XK
Xiangyu Ke
cs.DBcs.IRcs.SIcs.DCcs.LGcs.AIcs.DScs.CL
On Valency
published · living versionsW_um6putsr·v1 · currentpublished
Declarative Explanations for Graph Neural Networks: A Demonstration
with Cibo Yu, Haitong Tang, Yinghui Wu, Arijit Khan +2
1 version
Preprints & journals
35 papers in the corpus · 2017–2026Declarative Explanations for Graph Neural Networks: A Demonstration2610.26104v1 · Cibo Yu, Haitong Tang, Yinghui Wu et al.2026 · 0 citationsarXivon Valency
Common-Neighbor-Count-Based Representative Possible World Finding on Uncertain Graphs2607.23085v1 · Chengjie Gu, Xiaoliang Xu, Yuxiang Wang et al.2026 · 0 citationsarXiv
VikingMem: A Memory Base Management System for Stateful LLM-based Applications2605.29640v3 · Jiajie Fu, Junwen Chen, Mengzhao Wang et al.2026 · 0 citationsarXiv
Adaptive Graph Refinement and Label Propagation with LLMs for Cost-Effective Entity Resolution2605.25814v1 · Hongtao Wang, Renchi Yang, Haoran Zheng et al.2026 · 0 citationsarXiv
Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views2512.12980v2 · Tingyang Chen, Cong Fu, Jiahua Wu et al.2025 · 0 citationsarXiv
Beyond Relational: Semantic-Aware Multi-Modal Analytics with LLM-Native Query Optimization2511.19830v1 · Junhao Zhu, Lu Chen, Xiangyu Ke et al.2025 · 0 citationsarXiv
Scalable Graph Indexing using GPUs for Approximate Nearest Neighbor Search2508.08744v2 · Zhonggen Li, Xiangyu Ke, Yifan Zhu et al.2025 · 1 citationarXiv
OneDB: A Distributed Multi-Metric Data Similarity Search System2507.04256v1 · Tang Qian, Yifan Zhu, Lu Chen et al.2025 · 0 citationsarXiv
SliceGX: Layer-wise GNN Explanation with Model-slicing2506.17977v2 · Tingting Zhu, Tingyang Chen, Yinghui Wu et al.2025 · 0 citationsarXiv
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities2506.15986v1 · Jiancheng Ruan, Tingyang Chen, Renchi Yang et al.2025 · 3 citationsarXiv
In-context Clustering-based Entity Resolution with Large Language Models: A Design Space Exploration2506.02509v1 · Jiajie Fu, Haitong Tang, Arijit Khan et al.2025 · 9 citationsarXiv
Efficient Graph Embedding at Scale: Optimizing CPU-GPU-SSD Integration2505.09258v3 · Zhonggen Li, Xiangyu Ke, Yifan Zhu et al.2025 · 0 citationsarXiv
Stitching Inner Product and Euclidean Metrics for Topology-aware Maximum Inner Product Search2504.14861v2 · Tingyang Chen, Cong Fu, Xiangyu Ke et al.2025 · 1 citationarXiv
Maximum Inner Product is Query-Scaled Nearest Neighbor2503.06882v2 · Tingyang Chen, Cong Fu, Kun Wang et al.2025 · 3 citationsarXiv
Accelerating Graph Indexing for ANNS on Modern CPUs2502.18113v1 · Mengzhao Wang, Haotian Wu, Xiangyu Ke et al.2025 · 9 citationsarXiv
Graph Data Management and Graph Machine Learning: Synergies and Opportunities2502.00529v1 · Arijit Khan, Xiangyu Ke, Yinghui Wu2025 · 3 citationsACM SIGMOD Record 2025
HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores2412.08902v1 · Zhonggen Li, Xiangyu Ke, Yifan Zhu et al.2024 · 5 citationsarXiv
Spectral Subspace Clustering for Attributed Graphs2411.11074v1 · Xiaoyang Lin, Renchi Yang, Haoran Zheng et al.2024 · 6 citationsarXiv
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models2407.04217v1 · Mengzhao Wang, Haotian Wu, Xiangyu Ke et al.2024 · 11 citationsarXiv
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs2406.14697v2 · Zhicheng Liang, Yu Yang, Xiangyu Ke et al.2024 · 8 citationsarXiv
GTS: GPU-based Tree Index for Fast Similarity Search2404.00966v1 · Yifan Zhu, Ruiyao Ma, Baihua Zheng et al.2024 · 8 citationsProc. ACM Manag. Data, 2(3): 142:1-142:27
Accelerating Biclique Counting on GPU2403.07858v2 · Linshan Qiu, Zhonggen Li, Xiangyu Ke et al.2024 · 4 citationsarXiv
Scalable Community Search with Accuracy Guarantee on Attributed Graphs2402.17242v3 · Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu et al.2024 · 10 citationsarXiv
GPU-Accelerated Batch-Dynamic Subgraph Matching2401.17018v1 · Linshan Qiu, Lu Chen, Hailiang Jie et al.2024 · 9 citationsarXiv
View-based Explanations for Graph Neural Networks2401.02086v2 · Tingyang Chen, Dazhuo Qiu, Yinghui Wu et al.2024 · 19 citationsarXiv
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment2401.02116v3 · Mengzhao Wang, Weizhi Xu, Xiaomeng Yi et al.2024 · 64 citationsarXiv
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality2312.06397v1 · Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu et al.2023 · 16 citationsarXiv
Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs2306.00893v3 · Xinwei Cai, Xiangyu Ke, Kai Wang et al.2023 · 25 citationsProc. VLDB Endow. 17(4): 657-670 (2023)
Most Probable Densest Subgraphs2212.08820v2 · Arkaprava Saha, Xiangyu Ke, Arijit Khan et al.2022 · 9 citationsarXiv
Random Walk-based Community Key-members Search over Large Graphs2210.17403v5 · Yuxiang Wang, Yuyang Zhao, Xiaoliang Xu et al.2022 · 2 citationsarXiv
Voting-based Opinion Maximization2209.06756v1 · Arkaprava Saha, Xiangyu Ke, Arijit Khan et al.2022 · 7 citationsarXiv
Multi-relation Graph Summarization2112.15488v1 · Xiangyu Ke, Arijit Khan, Francesco Bonchi2021 · 17 citationsarXiv
An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs1904.05300v1 · Xiangyu Ke, Arijit Khan, Leroy Lim Hong Quan2019 · 21 citationsarXiv
Reliability Maximization in Uncertain Graphs1903.08587v4 · Xiangyu Ke, Arijit Khan, Mohammad Al Hasan et al.2019 · 12 citationsIEEE Transaction on Knowledge and Data Engineering, 2020
Select Your Questions Wisely: For Entity Resolution With Crowd Errors1701.08288v2 · Vijaya Krishna Yalavarthi, Xiangyu Ke, Arijit Khan2017 · 4 citationsarXiv
Career total: 61 works. 35 are in this corpus.
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