Siqiang Luo

Computer Science · Physical Sciences

20h-index1.7kcitations103works1.62yr avg
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Research Topics

Advanced Graph Neural Networks(34), Graph Theory and Algorithms(24), Caching and Content Delivery(21), Data Management and Algorithms(20), Complex Network Analysis Techniques(19)

Publications103 total

RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage (Extended Version)
arXiv (Cornell University)·2026Open Access
RadixGraph: A Fast, Space-Optimized Data Structure for Dynamic Graph Storage (Extended Version)
ArXiv.org·2026Open Access
On 10x Better Scalability: KV Stores Scale Up KV Cache
arXiv (Cornell University)·2025Open Access
Don't Forget Range Delete! Enhancing LSM-based Key-Value Stores with More Compatible Lookups and Deletes
arXiv (Cornell University)·2025Open Access
Right Answer at the Right Time - Temporal Retrieval-Augmented Generation via Graph Summarization
arXiv (Cornell University)·2025Open Access
A Comprehensive Benchmark on Spectral GNNs: The Impact on Efficiency, Memory, and Effectiveness
Proceedings of the ACM on Management of Data·2025· 1 citedOpen Access
Near-Optimality for Single-Source Personalized PageRank
ArXiv.org·2025Open Access
How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice
Proceedings of the ACM on Management of Data·2025Open Access
Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management
2025Open Access
Evaluating Learned Indexes in LSM-tree Systems: Benchmarks,Insights and Design Choices
arXiv (Cornell University)·2025Open Access
Finding Near-Optimal Maximum Set of Disjoint $k$-Cliques in Real-World Social Networks
2025
OMeGa: Boosting Large-scale Graph Embeddings with Heterogeneous Memory Processing
2025· 1 cited
SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation
2025
How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice
arXiv (Cornell University)·2025Open Access
RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU
arXiv (Cornell University)·2025Open Access
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey
arXiv (Cornell University)·2025Open Access
Finding Near-Optimal Maximum Set of Disjoint $k$-Cliques in Real-World Social Networks
arXiv (Cornell University)·2025Open Access
VEGA: An Active-tuning Learned Index with Group-Wise Learning Granularity
Proceedings of the ACM on Management of Data·2025· 2 cited
Aster: Enhancing LSM-structures for Scalable Graph Database
Proceedings of the ACM on Management of Data·2025· 4 citedOpen Access
DHIL-GT: Scalable Graph Transformer with Decoupled Hierarchy Labeling
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Reynold Cheng(11), Jiafeng Hu(9), Yixiang Fang(7), Dingheng Mo(7), Yifeng Luo(6), Ben Kao(6), Shuigeng Zhou(5), Xiaokui Xiao(4), Xiaowei Wu(4), Caihua Shan(4), Gao Cong(4), Ningyi Liao(4), Weining Qian(3), Dawei Cheng(3), Jihong Guan(3), Meng Li(3), Andy Diwen Zhu(2), Hui Ma(2), Youze Tang(2), Stratos Idreos(2)