SHIYU LIANG
7 papers · 2018–2026 · 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
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19)
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Triple Crown
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Conference Pioneer
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Core Methods
(3)
Optimization & Theory Β· Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory Β· Machine Learning
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Application Areas
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Privacy
(1)
Keywords
neural network
(2)
local minimum
(2)
binary classification
(2)
chain-of-thought reasoning
(1)
privacy preservation
(1)
spatio-temporal modeling
(1)
neural network optimization
(1)
loss landscape
(1)
constrained optimization
(1)
surrogate loss
(1)
physics-informed neural network
(1)
hinge loss
(1)
out-of-distribution detection
(1)
supervised fine-tuning
(1)
global minimum
(1)
skip connection
(1)
temperature scaling
(1)
meteorological data
(1)
graph reconstruction
(1)
loss surface
(1)
Papers
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
ACL 2026
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
EMNLP 2025
CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction
ICCV 2025
Temporal Generalization Estimation in Evolving Graphs
ICLR 2024
Adding One Neuron Can Eliminate All Bad Local Minima
NeurIPS 2018
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
ICLR 2018
Understanding the Loss Surface of Neural Networks for Binary Classification
ICML 2018