Mingzhu Xu
3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
knowledge distillation
(2)
federated learning
(1)
stochastic gradient descent
(1)
convex optimization
(1)
visual question answering
(1)
multimodal learning
(1)
visual reasoning
(1)
neural network optimization
(1)
social network
(1)
synthetic datum
(1)
dataset distillation
(1)
referring expression comprehension
(1)
self attention
(1)
synthetic dataset
(1)
trajectory matching
(1)
training trajectory
(1)
rank collapse
(1)
straggler tolerance
(1)
system heterogeneity
(1)
feature homogenization
(1)
Papers
Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory
CVPR 2025
Exploiting the Social-Like Prior in Transformer for Visual Reasoning
AAAI 2024
Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation
IJCAI 2024