| 2026 | ACL | TopoRAG: Graph-based RAG via Topology-aware Approximate Nearest Neighbor Search. | Tianhao Wu, Siqiang Luo |
| 2026 | EDBT | Evaluating Learned Indexes in LSM-tree Systems: Benchmarks, Insights and Design Choices. | Junfeng Liu, Jiarui Ye, Mengshi Chen, Meng Li, Siqiang Luo |
| 2026 | EDBT | AdCache: Adaptive Cache Management with Admission Control for LSM-tree Key-Value Stores. | Jiarui Ye, Junfeng Liu, Siqiang Luo |
| 2026 | ICDE | DIFFCOM: Conditional Discrete Diffusion Model for Community Search. | Ling Li, Liang Bai, Siqiang Luo, Yejiang Wang, Yuhai Zhao |
| 2026 | KDD | When Deepfake Detection Meets Graph Neural Network: A Unified and Lightweight Framework. | Haoyu Liu, Chaoyu Gong, Mengke He, Jiate Li, Kai Han, Siqiang Luo |
| 2026 | SIGIR | Beyond Single Slot: Joint Optimization for Multi-Slot Guaranteed Display Advertising. | Zhaoqi Zhang, Jiaming Deng, Miao Xie, Linyou Cai, Qianlong Xie, Xingxing Wang, Siqiang Luo, Gao Cong |
| 2025 | EMNLP | Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models. | Wenrui Bao, Kai Wang, Siqiang Luo, Xiang Li |
| 2025 | ICDE | Finding Near-Optimal Maximum Set of Disjoint $k$-Cliques in Real-World Social Networks. | Xin Chen, Wenqing Lin, Haoxuan Xie, Sibo Wang, Siqiang Luo |
| 2025 | ICDE | OMeGa: Boosting Large-scale Graph Embeddings with Heterogeneous Memory Processing. | Peng Fang, Siqiang Luo, Fang Wang, Bolong Zheng, Hong Jiang, Dan Feng, Hechang Pan, Xingyu Wan |
| 2025 | ICDE | SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation. | Haoyu Liu, Ningyi Liao, Siqiang Luo |
| 2025 | ICML | Unifews: You Need Fewer Operations for Efficient Graph Neural Networks. | Ningyi Liao, Zihao Yu, Ruixiao Zeng, Siqiang Luo |
| 2025 | SIGMOD | Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management. | Ningyi Liao, Siqiang Luo, Xiaokui Xiao, Reynold Cheng |
| 2024 | ACL | LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs. | Kai Wang, Yuwei Xu, Zhiyong Wu, Siqiang Luo |
| 2024 | COLING | StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information. | Zhaoqi Zhang, Pasquale Balsebre, Siqiang Luo, Zhen Hai, Jiangping Huang |
| 2024 | ICDE | Efficient Community Search in Edge-Attributed Graphs (Extended Abstract). | Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang |
| 2024 | ICDE | Personalized PageRanks over Dynamic Graphs - The Case for Optimizing Quality of Service. | Zulun Zhu, Siqiang Luo, Wenqing Lin, Sibo Wang, Dingheng Mo, Chunbo Li |
| 2024 | IJCAI | Massively Parallel Single-Source SimRanks in O(log N) Rounds. | Siqiang Luo, Zulun Zhu |
| 2024 | KDD | Resurrecting Label Propagation for Graphs with Heterophily and Label Noise. | Yao Cheng, Caihua Shan, Yifei Shen, Xiang Li, Siqiang Luo, Dongsheng Li |
| 2024 | KDD | Topology-monitorable Contrastive Learning on Dynamic Graphs. | Zulun Zhu, Kai Wang, Haoyu Liu, Jintang Li, Siqiang Luo |
| 2023 | AAAI | Deep Graph Structural Infomax. | Wenting Zhao, Gongping Xu, Zhen Cui, Siqiang Luo, Cheng Long, Tong Zhang |
| 2023 | EDBT | Multi-Task Processing in Vertex-Centric Graph Systems: Evaluations and Insights. | Siqiang Luo, Zichen Zhu, Xiaokui Xiao, Yin Yang, Chunbo Li, Ben Kao |
| 2023 | ICDE | COCLEP: Contrastive Learning-based Semi-Supervised Community Search. | Ling Li, Siqiang Luo, Yuhai Zhao, Caihua Shan, Zhengkui Wang, Lu Qin |
