Xiaofeng Chen
7 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Unstoppable Β· Bronze
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Research topics
Machine Learning
(6)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Analysis
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Privacy
(1)
Keywords
adversarial robustness
(2)
stochastic optimization
(1)
image classification
(1)
model extraction attack
(1)
catastrophic forgetting
(1)
few-shot learning
(1)
information bottleneck
(1)
knowledge transfer
(1)
knowledge distillation
(1)
dialogue generation
(1)
incremental learning
(1)
adversarial training
(1)
machine unlearning
(1)
adversarial defense
(1)
out-of-distribution detection
(1)
retrieval-augmented generation
(1)
large vision-language model
(1)
prototypical network
(1)
relation classification
(1)
regularization method
(1)
Papers
Stochastic Universal Adversarial Perturbations with Fixed Optimization Constraint and Ensured High-probability Transferability
AAAI 2026
PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
ICML 2025
SAME: Sample Reconstruction against Model Extraction Attacks
AAAI 2024
ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer
CVPR 2023
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective
ICCV 2023
Modeling Compositionality with Dependency Graph for Dialogue Generation
NAACL 2022
A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification
COLING 2020