YS
Yanning Shen
cs.LGstat.MLcs.ITmath.ITcs.AIcs.CYcs.SYeess.SYcs.SIeess.SP
On Valency
published · living versionsW_7fxt55mw·v1 · currentpublished
Preprints & journals
52 papers in the corpus · 2012–2026A concise mathematical description of signal transformations across the hippocampal apical CA3 to CA1 dendritic response.41768319 · Gattas, Sandra, Le, Aliza A, Karimi Abadchi, Javad et al.2026 · 0 citationsFrontiers in neural circuits. 2025;19:1545031
Enhanced Multi-model Online Conformal Prediction2601.01692v1 · Erfan Hajihashemi, Yanning Shen2026 · 0 citationsarXiv
Online Learning and Coverage of Unknown Fields Using Random-Feature Gaussian Processes2509.08117v2 · Ruijie Du, Ruoyu Lin, Yanning Shen et al.2025 · 0 citationsarXiv
Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach.40030187 · Du, Ruijie, Muthirayan, Deepan, Khargonekar, Pramod P et al.2025 · 3 citationsIEEE transactions on neural networks and learning systems. 2025;36(7):13149-13161
Multi-model Online Conformal Prediction with Graph-Structured Feedback2506.20898v2 · Erfan Hajihashemi, Yanning Shen2025 · 0 citationsarXiv
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models2505.22935v2 · Jipeng Li, Yanning Shen2025 · 0 citationsarXiv
Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions2505.19352v1 · Chenrui Ma, Xi Xiao, Tianyang Wang et al.2025 · 0 citationsarXiv
Unlearning Algorithmic Biases over Graphs2505.14945v1 · O. Deniz Kose, Gonzalo Mateos, Yanning Shen2025 · 0 citationsarXiv
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge2505.07997v2 · Tianyu Zhang, Shen Dong, O. Deniz Kose et al.2025 · 2 citationsarXiv
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning2412.01773v1 · Lisha Chen, AFM Saif, Yanning Shen et al.2024 · 1 citationarXiv
Gradient Inversion Attack on Graph Neural Networks2411.19440v2 · Divya Anand Sinha, Ruijie Du, Yezi Liu et al.2024 · 0 citationsTransactions on Machine Learning Research, 2025, 2835-8856
Multi-model Ensemble Conformal Prediction in Dynamic Environments2411.03678v1 · Erfan Hajihashemi, Yanning Shen2024 · 3 citationsarXiv
Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning2410.21547v1 · Pouya M. Ghari, Yanning Shen2024 · 14 citationsarXiv
Demystifying and Mitigating Bias for Node Representation Learning.37067970 · Kose, O Deniz, Shen, Yanning2024 · 9 citationsIEEE transactions on neural networks and learning systems. 2024;35(9):12899-12912
FairViT: Fair Vision Transformer via Adaptive Masking2407.14799v1 · Bowei Tian, Ruijie Du, Yanning Shen2024 · 5 citationsarXiv
TinyGraph: Joint Feature and Node Condensation for Graph Neural Networks2407.08064v1 · Yezi Liu, Yanning Shen2024 · 2 citationsarXiv
Online Learning With Uncertain Feedback Graphs.37021853 · Ghari, Pouya M, Shen, Yanning2025 · 2 citationsIEEE transactions on neural networks and learning systems. 2024;35(7):9636-9650
Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks.35245202 · Li, Maosen, Chen, Siheng, Shen, Yanning et al.2025 · 61 citationsIEEE transactions on neural networks and learning systems. 2024;35(4):4768-4782
FairWire: Fair Graph Generation2402.04383v1 · O. Deniz Kose, Yanning Shen2024 · 5 citationsarXiv
Budgeted Online Model Selection and Fine-Tuning via Federated Learning2401.10478v1 · Pouya M. Ghari, Yanning Shen2024 · 0 citationsarXiv
Personalized Online Federated Learning with Multiple Kernels2311.05108v1 · Pouya M. Ghari, Yanning Shen2023 · 4 citationsin Advances in Neural Information Processing Systems, volume 35, pages 33316--33329, 2022
Fairness-aware Optimal Graph Filter Design2310.14432v1 · O. Deniz Kose, Yanning Shen, Gonzalo Mateos2023 · 3 citationsarXiv
Analysis of relative error in perturbation Monte Carlo simulations of radiative transport.37293394 · Parsanasab, Mahsa, Hayakawa, Carole, Spanier, Jerome et al.2023 · 5 citationsJournal of biomedical optics. 2023;28(6):065001
Model Extraction Attacks Against Reinforcement Learning Based Controllers2304.13090v1 · Momina Sajid, Yanning Shen, Yasser Shoukry2023 · 5 citationsarXiv
