Yanning Shen
13 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (7)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(54)
π
Century Club
(12)
π₯
Unstoppable
(5)
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
NIPS (5)
AISTATS (2)
JMLR (2)
AAAI (1)
ECCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
online learning
(7)
random feature approximation
(5)
multi-kernel learning
(5)
regret bound
(2)
random feature
(2)
federated learning
(2)
dynamic environment
(2)
kernel methods
(2)
interactive learning
(1)
graph-based learning
(1)
conformal prediction
(1)
kernel selection
(1)
representation learning
(1)
communication efficiency
(1)
gaussian process
(1)
constrained optimization
(1)
generative model
(1)
multi-objective optimization
(1)
conditional mutual information
(1)
temporal dependencies
(1)
Papers
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
AAAI 2026
DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-propagation
IJCAI 2025
Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning
NIPS 2024
Multi-model Ensemble Conformal Prediction in Dynamic Environments
NIPS 2024
FairWire: Fair Graph Generation
NIPS 2024
FairViT: Fair Vision Transformer via Adaptive Masking
ECCV 2024
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
NIPS 2024
Graph-Aided Online Multi-Kernel Learning
JMLR 2023
Personalized Online Federated Learning with Multiple Kernels
NIPS 2022
Online Multi-Kernel Learning with Graph-Structured Feedback
ICML 2020
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability
AISTATS 2020
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics
JMLR 2019
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments
AISTATS 2018