| 2023 | ICDE | Example Searcher: A Spatial Query System via Example. | Jun Xuan Yew, Ningyi Liao, Dingheng Mo, Siqiang Luo |
| 2022 | DASFAA | Multi-scale Time Based Stock Appreciation Ranking Prediction via Price Co-movement Discrimination. | Ruyao Xu, Dawei Cheng, Cen Chen, Siqiang Luo, Yifeng Luo, Weining Qian |
| 2022 | ICDE | Example-based Spatial Search at Scale. | Hanyuan Zhang, Siqiang Luo, Jieming Shi, Jing Nathan Yan, Weiwei Sun |
| 2022 | ICDE | VC-Tune: Tuning and Exploring Distributed Vertex-Centric Graph Systems. | Zichen Zhu, Siqiang Luo, Xiaokui Xiao, Yin Yang, Dingheng Mo, Yufei Han |
| 2022 | ICML | Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. | Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian |
| 2022 | IJCAI | Spiking Graph Convolutional Networks. | Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo |
| 2022 | MDM | Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. | Zequan Xu, Siqiang Luo, Jieming Shi, Hui Li, Chen Lin, Qihang Sun, Shaofeng Hu |
| 2022 | WWW | Seesaw Counting Filter: An Efficient Guardian for Vulnerable Negative Keys During Dynamic Filtering. | Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang, Guihai Chen |
| 2022 | SIGMOD | DMCS : Density Modularity based Community Search. | Junghoon Kim, Siqiang Luo, Gao Cong, Wenyuan Yu |
| 2022 | SIGMOD | Proteus: A Self-Designing Range Filter. | Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher |
| 2021 | CIKM | Agenda: Robust Personalized PageRanks in Evolving Graphs. | Dingheng Mo, Siqiang Luo |
| 2020 | CIKM | Fusing Global Domain Information and Local Semantic Information to Classify Financial Documents. | Mengzhen Fan, Dawei Cheng, Fangzhou Yang, Siqiang Luo, Yifeng Luo, Weining Qian, Aoying Zhou |
| 2020 | ICML | Improved Communication Cost in Distributed PageRank Computation - A Theoretical Study. | Siqiang Luo |
| 2020 | SIGMOD | Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores. | Siqiang Luo, Subarna Chatterjee, Rafael Ketsetsidis, Niv Dayan, Wilson Qin, Stratos Idreos |
| 2019 | AAAI | Distributed PageRank Computation: An Improved Theoretical Study. | Siqiang Luo |
| 2019 | ICDE | MPR - A Partitioning-Replication Framework for Multi-Processing kNN Search on Road Networks. | Siqiang Luo, Ben Kao, Xiaowei Wu, Reynold Cheng |
| 2019 | ICDE | Efficient Batch One-Hop Personalized PageRanks. | Siqiang Luo, Xiaokui Xiao, Wenqing Lin, Ben Kao |
| 2018 | WWW | ROSC: Robust Spectral Clustering on Multi-scale Data. | Xiang Li, Ben Kao, Siqiang Luo, Martin Ester |
| 2017 | CIKM | On Embedding Uncertain Graphs. | Jiafeng Hu, Reynold Cheng, Zhipeng Huang, Yixiang Fang, Siqiang Luo |
| 2017 | CIKM | SEQ: Example-based Query for Spatial Objects. | Siqiang Luo, Jiafeng Hu, Reynold Cheng, Jing Yan, Ben Kao |
| 2016 | CIKM | Querying Minimal Steiner Maximum-Connected Subgraphs in Large Graphs. | Jiafeng Hu, Xiaowei Wu, Reynold Cheng, Siqiang Luo, Yixiang Fang |
| 2014 | EDBT | Distributed Spatial Keyword Querying on Road Networks. | Siqiang Luo, Yifeng Luo, Shuigeng Zhou, Gao Cong, Jihong Guan |
| 2013 | SIGMOD | Shortest path and distance queries on road networks: towards bridging theory and practice. | Andy Diwen Zhu, Hui Ma, Xiaokui Xiao, Siqiang Luo, Youze Tang, Shuigeng Zhou |