Qinying Gu
9 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) ⚡ Prolific Year · Productive 🌈 Renaissance Researcher (5)
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Machine Learning
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Deep Learning
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Artificial Intelligence
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Computer Vision
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Learning Types · Deep Learning
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Core AI
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Domain-Specific
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Natural Language Processing
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Reinforcement Learning
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Robotics
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Analysis
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Keywords
ood generalization
(2)
sequence modeling
(1)
test-time adaptation
(1)
few-shot learning
(1)
offline reinforcement learning
(1)
self-attention mechanism
(1)
feature extraction
(1)
sentiment analysis
(1)
text classification
(1)
decision making
(1)
style transfer
(1)
information extraction
(1)
autonomous driving
(1)
depth estimation
(1)
contrastive learning
(1)
image editing
(1)
out-of-distribution generalization
(1)
energy efficiency
(1)
token classification
(1)
transformer architecture
(1)
Papers
SCE-Depth: A Spherical Compound Eye Framework for Wide FOV Depth Estimation
CVPR 2026
Decision SpikeFormer: Spike-Driven Transformer for Decision Making
CVPR 2025
Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework
COLING 2025
Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning
ICML 2025
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models
ICLR 2025
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
CVPR 2025
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection
ICML 2024
Domain Invariant Learning for Gaussian Processes and Bayesian Exploration
AAAI 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction
EMNLP 2024