Furao Shen
10 papers · 2015–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Core Methods
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Architectures
(1)
Science
(1)
Understanding
(1)
Keywords
data augmentation
(2)
representation learning
(2)
training efficiency
(2)
data selection
(2)
feature selection
(1)
self-supervised learning
(1)
named entity recognition
(1)
multimodal learning
(1)
prompt-based learning
(1)
feature representation
(1)
label smoothing
(1)
empirical risk minimization
(1)
outlier detection
(1)
molecular dynamics
(1)
model generalization
(1)
noisy label
(1)
open-set recognition
(1)
molecular property prediction
(1)
generalization performance
(1)
molecular representation learning
(1)
Papers
Coordinate Denoising for Non-Equilibrium Molecular Representation Learning
CVPR 2026
A CLIP-Powered Framework for Robust and Generalizable Data Selection
ICLR 2025
Reinforcement Learning-Guided Data Selection via Redundancy Assessment
ICCV 2025
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
ICML 2025
EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification
ECCV 2024
Hybrid Directional Graph Neural Network for Molecules
ICLR 2024
RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition
AAAI 2024
Contrastive Open Set Recognition
AAAI 2023
Latent Semantics Encoding for Label Distribution Learning
IJCAI 2019
Perception Evolution Network Adapting to the Emergence of New Sensory Receptor
IJCAI 2015