Penglin Dai

4 papers · 2022–2026 · 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

AAAI (3) ICLR (1)

Top co-authors

Xiao Wu (3) Wei Li (3) Bingyi Liu (2) Quanmin Wei (2) Tong Bu (1) Zhaoquan Yuan (1) Jianhao Ding (1) Long Ji (1) Wei Fang (1) Zhaofei Yu (1)

Research topics

Computer Vision (3) Domain-Specific (3) Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Analysis (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Techniques (1)

Keywords

collaborative perception (2) autonomous driving (2) information bottleneck (1) depth estimation (1) neuromorphic hardware (1) communication efficiency (1) shape reconstruction (1) spiking neural network (1) parameter-efficient fine-tuning (1) activation function (1) ann-snn conversion (1) multi-agent perception (1) multi-agent system (1) vehicle pose estimation (1) monocular image (1) multiscale decoding (1) 3d reconstruction (1) ultra-low latency (1) domain adaptation (1)

Papers

InfoCom: Kilobyte-Scale Communication-Efficient Collaborative Perception with Information Bottleneck AAAI 2026 Monocular Vehicle Pose and Shape Reconstruction via Dynamic Context Adaptation and Progressive Geometry Refinement AAAI 2026 CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning AAAI 2025 Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks ICLR 2022