Pengwan Yang
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🔥 Unstoppable · Bronze
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Conference Pioneer
Top co-authors
Research topics
Keywords
few-shot learning
(2)
transformer architecture
(1)
representation learning
(1)
contrastive learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
semantic segmentation
(1)
self-supervised learning
(1)
attention mechanism
(1)
point cloud
(1)
3d vision
(1)
video understanding
(1)
action localization
(1)
spatio-temporal localization
(1)
low-rank adaptation
(1)
multimodal large language model
(1)
parameter efficiency
(1)
encoder-decoder structure
(1)
multi-scale context
(1)
one-shot learning
(1)
Papers
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
AAAI 2026
Self-Ordering Point Clouds
ICCV 2023
Less than Few: Self-Shot Video Instance Segmentation
ECCV 2022
Few-Shot Transformation of Common Actions Into Time and Space
CVPR 2021
Localizing the Common Action Among a Few Videos
ECCV 2020
PointMixup: Augmentation for Point Clouds
ECCV 2020
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation
AAAI 2019