Shikang Liu
6 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(10)
Conferences
IJCAI (3)
AAAI (2)
ICML (1)
Top co-authors
Keywords
fault diagnosis
(2)
reservoir network
(2)
reservoir computing
(2)
ground penetrating radar
(2)
model space
(2)
irregular sampling
(1)
graph neural network
(1)
multivariate time series classification
(1)
time-varying datum
(1)
rednet model
(1)
subsurface anomaly detection
(1)
model dissimilarity
(1)
normal samples only
(1)
scale-variable graph
(1)
continuous-time reservoir computing
(1)
representation learning
(1)
adjoint learning
(1)
anomaly detection
(1)
3d vision
(1)
spectral analysis
(1)
Papers
SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification
AAAI 2026
Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space
AAAI 2026
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
ICML 2025
Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space
IJCAI 2025
Fault Diagnosis in REDNet Model Space
IJCAI 2025
Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data
IJCAI 2024