Siqiang Luo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 73

Top Topics

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Kai Wang, Yuwei Xu, Zhiyong Wu, Siqiang Luo
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs. CoRR (2024)
Guanduo Chen, Meng Li, Siqiang Luo, Zhenying He
Oasis: An Optimal Disjoint Segmented Learned Range Filter. Proc. VLDB Endow. 17 (8) (2024)
Zhaoqi Zhang, Pasquale Balsebre, Siqiang Luo, Zhen Hai, Jiangping Huang
StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information. LREC/COLING (2024)
Ningyi Liao, Haoyu Liu, Zulun Zhu, Siqiang Luo, Laks V. S. Lakshmanan
Benchmarking Spectral Graph Neural Networks: A Comprehensive Study on Effectiveness and Efficiency. CoRR (2024)
Zulun Zhu, Siqiang Luo, Wenqing Lin, Sibo Wang, Dingheng Mo, Chunbo Li
Personalized PageRanks over Dynamic Graphs - The Case for Optimizing Quality of Service. ICDE (2024)
Haoyu Liu, Siqiang Luo
BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank. Proc. VLDB Endow. 17 (9) (2024)
Zulun Zhu, Kai Wang, Haoyu Liu, Jintang Li, Siqiang Luo
Topology-monitorable Contrastive Learning on Dynamic Graphs. KDD (2024)
Zihao Yu, Ningyi Liao, Siqiang Luo
GENTI: GPU-powered Walk-based Subgraph Extraction for Scalable Representation Learning on Dynamic Graphs. Proc. VLDB Endow. 17 (9) (2024)
Kai Wang, Yuwei Xu, Zhiyong Wu, Siqiang Luo
LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs. ACL (Findings) (2024)
Ningyi Liao, Zihao Yu, Siqiang Luo
Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network. CoRR (2024)
Ningyi Liao, Dingheng Mo, Siqiang Luo, Xiang Li, Pengcheng Yin
Scalable decoupling graph neural network with feature-oriented optimization. VLDB J. 33 (3) (2024)
Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li
Resurrecting Label Propagation for Graphs with Heterophily and Label Noise. KDD (2024)
Junfeng Liu, Fan Wang, Dingheng Mo, Siqiang Luo
Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in a Colossal Configuration Space. Proc. ACM Manag. Data 2 (3) (2024)
Chenghua Gong, Yao Cheng, Xiang Li, Caihua Shan, Siqiang Luo, Chuan Shi
Towards Learning from Graphs with Heterophily: Progress and Future. CoRR (2024)
Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang
Efficient Community Search in Edge-Attributed Graphs (Extended Abstract). ICDE (2024)
Peng Fang, Arijit Khan, Siqiang Luo, Fang Wang, Dan Feng, Zhenli Li, Wei Yin, Yuchao Cao
Distributed Graph Embedding with Information-Oriented Random Walks. Proc. VLDB Endow. 16 (7) (2023)
Dingheng Mo, Fanchao Chen, Siqiang Luo, Caihua Shan
Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads. Proc. ACM Manag. Data 1 (3) (2023)
Weiping Yu, Siqiang Luo
Less is More: Towards Lightweight Cost Estimator for Database Systems. CoRR (2023)
Haoyu Liu, Ningyi Liao, Siqiang Luo
SIMGA: A Simple and Effective Heterophilous Graph Neural Network with Efficient Global Aggregation. CoRR (2023)
Dingheng Mo, Fanchao Chen, Siqiang Luo, Caihua Shan
Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads. CoRR (2023)
Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang, Guihai Chen
Seesaw Counting Filter: A Dynamic Filtering Framework for Vulnerable Negative Keys. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Jun Xuan Yew, Ningyi Liao, Dingheng Mo, Siqiang Luo
Example Searcher: A Spatial Query System via Example. ICDE (2023)
Dingheng Mo, Siqiang Luo
Single-Source Personalized PageRanks With Workload Robustness. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Wenting Zhao, Gongping Xu, Zhen Cui, Siqiang Luo, Cheng Long, Tong Zhang
Deep Graph Structural Infomax. AAAI (2023)
Siqiang Luo, Zichen Zhu, Xiaokui Xiao, Yin Yang, Chunbo Li, Ben Kao
Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights. EDBT (2023)
Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang
Efficient Community Search in Edge-Attributed Graphs. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Kai Wang, Siqiang Luo, Dan Lin
River of No Return: Graph Percolation Embeddings for Efficient Knowledge Graph Reasoning. CoRR (2023)
Ningyi Liao, Siqiang Luo, Xiang Li, Jieming Shi
LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings. NeurIPS (2023)
Siqiang Luo, Zulun Zhu
Massively Parallel Single-Source SimRanks in o(log n) Rounds. CoRR (2023)
Wei Tian, Jieming Shi, Siqiang Luo, Hui Li, Xike Xie, Yuanhang Zou
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks. Proc. VLDB Endow. 16 (10) (2023)
Ling Li, Siqiang Luo, Yuhai Zhao, Caihua Shan, Zhengkui Wang, Lu Qin
COCLEP: Contrastive Learning-based Semi-Supervised Community Search. ICDE (2023)
Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li
Label Propagation for Graph Label Noise. CoRR (2023)
Peng Fang, Arijit Khan, Siqiang Luo, Fang Wang, Dan Feng, Zhenli Li, Wei Yin, Yuchao Cao
Distributed Graph Embedding with Information-Oriented Random Walks. CoRR (2023)
Kai Siong Yow, Ningyi Liao, Siqiang Luo, Reynold Cheng
Machine Learning for Subgraph Extraction: Methods, Applications and Challenges. Proc. VLDB Endow. 16 (12) (2023)
Kai Siong Yow, Siqiang Luo
Learning-Based Approaches for Graph Problems: A Survey. CoRR (2022)
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. ICML (2022)
Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher
Proteus: A Self-Designing Range Filter. SIGMOD Conference (2022)
Hanyuan Zhang, Siqiang Luo, Jieming Shi, Jing Nathan Yan, Weiwei Sun
Example-based Spatial Search at Scale. ICDE (2022)
Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang, Guihai Chen
Seesaw Counting Filter: An Efficient Guardian for Vulnerable Negative Keys During Dynamic Filtering. WWW (2022)
Peng Zhu, Dawei Cheng, Siqiang Luo, Fangzhou Yang, Yifeng Luo, Weining Qian, Aoying Zhou
SI-News: Integrating social information for news recommendation with attention-based graph convolutional network. Neurocomputing 494 (2022)
Ruyao Xu, Dawei Cheng, Cen Chen, Siqiang Luo, Yifeng Luo, Weining Qian
Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination. DASFAA (3) (2022)
Ningyi Liao, Dingheng Mo, Siqiang Luo, Xiang Li, Pengcheng Yin
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization. Proc. VLDB Endow. 15 (11) (2022)
Junghoon Kim, Siqiang Luo, Gao Cong, Wenyuan Yu
DMCS : Density Modularity based Community Search. CoRR (2022)
Ningyi Liao, Dingheng Mo, Siqiang Luo, Xiang Li, Pengcheng Yin
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization. CoRR (2022)
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo
Spiking Graph Convolutional Networks. IJCAI (2022)
Zichen Zhu, Siqiang Luo, Xiaokui Xiao, Yin Yang, Dingheng Mo, Yufei Han
VC-Tune: Tuning and Exploring Distributed Vertex-Centric Graph Systems. ICDE (2022)
Junghoon Kim, Siqiang Luo, Gao Cong, Wenyuan Yu
DMCS : Density Modularity based Community Search. SIGMOD Conference (2022)
Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher
Proteus: A Self-Designing Range Filter. CoRR (2022)
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. CoRR (2022)
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo
Spiking Graph Convolutional Networks. CoRR (2022)
Siqiang Luo, Xiaowei Wu, Ben Kao
Distributed PageRank computation with improved round complexities. Inf. Sci. 607 (2022)
Zequan Xu, Siqiang Luo, Jieming Shi, Hui Li, Chen Lin, Qihang Sun, Shaofeng Hu
Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. MDM (2022)
Peng Zhu, Dawei Cheng, Siqiang Luo, Ruyao Xu, Yuqi Liang, Yifeng Luo
Leveraging enterprise knowledge graph to infer web events' influences via self-supervised learning. J. Web Semant. 74 (2022)
