Zhongyi Huang
8 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (7) π Academic Marathon (5) π Renaissance Researcher (6)
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Interdisciplinary Bridge
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Taxonomy Completionist
(17)
Conferences
AAAI (2)
ICML (2)
ECCV (1)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(2)
transfer learning
(1)
instance segmentation
(1)
generalization error
(1)
fourier transform
(1)
approximation error
(1)
partial differential equation
(1)
differential equation
(1)
random neural network
(1)
neural operator
(1)
few-shot object detection
(1)
novel class
(1)
optimization error
(1)
barron type function
(1)
nuclear instance segmentation
(1)
pathological image
(1)
centripetal direction feature
(1)
direction difference map
(1)
neural network
(1)
music understanding
(1)
Papers
Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition
AAAI 2026
Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks
ICML 2025
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
ICML 2025
A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations
IJCAI 2025
Component Fourier Neural Operator for Singularly Perturbed Differential Equations
AAAI 2024
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
NIPS 2022
tSF: Transformer-Based Semantic Filter for Few-Shot Learning
ECCV 2022
CDNet: Centripetal Direction Network for Nuclear Instance Segmentation
ICCV 2021