Yi Xiao
16 papers · 2019–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧭 Keyword Pioneer
🗃️
Keyword Collector
(81)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(10)
Architectures
(6)
Learning Types · Machine Learning
(6)
Computer Vision
(5)
Healthcare & Medicine
(5)
Clinical
(5)
Core Methods
(5)
Models
(4)
Artificial Intelligence
(3)
Domain-Specific
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Keywords
multi-instance learning
(4)
whole slide image
(4)
state space model
(3)
feature representation
(3)
computational efficiency
(2)
feature learning
(1)
representation learning
(1)
image fusion
(1)
image segmentation
(1)
multimodal learning
(1)
autonomous driving
(1)
adversarial training
(1)
medical imaging
(1)
image registration
(1)
euclidean space
(1)
feature selection
(1)
instance selection
(1)
inverse dynamics
(1)
magnetic resonance imaging
(1)
contrastive learning
(1)
Papers
A Hybrid Space Model for Misaligned Multi-modality Image Fusion
AAAI 2026
Content-aware Information Compression and Selection for Whole Slide Image Analysis
AAAI 2026
Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining
AAAI 2026
A Novel ED Triage Framework Using Conditional Imputation, Multi-Scale Semantic Learning, and Cross-Modal Fusion
MICCAI 2025
Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling
ICML 2025
GMMamba: Group Masking Mamba for Whole Slide Image Classification
ICCV 2025
Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
ICLR 2025
M3amba: Memory Mamba is All You Need for Whole Slide Image Classification
CVPR 2025
OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning
AAAI 2025
RCSegNeXt: Efficient multi-scale ConvNeXt for rectal cancer segmentation from sagittal MRI scans
MIDL 2025
VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
ICLR 2025
Towards a Self-contained Data-driven Global Weather Forecasting Framework
ICML 2024
VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch
AAAI 2024
Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants
Interspeech 2023
Action-based Representation Learning for Autonomous Driving
CoRL 2020
Coherent Semantic Attention for Image Inpainting
ICCV 2019