publications
Publications in reversed chronological order.
2026
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Confidence-Aware Ranker Ensembles for Robust In-Context Knowledge Editing
Tejal Nair, Mahmud Wasif Nafee, Maiqi Jiang, Ye Gao, Haipeng Chen, Yanfu Zhang
ACL findings 2026 -
AffectCodec: Emotion-Preserving Neural Speech Codec for Expressive Speech Modeling
Jiacheng Shi, Hongfei Du, Xinyuan Song, Y. Alicia Hong, Yanfu Zhang, Ye Gao
ACL findings 2026 -
IMUVIE: Generalizable Pickup Measurement via Motion Movies
John Clapham, Matthew Chen, Omid Mersa, Kenneth Koltermann, Yanfu Zhang, Yuming Sun, Evie N. Burnet, Gang Zhou
CHASE 2026 -
Pairs, not Labels: Predicting Protein-Phenotpe Association via Link Prediction
Maiqi Jiang, Yanshuo Chen, Guodong Liu, Avinash Sahu, Ye Gao, Yanfu Zhang
ICASSP 2026 -
Hierarchical Convolution Multibranch Transformer for EEG Signals
Omid Mersa, Maiqi Jiang, Ye Gao, Qun Li, Yanfu Zhang
ICASSP 2026 -
Integrating Neural Differential Forecasting with Safe Reinforcement Learning for Blood Glucose Regulation
Yushen Liu, Yanfu Zhang, Xugui Zhou
ISBI 2026
2025
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Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization
Maiqi Jiang, Mahmud Wasif Nafee, Haipeng Chen, Yanfu Zhang
EMNLP 2025 -
Controllable Memorization in LLMs via Weight Pruning
Chenjie Ni, Zhepeng Wang, Runxue Bao, Shangqian Gao, Yanfu Zhang
EMNLP 2025 -
HCNQA: Enhancing 3D VQA with Hierarchical Concentration Narrowing Supervision
Shengli Zhou, Jianuo Zhu, Qilin Huang, Fangjing Wang, Yanfu Zhang, Feng Zheng
ICANN -
CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning
Jiacheng Shi, Yanfu Zhang, Ye Gao
Interspeech 2025 -
Safe Screening Rules for Group OWL Models
Runxue Bao, Quanchao Lu, Yanfu Zhang
IJCNN -
Safe Screening Rules for Group SLOPE
Runxue Bao, Quanchao Lu, Yanfu Zhang
ECML -
UniAV: Unified Audio-Visual Perception for Multi-Task Video Event Localization
Tiantian Geng, Teng Wang, Jinming Duan, Yanfu Zhang, Weili Guan, Feng Zheng, Ling Shao
IEEE TPAMI
2024
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Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
Zhepeng Wang, Runxue Bao, Yawen Wu, Jackson Taylor, Cao Xiao, Feng Zheng, Weiwen Jiang, Shangqian Gao, Yanfu Zhang
EMNLP 2024 -
BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks
Shangqian Gao, Yanfu Zhang, Feihu Huang, Heng Huang
CVPR 2024 -
Device-Wise Federated Network Pruning
Shangqian Gao, Junyi Li, Yanfu Zhang, Weidong Cai, Heng Huang
CVPR 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
CVPR 2024 -
Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes
Liqiong Wang, Jinyu Yang, Yanfu Zhang, Fangyi Wang, Feng Zheng
CVPR 2024 -
Brain Image Synthesis Using Incomplete Multimodal Data
Yanfu Zhang, Runxue Bao, Guodong Liu, Liang Zhan, Paul M. Thompson, Heng Huang
ISBI 2024 -
Neurodegenerative Disease Prediction via Transferable Deep Networks
Yanfu Zhang, Runxue Bao, Guodong Liu, Liang Zhan, Paul M. Thompson, Heng Huang
ISBI 2024 -
Edge-Aware Dual Branch Network for Nucleus Instance Segmentation
Junzhou Chen, Yanfu Zhang, Sidi Lu
SEC / Smart Moving
2023
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Interindividual Variability in Self-Monitoring of Blood Pressure Using Consumer-Purchased Wireless Devices
Yaguang Zheng, Yanfu Zhang, Heng Huang, Geoffrey H Tison, Lora E Burke, Saul Blecker, Victoria Vaughan Dickson, Jeffrey E Olgin, Gregory M Marcus, Mark J Pletcher
Nursing Research -
Structural Alignment for Network Pruning through Partial Regularization
Shangqian Gao, Zeyu Zhang, Yanfu Zhang, Feihu Huang, Heng Huang
ICCV 2023 -
Investigating the effect of neuropsychiatric symptoms on Alzheimer’s diagnosis using multi-modal brain networks
Lei Guo, Yanfu Zhang, Haoteng Tang, Scott R Mackin, Paul M Thompson, Heng Huang, Liang Zhan
Alzheimer’s & Dementia -
A Comprehensive Survey of Complex Brain Network Representation
Haoteng Tang, Guixiang Ma, Yanfu Zhang, Kai Ye, Lei Guo, Guodong Liu, Qi Huang, Yalin Wang, Olusola Ajilore, Alex D Leow, et al.
