Hongmin Cai
13 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Century Club
(11)
π
Conference Pioneer
Conferences
MICCAI (5)
AAAI (3)
ECCV (2)
CVPR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
variational inference
(2)
image generation
(1)
graph representation learning
(1)
mutual information
(1)
machine learning
(1)
normalizing flow
(1)
node classification
(1)
latent space
(1)
generative adversarial network
(1)
counterfactual reasoning
(1)
classification model
(1)
makeup transfer
(1)
graph autoencoder
(1)
graph contrastive learning
(1)
mortality prediction
(1)
negative sampling
(1)
adaptive instance normalization
(1)
invertible neural network
(1)
point cloud reconstruction
(1)
Papers
Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives
AAAI 2026
MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model
AAAI 2026
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation
MICCAI 2025
ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation
MICCAI 2025
GE2Hist: Generating Histology Images from Single-cell Gene Expression via Cross-modal Generative Network
MICCAI 2025
PathoPrompt: Cross-Granular Semantic Alignment for Medical Pathology Vision-Language Models
MICCAI 2025
Survival analysis of histopathological image based on a pretrained hypergraph model of spatial transcriptomics data
MICCAI 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection
ECCV 2024
Multi-RoI Human Mesh Recovery with Camera Consistency and Contrastive Losses
ECCV 2024
Generalized Information-theoretic Multi-view Clustering
NIPS 2023
Invertible Residual Neural Networks with Conditional Injector and Interpolator for Point Cloud Upsampling
IJCAI 2023
Spatially-Invariant Style-Codes Controlled Makeup Transfer
CVPR 2021
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China
AAAI 2021