Mengting Xu

3 papers · 2024–2026 · 2 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 (10)

Venues

CVPR (2) NeurIPS (1)

Top co-authors

Qian Zheng (3) De Ma (3) Gang Pan (3) Huajin Tang (3) Shi Gu (2) Peng Lin (2)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Architectures (2) Interdisciplinary (1) Machine Learning (1) Mathematics & Optimization (1) Cognitive Science (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Mathematics (1) Optimization & Theory (1)

Keywords

spiking neural network (3) adversarial robustness (2) temporal dynamics (1) model robustness (1) membrane potential (1) mutual information (1) adversarial attack (1) information bottleneck (1) evolutionary algorithm (1) frequency encoding (1) bio-inspired model (1) temporal granularity (1) selective visual attention (1) temporal sensitivity (1) evolutionary leak factor (1)

Papers

On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks CVPR 2026 Robust Spiking Neural Networks by Temporal Mutual Information CVPR 2026 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NeurIPS 2024