Xin Cao

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 69

Top Topics

Heterogeneous Information Networks

Efficient Search

Cardinality Estimation

Top Venues

Proc. VLDB Endow.

Publications

Yuren Mao, Yu Hao, Xin Cao, Yixiang Fang, Xuemin Lin, Hua Mao, Zhiqiang Xu
Dynamic Graph Embedding via Meta-Learning. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Yankai Chen, Yixiang Fang, Qiongyan Wang, Xin Cao, Irwin King
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks. CoRR (2024)
Yong-Min Shin, Cong Tran, Won-Yong Shin, Xin Cao
Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou, Zhi Zhang
Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Yankai Chen, Yixiang Fang, Qiongyan Wang, Xin Cao, Irwin King
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks. AAAI (2024)
Yong-Min Shin, Siqing Li, Xin Cao, Won-Yong Shin
Revisiting Attention Weights as Interpretations of Message-Passing Neural Networks. CoRR (2024)
Peng Tang, Zhiqiang Xu, Chunlai Zhou, Pengfei Wei, Peng Han, Xin Cao, Tobias Lasser
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring. AAAI (2024)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
Node Feature Augmentation Vitaminizes Network Alignment. CoRR (2023)
Peng Tang, Zhiqiang Xu, Pengfei Wei, Xiaobin Hu, Peilin Zhao, Xin Cao, Chunlai Zhou, Tobias Lasser
KAC: Improving Single Image Defocus Deblurring. CoRR (2023)
Yankai Chen, Jie Zhang, Yixiang Fang, Xin Cao, Irwin King
An Augmented Index-based Efficient Community Search for Large Directed Graphs. CoRR (2023)
Jin-Duk Park, Siqing Li, Xin Cao, Won-Yong Shin
Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation. CoRR (2023)
Hangjia Cen, Xike Xie, Xin Cao, Jiali Weng
Approximate Indexing for Top-k Queries over Massive Spatio-textual Data Streams. ICDEW (2023)
Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Xin Cao, Kongzhang Hao, Yuxin Jiang, Wei Wang
Weighted Sampling for Masked Language Modeling. ICASSP (2023)
Jian Gao, Xin Cao, Xin Yao, Gong Zhang, Wei Wang
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves. Proc. VLDB Endow. 16 (10) (2023)
Yufan Sheng, Xin Cao, Yixiang Fang, Kaiqi Zhao, Jianzhong Qi, Gao Cong, Wenjie Zhang
WISK: A Workload-aware Learned Index for Spatial Keyword Queries. Proc. ACM Manag. Data 1 (2) (2023)
Zizhong Meng, Xin Cao, Gao Cong
Selectivity Estimation for Queries Containing Predicates over Set-Valued Attributes. Proc. ACM Manag. Data 1 (4) (2023)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
On the Power of Gradual Network Alignment Using Dual-Perception Similarities. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Zezhi Shao, Fei Wang, Yongjun Xu, Wei Wei, Chengqing Yu, Zhao Zhang, Di Yao, Guangyin Jin, Xin Cao, Gao Cong, Christian S. Jensen, Xueqi Cheng
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis. CoRR (2023)
Jin-Duk Park, Siqing Li, Xin Cao, Won-Yong Shin
Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation. KDD (2023)
Linhao Luo, Yixiang Fang, Moli Lu, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
GSim: A Graph Neural Network Based Relevance Measure for Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Wei Huang, Yuan Cao, Haonan Wang, Xin Cao, Taiji Suzuki
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective. CoRR (2023)
Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Xin Cao, Kongzhang Hao, Yuxin Jiang, Wei Wang
Weighted Sampling for Masked Language Modeling. CoRR (2023)
Linhan Zhang, Qian Chen, Wen Wang, Yuxin Jiang, Bing Li, Wei Wang, Xin Cao
Exploiting Correlations Between Contexts and Definitions with Multiple Definition Modeling. CoRR (2023)
Yufan Sheng, Xin Cao, Yixiang Fang, Kaiqi Zhao, Jianzhong Qi, Gao Cong, Wenjie Zhang
WISK: A Workload-aware Learned Index for Spatial Keyword Queries. CoRR (2023)
Chenji Huang, Yixiang Fang, Xuemin Lin, Xin Cao, Wenjie Zhang
ABLE: Meta-Path Prediction in Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data 16 (4) (2022)
Zezhi Shao, Zhao Zhang, Wei Wei, Fei Wang, Yongjun Xu, Xin Cao, Christian S. Jensen
