Juntao Guan

4 papers · 2024–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

AAAI (1) CVPR (1) ICCV (1) NeurIPS (1)

Top co-authors

Tong Wu (3) Fanhong Zeng (3) Rui Fan (3) Lin Gu (3) Huanan Li (2) Rui Lai (2) Zhangming Zhu (2) Weidong Hao (2) Lai Rui (2) Sijun Ma (1)

Research topics

Deep Learning (4) Computer Vision (3) Processing (3) Machine Learning (2) Analysis (2) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Architectures (1) Core AI · Artificial Intelligence (1) Core AI · Computer Vision (1) Optimization & Theory (1)

Keywords

event camera (2) edge computing (2) image restoration (1) object detection (1) video understanding (1) efficient computing (1) image denoising (1) image super-resolution (1) convolutional neural network (1) hybrid architecture (1) look-up table (1) edge inference (1) model efficiency (1) sparse data (1) spatial attention (1) efficient model (1) tiny machine learning (1) single-head self-attention (1) pillar-based representation (1) sparse data processing (1)

Papers

SMV-EAR: Bring Spatiotemporal Multi-View Representation Learning into Efficient Event-Based Action Recognition CVPR 2026 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 EventPillars: Pillar-based Efficient Representations for Event Data AAAI 2025 TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge NeurIPS 2024