wenshan Wang, Aayush Ahuja, Yanfu Zhang, Rogerio Bonatti, Sebastian A. Scherer:
Improved Generalization of Heading Direction Estimation for Aerial Filming Using Semi-supervised Regression. CoRR abs/1903.11174 (2019) - 2018
- [c3]Yanfu Zhang, Wenshan Wang, Rogerio Bonatti, Daniel Maturana, Sebastian A. Scherer:
Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories. CoRL 2018: 894-905 - [c2]Rogerio Bonatti, Yanfu Zhang, Sanjiban Choudhury, Wenshan Wang, Sebastian A. Scherer:
Autonomous Drone Cinematographer: Using Artistic Principles to Create Smooth, Safe, Occlusion-Free Trajectories for Aerial Filming. ISER 2018: 119-129 - [i2]Rogerio Bonatti, Yanfu Zhang, Sanjiban Choudhury, Wenshan Wang, Sebastian A. Scherer:
Autonomous drone cinematographer: Using artistic principles to create smooth, safe, occlusion-free trajectories for aerial filming. CoRR abs/1808.09563 (2018) - [i1]Yanfu Zhang, Wenshan Wang, Rogerio Bonatti, Daniel Maturana, Sebastian A. Scherer:
Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories. CoRR abs/1810.07225 (2018) - 2017
- [c1]Yanfu Zhang, Li Ding, Gaurav Sharma:
HazeRD: An outdoor scene dataset and benchmark for single image dehazing. ICIP 2017: 3205-3209 - 2015
- [j1]Liu Cao, Longxu Jin, Hongjiang Tao, Guoning Li, Zhuang Zhuang, Yanfu Zhang:
Multi-Focus Image Fusion Based on Spatial Frequency in Discrete Cosine Transform Domain. IEEE Signal Process. Lett. 22(2): 220-224 (2015)
Coauthor Index
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