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Ruiyu Mao

3 papers · 2024–2026 · 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 · Silver

Venues

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

Top co-authors

Yunhui Guo (3) Rishabh K Iyer (1) Nicholas Ruozzi (1) Sarthak Kumar Maharana (1) Ouyang Xu (1) Baoming Zhang (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Mathematics & Optimization (1) Analysis (1) Core Methods (1) Domain-Specific (1) Learning Paradigms (1) Optimization (1)

Keywords

active learning (3) submodular optimization (2) feature distribution (1) point cloud (1) 3d object detection (1) open-set recognition (1) lidar point cloud (1) monocular 3d object detection (1) roadside perception (1) consistency measure (1) data-centric learning (1) clusterability criterion (1) open-set annotation (1) semi-supervised learning (1)

Papers

Learnability-Driven Submodular Optimization for Active Roadside 3D Detection CVPR 2026 Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024 STONE: A Submodular Optimization Framework for Active 3D Object Detection NeurIPS 2024