Jinwei Zhang
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π§¬
Topic Evolution
Venues
Top co-authors
Research topics
Deep Learning
(6)
Computer Vision
(5)
Domain-Specific
(5)
Artificial Intelligence
(3)
Healthcare & Medicine
(3)
Machine Learning
(3)
Architectures
(3)
Clinical
(3)
Learning Types
(3)
Core AI
(2)
Optimization & Theory
(2)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Keywords
magnetic resonance imaging
(2)
quantitative susceptibility mapping
(2)
convolutional neural network
(2)
domain adaptation
(2)
attention mechanism
(2)
hybrid optimization
(1)
computational efficiency
(1)
semantic segmentation
(1)
multimodal learning
(1)
preference optimization
(1)
probabilistic modeling
(1)
tensor decomposition
(1)
lesion segmentation
(1)
gene expression
(1)
deep neural network
(1)
medical imaging
(1)
image segmentation
(1)
supervised fine-tuning
(1)
uncertainty estimation
(1)
contrastive learning
(1)
Papers
ChemReason-Bench: Benchmarking Large Language Models for Procedural Reasoning in Experimental Chemistry
ACL 2026
Harmonizing MR Images Across 100+ Scanners: Multi-site Validation with Traveling Subjects and Real-world Protocols
MIDL 2026
An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images
MIDL 2025
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
NeurIPS 2024
Spatially Covariant Lesion Segmentation
IJCAI 2023
Efficient Folded Attention for Medical Image Reconstruction and Segmentation
AAAI 2021
Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping
MIDL 2021
Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping
MIDL 2020