S Kevin Zhou
16 papers · 2024–2026 · 6 venues · across top CS/AI venues
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π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (40) π Interdisciplinary Bridge Β· Silver π Trend Setter π Century Club Β· Bronze
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Research topics
Deep Learning
(15)
Learning Types Β· Deep Learning
(9)
Healthcare & Medicine
(7)
Clinical
(7)
Artificial Intelligence
(6)
Core AI
(6)
Computer Vision
(5)
Natural Language Processing
(5)
Architectures
(5)
Applications
(4)
Machine Learning
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Keywords
knowledge graph
(3)
retrieval-augmented generation
(3)
large language model
(2)
image generation
(1)
hierarchical classification
(1)
medical imaging
(1)
image retrieval
(1)
semantic representation
(1)
graph structure
(1)
medical text
(1)
synthetic data generation
(1)
magnetic resonance imaging
(1)
query complexity
(1)
optical flow
(1)
convolutional neural network
(1)
medical report generation
(1)
foundation model
(1)
downstream task
(1)
vision-language model
(1)
text classification
(1)
Papers
LazyVAR: Accelerating Visual Autoregressive Models via Scale-wise Token Pruning and Parallel Group Decoding
CVPR 2026
RandP: Effective and Efficient Medical Visual In-Context Learning via a Retrieve-and-Propagate Module for Prompt-Query Fusion
MIDL 2026
A General Knowledge Injection Framework for ICD Coding
ACL 2025
Causal PETS: Causality-Informed PET Synthesis from Multi-modal Data
MIDL 2025
DiffRGenNet: Difference-aware Medical Report Generation
MIDL 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
ACL 2025
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
ACL 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
ICML 2025
RCSegNeXt: Efficient multi-scale ConvNeXt for rectal cancer segmentation from sagittal MRI scans
MIDL 2025
Scaling Supervision for Free: Leveraging Universal Segmentation Models for Enhanced Medical Image Diagnosis
MIDL 2025
Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
ICLR 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology
MIDL 2025
Mayfly: a Neural Data Structure for Graph Stream Summarization
ICLR 2024
OFELIA: Optical Flow-based Electrode LocalIzAtion
MIDL 2024
Slide-SAM: Medical SAM Meets Sliding Window
MIDL 2024