Yiping Ke
12 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Grand Slam
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
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(3)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
point process
(2)
graph neural network
(2)
brain network
(2)
image segmentation
(1)
transfer learning
(1)
bayesian inference
(1)
variational inference
(1)
self-supervised learning
(1)
medical imaging
(1)
graph representation learning
(1)
text generation
(1)
feature embedding
(1)
energy minimization
(1)
out-of-distribution generalization
(1)
gaussian process
(1)
bayesian model
(1)
message passing
(1)
parameter estimation
(1)
variational em
(1)
metric learning
(1)
Papers
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
ICLR 2025
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification
MICCAI 2025
Text4Seg: Reimagining Image Segmentation as Text Generation
ICLR 2025
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference
ECCV 2024
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation
ECCV 2024
Union Subgraph Neural Networks
AAAI 2024
Data-Driven Network Neuroscience: On Data Collection and Benchmark
NeurIPS 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation
NeurIPS 2023
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks
AAAI 2020
Thinning for Accelerating the Learning of Point Processes
NeurIPS 2019
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression
ICML 2017
Deep Nonlinear Feature Coding for Unsupervised Domain Adaptation
IJCAI 2016