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting. Proc. VLDB Endow. 15 (11) (2022)
Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang, Bing Li, Wei Wang, Xin Cao
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction. ACL (Findings) (2022)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation. CoRR (2022)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation. CIKM (2022)
Kai Wang, Shuting Wang, Xin Cao, Lu Qin
Efficient Radius-Bounded Community Search in Geo-Social Networks. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Xia Li, Kongzhang Hao, Zhengyi Yang, Xin Cao, Wenjie Zhang, Long Yuan, Xuemin Lin
Hop-Constrained s-t Simple Path Enumeration in Billion-Scale Labelled Graphs. WISE (2022)
Linhao Luo, Yixiang Fang, Moli Lu, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs. CoRR (2022)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract). AAAI (2022)
Chenji Huang, Yixiang Fang, Xuemin Lin, Xin Cao, Wenjie Zhang, Maria E. Orlowska
Estimating Node Importance Values in Heterogeneous Information Networks. ICDE (2022)
Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Sibo Wang, Xuemin Lin, Liang Feng
Constrained Path Search with Submodular Function Maximization. ICDE (2022)
Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou
Budgeted Sequence Submodular Maximization. IJCAI (2022)
Zezhi Shao, Zhao Zhang, Wei Wei, Fei Wang, Yongjun Xu, Xin Cao, Christian S. Jensen
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting. CoRR (2022)
Yangqin Jiang, Yixiang Fang, Chenhao Ma, Xin Cao, Chunshan Li
Effective Community Search over Large Star-Schema Heterogeneous Information Networks. Proc. VLDB Endow. 15 (11) (2022)
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
CP-GNN: A Software for Community Detection in Heterogeneous Information Networks. Softw. Impacts 10 (2021)
Han Zhang, Yu Hao, Xin Cao, Yixiang Fang, Won-Yong Shin, Wei Wang
Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information. CIKM (2021)
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model. CIKM (2021)
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, Wenjie Zhang
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model. CoRR (2021)
Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. ICDE (2021)
Yu Hao, Xin Cao, Yufan Sheng, Yixiang Fang, Wei Wang
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network. NeurIPS (2021)
Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu, Zhiqiang Xu, Christian S. Jensen
Efficient Attribute-Constrained Co-Located Community Search. ICDE (2020)
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach. CoRR (2020)
Yankai Chen, Jie Zhang, Yixiang Fang, Xin Cao, Irwin King
Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach. IJCAI (2020)
Sen Zhao, Xin Cao
Multiple-user closest keyword-set querying in road networks. Inf. Sci. 509 (2020)
Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing - Full Version. CoRR (2020)
Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang
Inductive Link Prediction for Nodes Having Only Attribute Information. IJCAI (2020)
Yaoshu Wang, Chuan Xiao, Jianbin Qin, Xin Cao, Yifang Sun, Wei Wang, Makoto Onizuka
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach. SIGMOD Conference (2020)
Xuefeng Chen, Xin Cao, Yifeng Zeng, Yixiang Fang, Bin Yao
Optimal Region Search with Submodular Maximization. IJCAI (2020)
Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang
Inductive Link Prediction for Nodes Having Only Attribute Information. CoRR (2020)
Zhiqiang Xu, Yiping Ke, Xin Cao, Chunlai Zhou, Pengfei Wei, Xin Gao
A unified linear convergence analysis of k-SVD. Memetic Comput. 12 (4) (2020)
Yixiang Fang, Yixing Yang, Wenjie Zhang, Xuemin Lin, Xin Cao
Effective and Efficient Community Search over Large Heterogeneous Information Networks. Proc. VLDB Endow. 13 (6) (2020)
Jiehuan Luo, Xin Cao, Qiang Qu, Yaqiong Liu
Efficient Search of the Most Cohesive Co-located Community in Attributed Networks. DASFAA (1) (2019)
Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu
Best Co-Located Community Search in Attributed Networks. CIKM (2019)
