Sihan Liu
11 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
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Keyword Pioneer
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Hot Topic Early Bird
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Century Club
(11)
Conferences
NIPS (4)
COLT (3)
MICCAI (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
sample complexity
(4)
adversarial label noise
(2)
linear function approximation
(2)
testable learning
(2)
gaussian distribution
(2)
distribution testing
(2)
remote sensing
(1)
video transformer
(1)
robust learning
(1)
halfspace classification
(1)
lower bound
(1)
multi-scale interaction
(1)
model efficiency
(1)
property testing
(1)
total variation distance
(1)
discrete probability distribution
(1)
referring image segmentation
(1)
token compression
(1)
token reduction
(1)
aerial imagery
(1)
Papers
IKAN: Interactive KAN with Modulation Fusion for Medical Image Segmentation
MICCAI 2025
DCKAN: A Dual-Coordinate KAN Framework for Fibrous Cap Segmentation on Carotid OCT
MICCAI 2025
Batch List-Decodable Linear Regression via Higher Moments
ICML 2025
Testable Learning of General Halfspaces with Adversarial Label Noise
COLT 2024
Replicable Uniformity Testing
NIPS 2024
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
NIPS 2024
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
CVPR 2024
Exponential Hardness of Reinforcement Learning with Linear Function Approximation
COLT 2023
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
NIPS 2023
Nearly-Tight Bounds for Testing Histogram Distributions
NIPS 2022
Computational-Statistical Gap in Reinforcement Learning
COLT 2022