Meta-Radiology
2022
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Robust Self-Supervised Structural Graph Neural Network for Social Network Prediction
Yanfu Zhang, Hongchang Gao, Jian Pei, Heng Huang
WWW 2022 -
Improving social network embedding via new second-order continuous graph neural networks
Yanfu Zhang, Shangqian Gao, Jian Pei, Heng Huang
KDD 2022 -
SECANT: a biology-guided semi-supervised method for clustering, classification, and annotation of single-cell multi-omics
Xinjun Wang, Zhongli Xu, Haoran Hu, Xueping Zhou, Yanfu Zhang, Robert Lafyatis, Kong Chen, Heng Huang, Ying Ding, Richard H Duerr, et al.
PNAS Nexus -
Recover fair deep classification models via altering pre-trained structure
Yanfu Zhang, Shangqian Gao, Heng Huang
ECCV 2022 -
Disentangled differentiable network pruning
Shangqian Gao, Feihu Huang, Yanfu Zhang, Heng Huang
ECCV 2022 -
Toward Unified Data and Algorithm Fairness via Adversarial Data Augmentation and Adaptive Model Fine-tuning
Yanfu Zhang, Runxue Bao, Jian Pei, Heng Huang
ICDM 2022
2021
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Disentangled and proportional representation learning for multi-view brain connectomes
Yanfu Zhang, Liang Zhan, Shandong Wu, Paul Thompson, Heng Huang
MICCAI 2021 -
Learning better visual data similarities via new grouplet non-euclidean embedding
Yanfu Zhang, Lei Luo, Wenhan Xian, Heng Huang
ICCV 2021 -
Exploration and estimation for model compression
Yanfu Zhang, Shangqian Gao, Heng Huang
ICCV 2021 -
Unified fairness from data to learning algorithm
Yanfu Zhang, Lei Luo, Heng Huang
ICDM 2021 -
A faster decentralized algorithm for nonconvex minimax problems
Wenhan Xian, Feihu Huang, Yanfu Zhang, Heng Huang
NeurIPS 2021
2020
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BREM-SC: a bayesian random effects mixture model for joint clustering single cell multi-omics data
Xinjun Wang, Zhe Sun, Yanfu Zhang, Zhongli Xu, Hongyi Xin, Heng Huang, Richard H Duerr, Kong Chen, Ying Ding, Wei Chen
Nucleic Acids Research -
Adversarial nonnegative matrix factorization
Lei Luo, Yanfu Zhang, Heng Huang
ICML 2020 -
One-year Patterns of Home Blood Pressure Monitoring Using Consumer-purchased Wireless Devices in the Health Eheart Study
Yaguang Zheng, Yanfu Zhang, Heng Huang, Geoffrey H Tison, Lora E Burke, Jeffrey Olgin, Gregory M Marcus, Mark J Pletcher
Circulation
2019
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New graph-blind convolutional network for brain connectome data analysis
Yanfu Zhang, Heng Huang
IPMI 2019 -
Local-linear-fitting-based matting for joint hole filling and depth upsampling of RGB-D images
Yanfu Zhang, Li Ding, Gaurav Sharma
Journal of Electronic Imaging -
Integrating heterogeneous brain networks for predicting brain disease conditions
Yanfu Zhang, Liang Zhan, Weidong Cai, Paul Thompson, Heng Huang
MICCAI 2019 -
Biological knowledge guided deep neural network for brain genotype-phenotype association study
Yanfu Zhang, Liang Zhan, Paul M Thompson, Heng Huang
MBIA Workshop -
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, et al.
MICCAI 2019
2017
- Hazerd: an outdoor scene dataset and benchmark for single image dehazing
Yanfu Zhang, Li Ding, Gaurav Sharma
ICIP 2017
2016
- A local-linear-fitting-based matting approach for accurate depth upsampling
Yanfu Zhang, Li Ding, Gaurav Sharma
WNYISPW 2016
2014
- 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 Processing Letters