Zhiyi Shi
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Core AI
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
low-rank adaptation
(2)
model adaptation
(2)
parameter-efficient fine-tuning
(2)
conditional generation
(1)
neural network optimization
(1)
lie group
(1)
histopathological image
(1)
latent diffusion model
(1)
large language model
(1)
task-specific direction
(1)
lie group transformation
(1)
virtual multiplex staining
(1)
model compression
(1)
multiplex imaging
(1)
medical imaging
(1)
knowledge distillation
(1)
Papers
Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model
AAAI 2026
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations
ICCV 2025
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
ICLR 2025
MoRA: LoRA Guided Multi-Modal Disease Diagnosis with Missing Modality
MICCAI 2024
Multimodal Learning for Embryo Viability Prediction in Clinical IVF
MICCAI 2024