Jiafei Wu
11 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(4)
Computer Vision
(4)
Application Areas
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Security & Privacy
(2)
Differential Privacy
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
differential privacy
(3)
stochastic optimization
(1)
medical image segmentation
(1)
image restoration
(1)
convex optimization
(1)
prototype learning
(1)
video enhancement
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
mean estimation
(1)
video restoration
(1)
class-incremental learning
(1)
video anomaly detection
(1)
sensor fusion
(1)
feature learning
(1)
dynamic vision sensor
(1)
privacy preserving
(1)
activity recognition
(1)
image decomposition
(1)
federated learning
(1)
Papers
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation
AAAI 2026
Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding
AAAI 2026
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates
AAAI 2025
DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately
AAAI 2025
Enhancing Learning with Label Differential Privacy by Vector Approximation
ICLR 2025
HARMONY: A Privacy-preserving and Sensor-agnostic Tele-monitoring system
IJCAI 2025
Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge
ICCV 2025
Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition
IJCAI 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
AAAI 2025
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
NeurIPS 2024
Gradient-Aware for Class-Imbalanced Semi-supervised Medical Image Segmentation
ECCV 2024