Xuming Ran

5 papers · 2023–2026 · 4 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 🗺️ Taxonomy Completionist (11) 🏆 Grand Slam

Venues

AAAI (2) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Qi Xu (5) Jiangrong Shen (3) Gang Pan (3) Yaxin Li (2) Yi Xu (2) Qiang Zhang (2) Yangfan Hu (1) Huajin Tang (1) Haihua Luo (1) Chang Liu (1)

Research topics

Machine Learning (5) Deep Learning (4) Architectures (4) Artificial Intelligence (3) Core AI (3) Application Areas (2) Optimization & Theory (2) Core Methods (1) Learning Types (1)

Keywords

spiking neural network (3) catastrophic forgetting (1) vision transformer (1) domain adaptation (1) local learning (1) visual cortex (1) attention mechanism (1) knowledge distillation (1) time series (1) neural response modeling (1) recurrent neural network (1) sparse neural network (1) ann-snn conversion (1) hybrid learning (1) event-based vision (1) cross-subject generalization (1) global learning (1) balanced learning (1) subnetwork distillation (1) excitation-inhibition mechanism (1)

Papers

AVM: Towards Structure-Preserving Neural Response Modeling in the Visual Cortex Across Stimuli and Individuals AAAI 2026 Distillation-Guided Structural Transfer for Continual Learning Beyond Sparse Distributed Memory AAAI 2026 Efficient ANN-SNN Conversion with Error Compensation Learning ICML 2025 Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism ICLR 2024 Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks NeurIPS 2023