Xiaoyu Dong
13 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(74)
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(7)
Artificial Intelligence
(6)
Core AI Β· Artificial Intelligence
(6)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Application Areas
(4)
Processing
(4)
Analysis
(3)
Domain-Specific
(3)
Natural Language Processing
(2)
Applications
(2)
Core AI Β· Computer Vision
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Keywords
image restoration
(3)
representation learning
(2)
multimodal learning
(2)
continual learning
(2)
dialogue state tracking
(2)
visual question answering
(1)
contrastive learning
(1)
unsupervised learning
(1)
semantic segmentation
(1)
depth estimation
(1)
domain adaptation
(1)
zero-shot learning
(1)
stochastic gradient descent
(1)
medical imaging
(1)
prompt engineering
(1)
knowledge distillation
(1)
catastrophic forgetting
(1)
autonomous driving
(1)
neural network pruning
(1)
model compression
(1)
Papers
Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size
COLT 2026
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
ICCV 2025
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance
WACV 2025
Continual Dialogue State Tracking via Reason-of-Select Distillation
ACL 2024
Understanding Dark Scenes by Contrasting Multi-Modal Observations
WACV 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
EMNLP 2024
Pik-Fix: Restoring and Colorizing Old Photos
WACV 2023
V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception
CVPR 2023
Learnable Lookup Table for Neural Network Quantization
CVPR 2022
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution
ECCV 2022
Exploring Sparsity in Image Super-Resolution for Efficient Inference
CVPR 2021
Unsupervised Degradation Representation Learning for Blind Super-Resolution
CVPR 2021