Dingheng Mo, Siqiang Luo
Agenda: Robust Personalized PageRanks in Evolving Graphs. CIKM (2021)
Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao
BATON: Batch One-Hop Personalized PageRanks with Efficiency and Accuracy. IEEE Trans. Knowl. Data Eng. 32 (10) (2020)
Siqiang Luo, Reynold Cheng, Ben Kao, Xiaokui Xiao, Shuigeng Zhou, Jiafeng Hu
ROAM: A Fundamental Routing Query on Road Networks with Efficiency. IEEE Trans. Knowl. Data Eng. 32 (8) (2020)
Siqiang Luo, Subarna Chatterjee, Rafael Ketsetsidis, Niv Dayan, Wilson Qin, Stratos Idreos
Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores. SIGMOD Conference (2020)
Siqiang Luo
Improved Communication Cost in Distributed PageRank Computation - A Theoretical Study. ICML (2020)
Mengzhen Fan, Dawei Cheng, Fangzhou Yang, Siqiang Luo, Yifeng Luo, Weining Qian, Aoying Zhou
Fusing Global Domain Information and Local Semantic Information to Classify Financial Documents. CIKM (2020)
Siqiang Luo
Distributed PageRank Computation: An Improved Theoretical Study. AAAI (2019)
Yixiang Fang, Zheng Wang, Reynold Cheng, Xiaodong Li, Siqiang Luo, Jiafeng Hu, Xiaojun Chen
On Spatial-Aware Community Search. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao
Efficient Batch One-Hop Personalized PageRanks. ICDE (2019)
Siqiang Luo, Ben Kao, Xiaowei Wu, Reynold Cheng
MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. ICDE (2019)
Siqiang Luo, Ben Kao, Guoliang Li, Jiafeng Hu, Reynold Cheng, Yudian Zheng
TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks. Proc. VLDB Endow. 11 (5) (2018)
Xiang Li, Ben Kao, Siqiang Luo, Martin Ester
ROSC: Robust Spectral Clustering on Multi-scale Data. WWW (2018)
Yixiang Fang, Reynold Cheng, Siqiang Luo, Jiafeng Hu, Kai Huang
C-Explorer: Browsing Communities in Large Graphs. Proc. VLDB Endow. 10 (12) (2017)
Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang
On Minimal Steiner Maximum-Connected Subgraph Queries. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Yixiang Fang, Reynold Cheng, Xiaodong Li, Siqiang Luo, Jiafeng Hu
Effective Community Search over Large Spatial Graphs. Proc. VLDB Endow. 10 (6) (2017)
Yixiang Fang, Reynold Cheng, Yankai Chen, Siqiang Luo, Jiafeng Hu
Effective and efficient attributed community search. VLDB J. 26 (6) (2017)
Jiafeng Hu, Reynold Cheng, Zhipeng Huang, Yixiang Fang, Siqiang Luo
On Embedding Uncertain Graphs. CIKM (2017)
Siqiang Luo, Jiafeng Hu, Reynold Cheng, Jing Yan, Ben Kao
SEQ: Example-based Query for Spatial Objects. CIKM (2017)
Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang
Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs. CIKM (2016)
Yixiang Fang, Reynold Cheng, Siqiang Luo, Jiafeng Hu
Effective Community Search for Large Attributed Graphs. Proc. VLDB Endow. 9 (12) (2016)
Siqiang Luo, Yifeng Luo, Shuigeng Zhou, Gao Cong, Jihong Guan
Distributed Spatial Keyword Querying on Road Networks. EDBT (2014)
Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou
Shortest Path and Distance Queries on Road Networks: Towards Bridging Theory and Practice CoRR (2013)
Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou
Shortest path and distance queries on road networks: towards bridging theory and practice. SIGMOD Conference (2013)
Yifeng Luo, Siqiang Luo, Jihong Guan, Shuigeng Zhou
A RAMCloud Storage System based on HDFS: Architecture, implementation and evaluation. J. Syst. Softw. 86 (3) (2013)
Siqiang Luo, Junping Zhang, Qian Zhang, Xiaoru Yuan
Multi-operator image retargeting with automatic integration of direct and indirect seam carving. Image Vis. Comput. 30 (9) (2012)
Siqiang Luo, Yifeng Luo, Shuigeng Zhou, Gao Cong, Jihong Guan
DISKs: A System for Distributed Spatial Group Keyword Search on Road Networks. Proc. VLDB Endow. 5 (12) (2012)