Yuxin Lin
11 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Bronze 🗃️ Keyword Collector (58) 🌈 Renaissance Researcher (7)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Computer Vision
(6)
Machine Learning
(6)
Domain-Specific
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
multimodal learning
(3)
large language model
(3)
disease classification
(2)
self-supervised learning
(2)
medical imaging
(2)
diabetic retinopathy
(2)
deep learning
(1)
causal discovery
(1)
vision transformer
(1)
wavelet transform
(1)
deepfake detection
(1)
prompt learning
(1)
depth estimation
(1)
multi-view learning
(1)
natural language processing
(1)
multimodal large language model
(1)
vision-language model
(1)
differentiable rendering
(1)
concept bottleneck
(1)
memory retrieval
(1)
Papers
CoCoVideo: The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection
CVPR 2026
Enhancing Pre-training Data Detection in LLMs Through Discriminative and Symmetric Prefix Selection
AAAI 2026
Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis
AAAI 2026
Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View Restoration
AAAI 2026
Scope Delineation Before Localization: A Two-Stage Framework for Enhancing Failure Attribution in Multi-Agent Systems
AAAI 2026
Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating
AAAI 2026
Vision-Language Models Guided Graph Concept Reasoning for Interpretable Diabetic Retinopathy Diagnosis
AAAI 2026
Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases
AAAI 2025
Predicting Turn-Taking and Backchannel in Human-Machine Conversations Using Linguistic, Acoustic, and Visual Signals
ACL 2025
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
NeurIPS 2024
A Unified Spatial-Angular Structured Light for Single-View Acquisition of Shape and Reflectance
CVPR 2023