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Xiren Zhou

12 papers · 2024–2026 · 4 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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+4 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (25) 🌍 Conference Polyglot Β· Bronze πŸ† Keyword Champion (5) 🀝 Dynamic Duo (12)
πŸ—ƒοΈ Keyword Collector (63) ⚑ Prolific Year Β· Productive 🌈 Renaissance Researcher (5) πŸ’Ž Century Club Β· Bronze

Venues

AAAI (5) IJCAI (4) ICML (2) Interspeech (1)

Top co-authors

Huanhuan Chen (12) Shikang Liu (6) Xiangyu Wang (5) Ao Chen (4) Lyuzhou Chen (2) Liangwei Chen (2) Ziyu Tang (2) Taiyu Ban (2) Chuyang Wei (2) Derui Lyu (2)

Research topics

Machine Learning (11) Core Methods (8) Deep Learning (6) Architectures (4) Learning Types (4) Optimization & Theory (4) Artificial Intelligence (3) Core AI (3) Computer Vision (2) Data Science & Analytics (2) Analysis (2) Application Areas (2) Methods (2) Models (2) Natural Language Processing (1)

Keywords

reservoir computing (5) model space (3) zero-shot learning (2) ground penetrating radar (2) ordinary differential equation (2) fault diagnosis (2) classifier expansion (2) reservoir network (2) anomaly detection (2) representation learning (2) knowledge transfer (1) canonical correlation analysis (1) real-time processing (1) semantic space (1) temporal dynamics (1) time series classification (1) classifier weight (1) time-frequency analysis (1) non-uniform sampling (1) audio classification (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 Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025 Expanding the Category of Classifiers with LLM Supervision IJCAI 2025 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 Variational Counterfactual Intervention Planning to Achieve Target Outcomes ICML 2025 Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification AAAI 2024 Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features Interspeech 2024 Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data IJCAI 2024