SIYUAN MA
6 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
ACML (1)
ICLR (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
kernel machine
(2)
kernel methods
(2)
feature correlation
(1)
kernel learning
(1)
speech enhancement
(1)
gradient descent
(1)
eigenvalue decomposition
(1)
time series forecasting
(1)
kernel regression
(1)
second-order optimization
(1)
generalization bound
(1)
convergence rate
(1)
data fusion
(1)
temporal dependency
(1)
mean square error
(1)
air quality prediction
(1)
mini-batch size
(1)
eigenpro algorithm
(1)
exponential power kernel
(1)
shallow learning
(1)
Papers
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
ICLR 2025
TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology
ACML 2023
Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement
INTERSPEECH 2019
To Understand Deep Learning We Need to Understand Kernel Learning
ICML 2018
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning
ICML 2018
Diving into the shallows: a computational perspective on large-scale shallow learning
NIPS 2017