Zhongyi Huang
8 papers · 2021–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Silver
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(21)
Top co-authors
Research topics
Keywords
few-shot learning
(2)
transfer learning
(1)
instance segmentation
(1)
nonparametric estimation
(1)
generalization error
(1)
fourier transform
(1)
approximation error
(1)
generalization bound
(1)
phase transition
(1)
physics-informed neural network
(1)
partial differential equation
(1)
differential equation
(1)
random neural network
(1)
neural operator
(1)
few-shot object detection
(1)
novel class
(1)
sobolev space
(1)
minimax optimal rate
(1)
optimization error
(1)
barron type function
(1)
Papers
Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition
AAAI 2026
A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations
IJCAI 2025
Distributed Nonparametric Estimation: from Sparse to Dense Samples per Terminal
ICML 2025
Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks
ICML 2025
Component Fourier Neural Operator for Singularly Perturbed Differential Equations
AAAI 2024
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation
NeurIPS 2022
tSF: Transformer-Based Semantic Filter for Few-Shot Learning
ECCV 2022
CDNet: Centripetal Direction Network for Nuclear Instance Segmentation
ICCV 2021