Beng Chin Ooi
12 papers · 2005–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (28) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5) π Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(20)
π
Cross-Pollinator
(15)
π
Century Club
(12)
π
Conference Pioneer
Conferences
ICML (4)
IJCAI (3)
AAAI (2)
CVPR (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
model compression
(2)
active learning
(1)
representation learning
(1)
stochastic gradient descent
(1)
semi-supervised learning
(1)
online learning
(1)
domain adaptation
(1)
bayesian inference
(1)
attention mechanism
(1)
data augmentation
(1)
image reconstruction
(1)
pseudo labeling
(1)
medical image classification
(1)
distribution shift
(1)
feature hashing
(1)
neural network regularization
(1)
streaming datum
(1)
deep neural network
(1)
consistency regularization
(1)
weight decay
(1)
Papers
Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data
IJCAI 2025
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
ICML 2025
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
ICML 2025
In-Context Adaptation to Concept Drift for Learned Database Operations
ICML 2025
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics
ICML 2024
A Fusion-Denoising Attack on InstaHide with Data Augmentation
AAAI 2022
BoostMIS: Boosting Medical Image Semi-Supervised Learning With Adaptive Pseudo Labeling and Informative Active Annotation
CVPR 2022
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization
ICLR 2022
Adaptive Knowledge Driven Regularization for Deep Neural Networks
AAAI 2021
Medical Concept Embedding with Time-Aware Attention
IJCAI 2018
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics
IJCAI 2018
Phrase-Based Statistical Machine Translation: A Level of Detail Approach
IJCNLP 2005