Xu Yuan
11 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32)
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Keyword Champion
(2)
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Century Club Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(61)
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(4)
Core AI
(4)
Computer Vision
(3)
Application Areas
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Core Methods
(2)
Domain-Specific
(2)
Models
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
federated learning
(3)
distributed learning
(2)
model poisoning
(2)
generative adversarial network
(2)
interpretable representation
(2)
image segmentation
(1)
contrastive learning
(1)
deep reinforcement learning
(1)
imitation learning
(1)
online learning
(1)
manifold learning
(1)
feature extraction
(1)
self-supervised learning
(1)
medical imaging
(1)
image classification
(1)
image captioning
(1)
vision transformer
(1)
multimodal learning
(1)
deep learning
(1)
knowledge transfer
(1)
Papers
BoneMet: An Open Large-Scale Multi-Modal Murine Dataset for Breast Cancer Bone Metastasis Diagnosis and Prognosis
ICLR 2025
Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model
AAAI 2025
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
ICLR 2024
Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing
AAAI 2024
DeFL: Defending against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness
AAAI 2023
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
ICCV 2023
Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization
ICCV 2023
Improving Sequential Recommendation Consistency with Self-Supervised Imitation
IJCAI 2021
Interpretable Minority Synthesis for Imbalanced Classification
IJCAI 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision
AAAI 2021
Learning Interpretable Representations with Informative Entanglements
IJCAI 2020