FairGAT: Fairness-aware Graph Attention Networks2303.14591v1 · O. Deniz Kose, Yanning Shen2023 · 12 citationsarXiv
Fairness-Aware Graph Filter Design2303.11459v1 · O.Deniz Kose, Yanning Shen, Gonzalo Mateos2023 · 6 citationsarXiv
Change Point Detection Approach for Online Control of Unknown Time Varying Dynamical Systems2210.11684v6 · Deepan Muthirayan, Ruijie Du, Yanning Shen et al.2022 · 1 citationarXiv
Explaining Dynamic Graph Neural Networks via Relevance Back-propagation2207.11175v1 · Jiaxuan Xie, Yezi Liu, Yanning Shen2022 · 7 citationsarXiv
Signal Transformations and New Timing Rules of Hippocampal CA3 to CA1 Synapses10.1101/2022.05.26.493588v2 · Gattas, S., Le, A., Abadchi, J. K. et al.2022 · 0 citationsbioRxiv
FairNorm: Fair and Fast Graph Neural Network Training2205.09977v1 · O. Deniz Kose, Yanning Shen2022 · 5 citationsarXiv
Graph-Assisted Communication-Efficient Ensemble Federated Learning2202.13447v1 · Pouya M Ghari, Yanning Shen2022 · 5 citationsarXiv
Fair Node Representation Learning via Adaptive Data Augmentation2201.08549v1 · O. Deniz Kose, Yanning Shen2022 · 14 citationsarXiv
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network2107.00894v1 · Maosen Li, Siheng Chen, Yanning Shen et al.2021 · 2 citationsarXiv
Multiple Kernel Representation Learning on Networks2106.05057v2 · Abdulkadir Celikkanat, Yanning Shen, Fragkiskos D. Malliaros2021 · 6 citationsarXiv
Fairness-Aware Node Representation Learning2106.05391v1 · Oyku Deniz Kose, Yanning Shen2021 · 10 citationsarXiv
Graph-Aided Online Multi-Kernel Learning2102.04690v1 · Pouya M Ghari, Yanning Shen2021 · 1 citationarXiv
Graph-based Learning under Perturbations via Total Least-Squares.33746467 · Ceci, Elena, Shen, Yanning, Giannakis, Georgios B et al.2021 · 20 citationsIEEE transactions on signal processing : a publication of the IEEE Signal Processing Society. 2020;68:2870-2882
Nonlinear Structural Vector Autoregressive Models with Application to Directed Brain Networks.31592214 · Shen, Yanning, Giannakis, Georgios B, Baingana, Brian2020 · 57 citationsIEEE transactions on signal processing : a publication of the IEEE Signal Processing Society. 2019;67(20):5325-5339
Online Graph-Adaptive Learning with Scalability and Privacy1812.00974v1 · Yanning Shen, Geert Leus, Georgios B. Giannakis2018 · 41 citationsarXiv
Semi-Blind Inference of Topologies and Dynamical Processes over Graphs1805.06095v1 · Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis2018 · 74 citationsarXiv
Canonical Correlation Analysis of Datasets with a Common Source Graph1803.10309v1 · Jia Chen, Gang Wang, Yanning Shen et al.2018 · 36 citationsarXiv
Nonlinear Dimensionality Reduction on Graphs1801.09390v2 · Yanning Shen, Panagiotis A. Traganitis, Georgios B. Giannakis2018 · 20 citationsarXiv
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics1712.09983v3 · Yanning Shen, Tianyi Chen, Georgios B. Giannakis2017 · 50 citationsarXiv
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks1610.08189v1 · Yanning Shen, Brian Baingana, Georgios B. Giannakis2016 · 73 citationsarXiv
Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity1610.06551v1 · Yanning Shen, Brian Baingana, Georgios B. Giannakis2016 · 27 citationsarXiv
Online Categorical Subspace Learning for Sketching Big Data with Misses1609.08235v1 · Yanning Shen, Morteza Mardani, Georgios B. Giannakis2016 · 22 citationsarXiv
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks1605.03122v1 · Yanning Shen, Brian Baingana, Georgios B. Giannakis2016 · 95 citationsarXiv
Prior Support Knowledge-Aided Sparse Bayesian Learning with Partly Erroneous Support Information1410.5055v1 · Jun Fang, Yanning Shen, Fuwei Li et al.2014 · 0 citationsarXiv
Super-Resolution Compressed Sensing: An Iterative Reweighted Algorithm for Joint Parameter Learning and Sparse Signal Recovery1401.4312v1 · Jun Fang, Jing Li, Yanning Shen et al.2014 · 78 citationsarXiv
Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals1311.2150v1 · Jun Fang, Yanning Shen, Hongbin Li (IEEE) et al.2013 · 295 citationsarXiv
Career total: 118 works. 52 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.