Yufei CUI
11 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Grand Slam
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Deep Learning
(5)
Core AI
(5)
Learning Types
(4)
Optimization & Theory Β· Machine Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Domain-Specific
(3)
Optimization & Theory Β· Deep Learning
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Keywords
attention mechanism
(3)
multiple instance learning
(3)
large language model
(2)
whole slide image
(2)
model compression
(2)
nested neural network
(2)
black-box optimization
(1)
approximate inference
(1)
transformer architecture
(1)
uncertainty quantification
(1)
object detection
(1)
optimal transport
(1)
entropy minimization
(1)
knowledge distillation
(1)
catastrophic forgetting
(1)
bayesian approach
(1)
domain adaptation
(1)
natural language understanding
(1)
bilevel optimization
(1)
autonomous driving
(1)
Papers
BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
ACL 2026
MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers
ACL 2026
Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models
EACL 2026
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging
CVPR 2025
Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception
AAAI 2025
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
ICLR 2024
The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks
ICML 2024
Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images
ICLR 2023
Retrieval-Augmented Multiple Instance Learning
NeurIPS 2023
Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression
CVPR 2021
Fully Nested Neural Network for Adaptive Compression and Quantization
IJCAI 2020