Yuzhi Guo
14 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver π€ Dynamic Duo (14)
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Healthcare & Medicine
(4)
Learning Types Β· Machine Learning
(4)
Application Areas
(2)
Architectures
(2)
Clinical
(2)
Core Methods
(2)
Learning Paradigms
(2)
Research
(2)
Natural Language Processing
(1)
Applications
(1)
Keywords
multi-label classification
(2)
zero-shot learning
(2)
image retrieval
(1)
adversarial robustness
(1)
instruction tuning
(1)
self-supervised learning
(1)
multimodal learning
(1)
gene function prediction
(1)
vision-language model
(1)
unsupervised domain adaptation
(1)
knowledge distillation
(1)
graph embedding
(1)
causal structure
(1)
image clustering
(1)
semantic segmentation
(1)
phenotype prediction
(1)
heterogeneous data
(1)
feature fusion
(1)
contrastive learning
(1)
representation learning
(1)
Papers
GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences
AAAI 2026
Guideline-Informed MLLM Reasoning for Pathology-Aware Postoperative Prostate CTV Segmentation
MIDL 2026
Guidelines as Environments: A World Model Approach to Rule Following
ACL 2026
Heterogeneous Aligned Fusion for Survival Classification with Missing Modalities
MIDL 2026
Hyperbolic Gramian Volumes for Multimodal Alignment
CVPR 2026
Learning from Guidelines: Structured Prompt Optimization for Expert Annotation Tasks
AAAI 2026
Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent
CVPR 2026
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
AAAI 2025
HAGE: Hierarchical Alignment Gene-Enhanced Pathology Representation Learning with Spatial Transcriptomics
MICCAI 2025
Text-Guided Multi-Instance Learning for Scoliosis Screening via Gait Video Analysis
MICCAI 2025
Zero-Shot Composed Image Retrieval via Dual-Stream Instruction-Aware Distillation
ICCV 2025
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning
MICCAI 2024
Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures
AAAI 2022
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation
ICCV 2021