Shikang Liu

6 papers · 2024–2026 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

IJCAI (3) AAAI (2) ICML (1)

Top co-authors

Huanhuan Chen (6) Xiren Zhou (6) Ao Chen (3) Xiangyu Wang (3) Ziyu Tang (2) Chuyang Wei (2) Xinyu Yan (1)

Research topics

Machine Learning (6) Core Methods (4) Computer Vision (2) Analysis (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Architectures (1) Core AI (1) Methods (1)

Keywords

reservoir computing (3) ground penetrating radar (2) model space (2) fault diagnosis (2) reservoir network (2) spectral analysis (1) ordinary differential equation (1) irregular sampling (1) graph neural network (1) long-term dependencies (1) multivariate time series classification (1) time-varying data (1) rednet model (1) subsurface anomaly detection (1) model dissimilarity (1) normal samples only (1) scale-variable graph (1) continuous-time reservoir computing (1) adjoint learning (1) frequency-informed reservoir network (1)

Papers

Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space AAAI 2026 SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification AAAI 2026 Fault Diagnosis in REDNet Model Space IJCAI 2025 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 Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data IJCAI 2024