Mingzhu Xu

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) CVPR (1) IJCAI (1)

Top co-authors

Haoyu Tang (3) Yupeng Hu (3) Liqiang Nie (2) Ji Zhang (1) Weili Guan (1) Qinghai Zheng (1) Wenliang Zhong (1) Junhao Cheng (1) Jinqian Chen (1) Xuemeng Song (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Application Areas (2) Core AI (2) Core Methods (2) Optimization & Theory · Machine Learning (2) Computer Vision (1) Applications (1) Architectures (1) Learning Paradigms (1) Optimization & Theory · Deep Learning (1)

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 data (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 Breaking Barriers of System Heterogeneity: Straggler-Tolerant Multimodal Federated Learning via Knowledge Distillation IJCAI 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024