Yifeng Wang
19 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(73)
Top co-authors
Research topics
Machine Learning
(14)
Computer Vision
(10)
Deep Learning
(9)
Domain-Specific
(8)
Learning Types Β· Machine Learning
(8)
Analysis
(4)
Application Areas
(4)
Architectures
(4)
Core Methods
(4)
Processing
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Keywords
semantic segmentation
(4)
medical imaging
(4)
generative adversarial network
(3)
weakly supervised learning
(3)
optimal transport
(3)
signal enhancement
(3)
image translation
(2)
stain transfer
(2)
inertial sensor
(2)
domain adaptation
(2)
multiple instance learning
(2)
whole slide image
(2)
denoising
(1)
data augmentation
(1)
domain generalization
(1)
efficient training
(1)
image classification
(1)
medical image analysis
(1)
self-supervised learning
(1)
semantic alignment
(1)
Papers
Deeply Seeking Boundary for Lunar Regolith Segmentation
AAAI 2026
Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization
AAAI 2026
AutoAL: Automated Active Learning with Differentiable Query Strategy Search
ICML 2025
Category Prompt Mamba Network for Nuclei Segmentation and Classification
AAAI 2025
Chinese Inertial GAN for Handwriting Signal Generation and Recognition
ACL 2025
HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers
AAAI 2025
NOVA: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models
ACL 2025
OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer
AAAI 2025
The Four Color Theorem for Cell Instance Segmentation
ICML 2025
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation
MIDL 2024
Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation
MICCAI 2024
Exploiting Supervision Information in Weakly Paired Images for IHC Virtual Staining
MICCAI 2024
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
MICCAI 2024
Scale and Direction Guided GAN for Inertial Sensor Signal Enhancement
IJCAI 2024
Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement
AAAI 2024
LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image
ICCV 2023
Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint
AAAI 2023
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images
AAAI 2022
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
NeurIPS 2021