SIYUAN MA
6 papers · 2017–2025 · 5 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
(15)
Top co-authors
Research topics
Keywords
kernel methods
(2)
kernel machine
(2)
feature correlation
(1)
machine unlearning
(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)
vision-language model
(1)
temporal dependency
(1)
privacy protection
(1)
mean square error
(1)
membership inference
(1)
air quality prediction
(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
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning
ICML 2018
To Understand Deep Learning We Need to Understand Kernel Learning
ICML 2018
Diving into the shallows: a computational perspective on large-scale shallow learning
NeurIPS 2017