SHIYU LIANG
7 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Triple Crown
π
Conference Pioneer
Conferences
ICLR (2)
ACL (1)
EMNLP (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
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)
supervised fine-tuning
(1)
global minimum
(1)
skip connection
(1)
meteorological datum
(1)
loss surface
(1)
co2 reconstruction
(1)
large language model
(1)
neural network
(1)
reasoning generalization
(1)
Papers
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
ACL 2026
CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction
ICCV 2025
A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality
EMNLP 2025
Temporal Generalization Estimation in Evolving Graphs
ICLR 2024
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks
ICLR 2018
Adding One Neuron Can Eliminate All Bad Local Minima
NIPS 2018
Understanding the Loss Surface of Neural Networks for Binary Classification
ICML 2018