Shengyuan Chen

Beijing Institute of Technology — China

Computer Science · Physical Sciences

6h-index136citations36works2.12yr avg
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Research Topics

Topic Modeling(6), Natural Language Processing Techniques(5), Advanced Optimization Algorithms Research(3), Luminescence Properties of Advanced Materials(2), Influenza Virus Research Studies(2)

Publications36 total

Serum luteinizing hormone trajectories during ovarian stimulation and their outcomes of IVF/ICSI: a retrospective cohort study
Frontiers in Endocrinology·2025Open Access
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
arXiv (Cornell University)·2025Open Access
You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
arXiv (Cornell University)·2025Open Access
LAG: Logic-Augmented Generation from a Cartesian Perspective
arXiv (Cornell University)·2025Open Access
COVID-19 Vaccine Timing and Co-Administration with Influenza Vaccines in Canada: A Systematic Review with Comparative Insights from G7 Countries
Vaccines·2025· 1 citedOpen Access
Improved shape from focus network for extended depth of field and rapid three-dimensional reconstruction biological microscopy
Optics & Laser Technology·2025
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
Study on the confinement velocity in centralized smoke exhaust mode with top double vents
Tunnelling and Underground Space Technology·2025· 3 cited
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
arXiv (Cornell University)·2025· 5 citedOpen Access
Automated Heterogeneous Network learning with Non-Recursive Message Passing
arXiv (Cornell University)·2025Open Access
Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
2025Open Access
High sphericity AlN powder carbothermal reduced from spray granulated Al2O3/C precursor
Ceramics International·2024· 1 citedOpen Access
Study on the length of smoke overflow from tunnel fire under the combination of longitudinal ventilation and centralized smoke exhaust mode
Applied Thermal Engineering·2024· 8 cited
Neuro-Symbolic Entity Alignment via Variational Inference
arXiv (Cornell University)·2024Open Access
Entity Alignment with Noisy Annotations from Large Language Models
arXiv (Cornell University)·2024· 3 citedOpen Access
Mn<sup>2+</sup>/Mg<sup>2+</sup> co-doped AlON ceramic with ultra-narrowband green emission combining high transparency toward a wide gamut backlight application
Optics Letters·2024· 6 cited
Simultaneously significant transparency enhancement and efficient temperature feedback achieved in AlON ceramic through luminescent rare earth doping
Scripta Materialia·2024· 6 cited
Entity Alignment with Noisy Annotations from Large Language Models
2024· 4 cited
Early childhood learning analytics: A case study of Learning Jungle
Frontiers in Applied Mathematics and Statistics·2023Open Access
Fair Benchmark for Unsupervised Node Representation Learning
Algorithms·2022· 1 citedOpen Access
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Frequent Co-authors

Qinggang Zhang(7), Junnan Dong(4), Xiao Huang(4), Masoud Ataei(4), Nicola Luigi Bragazzi(3), M. Reza Peyghami(3), Xiaolan Zhou(3), Kailei Lu(3), Jianqi Qi(3), Wen Hua(3), Xiao Huang(3), Chuang Zhou(3), Yanyu Xiao(2), Ali Asgary(2), Jian Wu(2), Tien‐Chang Lu(2), Huachi Zhou(2), Zijin Hong(2), Jimmy Xiangji Huang(2), Xiaogang Wang(2)