Scholar

Yuchen Fang 方雨晨

Google Scholar ID: -adyoyIAAAAJ

University of Electronic Science and Technology of China

Spatio-Temporal Data MiningTime Series AnalysisGraph Neural Networks

Citations & Impact

All-time

Citations

1,018

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i10-index

Publications

Co-authors

list available

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Publications

20 items

Browse publications on Google Scholar (top-right) ↗

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Academic Achievements

Multiple papers accepted by CCF-A conferences including NeurIPS, ICML, ACL, ICDE, SIGKDD, AAAI, and SIGIR
NeurIPS 2025: 'STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization'
ACL 2025: 'TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems'
ICML 2025: 'Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation'
ICDE 2025: Two papers accepted—'Optimizing Multi-Center Collaboration for Task Assignment in Spatial Crowdsourcing' and 'Towards Accurate Distance Estimation for Distribution-Aware c-ANN Search'
AAAI 2025: 'Time Series Supplier Allocation via Deep Black-Litterman Model' (Oral, acceptance rate ~4.6%)
SIGKDD 2025: 'Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective'
NeurIPS 2024: 'RAGraph: A General Retrieval-Augmented Graph Learning Framework'
CIKM 2024: 'Advancing Certified Robustness of Explanation via Gradient Quantization'
ICDE 2024: 'Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection' (accepted without revision, 19/962)
Published papers at AAAI 2023, ICDE 2023, SIGIR 2022, etc.
Published in journals including IEEE T-ITS, IEEE TMC, and IEEE T-IV

Co-authors

15 total