Xiren Zhou
12 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (7)
🐝
Cross-Pollinator
(13)
🏆
Keyword Champion
(4)
🤝
Dynamic Duo
(12)
🗃️
Keyword Collector
(52)
💎
Century Club
(12)
⚡
Prolific Year
(6)
Conferences
AAAI (5)
IJCAI (4)
ICML (2)
INTERSPEECH (1)
Top co-authors
Keywords
reservoir computing
(4)
model space
(3)
zero-shot learning
(2)
reservoir network
(2)
classifier expansion
(2)
ground penetrating radar
(2)
anomaly detection
(2)
ordinary differential equation
(2)
fault diagnosis
(2)
representation learning
(2)
class-incremental learning
(1)
semantic space
(1)
spectral analysis
(1)
audio classification
(1)
3d vision
(1)
real-time processing
(1)
frequency domain
(1)
counterfactual reasoning
(1)
canonical correlation analysis
(1)
classifier weight
(1)
Papers
Counterfactual-Driven Zero-Shot Classifier Expansion
AAAI 2026
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
Variational Counterfactual Intervention Planning to Achieve Target Outcomes
ICML 2025
Expanding the Category of Classifiers with LLM Supervision
IJCAI 2025
Fault Diagnosis in REDNet Model Space
IJCAI 2025
Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space
IJCAI 2025
Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space
AAAI 2025
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
ICML 2025
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features
INTERSPEECH 2024
Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification
AAAI 2024
Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data
IJCAI 2024