Yanhui Li, Xin Cao, Ye Yuan, Guoren Wang
PrivSem: Protecting location privacy using semantic and differential privacy. World Wide Web 22 (6) (2019)
Xuefeng Chen, Xin Cao, Zhiqiang Xu, Ying Zhang, Shuo Shang, Wenjie Zhang
Accelerate MaxBRkNN Search by kNN Estimation. ICDE (2019)
Lisi Chen, Shuo Shang, Zhiwei Zhang, Xin Cao, Christian S. Jensen, Panos Kalnis
Location-Aware Top-k Term Publish/Subscribe. ICDE (2018)
Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen
Augmented keyword search on spatial entity databases. VLDB J. 27 (2) (2018)
Zhiqiang Xu, Xin Cao, Xin Gao
Convergence Analysis of Gradient Descent for Eigenvector Computation. IJCAI (2018)
Kai Wang, Xin Cao, Xuemin Lin, Wenjie Zhang, Lu Qin
Efficient Computing of Radius-Bounded k-Cores. ICDE (2018)
Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan, Xuemin Lin
PrivTS: Differentially Private Frequent Time-Constrained Sequential Pattern Mining. DASFAA (2) (2018)
Tao Guo, Xin Cao, Gao Cong, Jiaheng Lu, Xuemin Lin
Distributed Algorithms on Exact Personalized PageRank. SIGMOD Conference (2017)
Sen Su, Sen Zhao, Xiang Cheng, Rong Bi, Xin Cao, Jie Wang
Group-based collective keyword querying in road networks. Inf. Process. Lett. 118 (2017)
Quan Yuan, Jingbo Shang, Xin Cao, Chao Zhang, Xinhe Geng, Jiawei Han
Detecting Multiple Periods and Periodic Patterns in Event Time Sequences. CIKM (2017)
Ryan McConville, Xin Cao, Weiru Liu, Paul Miller
Accelerating large scale centroid-based clustering with locality sensitive hashing. ICDE (2016)
Farhana Murtaza Choudhury, J. Shane Culpepper, Timos K. Sellis, Xin Cao
Maximizing Bichromatic Reverse Spatial and Textual k Nearest Neighbor Queries. Proc. VLDB Endow. 9 (6) (2016)
Xin Cao, Gao Cong, Tao Guo, Christian S. Jensen, Beng Chin Ooi
Efficient Processing of Spatial Group Keyword Queries. ACM Trans. Database Syst. 40 (2) (2015)
Yifeng Zeng, Xuefeng Chen, Xin Cao, Shengchao Qin, Marc Cavazza, Yanping Xiang
Optimal Route Search with the Coverage of Users' Preferences. IJCAI (2015)
Tao Guo, Xin Cao, Gao Cong
Efficient Algorithms for Answering the m-Closest Keywords Query. SIGMOD Conference (2015)
Lisi Chen, Gao Cong, Xin Cao, Kian-Lee Tan
Temporal Spatial-Keyword Top-k publish/subscribe. ICDE (2015)
Xin Cao, Gao Cong, Christian S. Jensen, Man Lung Yiu
Retrieving Regions of Interest for User Exploration. Proc. VLDB Endow. 7 (9) (2014)
Lisi Chen, Yan Cui, Gao Cong, Xin Cao
SOPS: A System for Efficient Processing of Spatial-Keyword Publish/Subscribe. Proc. VLDB Endow. 7 (13) (2014)
Xin Cao, Lisi Chen, Gao Cong, Jihong Guan, Nhan-Tue Phan, Xiaokui Xiao
KORS: Keyword-aware Optimal Route Search System. ICDE (2013)
Lisi Chen, Gao Cong, Xin Cao
An efficient query indexing mechanism for filtering geo-textual data. SIGMOD Conference (2013)
Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao
Keyword-aware Optimal Route Search CoRR (2012)
Xin Cao, Lisi Chen, Gao Cong, Xiaokui Xiao
Keyword-aware Optimal Route Search. Proc. VLDB Endow. 5 (11) (2012)
Hua Lu, Xin Cao, Christian S. Jensen
A Foundation for Efficient Indoor Distance-Aware Query Processing. ICDE (2012)
Xin Cao, Gao Cong, Bin Cui, Christian S. Jensen, Quan Yuan
Approaches to Exploring Category Information for Question Retrieval in Community Question-Answer Archives. ACM Trans. Inf. Syst. 30 (2) (2012)
Xin Cao, Gao Cong, Christian S. Jensen, Jun Jie Ng, Beng Chin Ooi, Nhan-Tue Phan, Dingming Wu
SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects. Proc. VLDB Endow. 5 (12) (2012)
Xin Cao, Lisi Chen, Gao Cong, Christian S. Jensen, Qiang Qu, Anders Skovsgaard, Dingming Wu, Man Lung Yiu
Spatial Keyword Querying. ER (2012)
Xin Cao, Gao Cong, Christian S. Jensen, Beng Chin Ooi
Collective spatial keyword querying. SIGMOD Conference (2011)
Xin Cao, Gao Cong, Bin Cui, Christian S. Jensen
A generalized framework of exploring category information for question retrieval in community question answer archives. WWW (2010)
Xin Cao, Gao Cong, Christian S. Jensen
Retrieving Top-k Prestige-Based Relevant Spatial Web Objects. Proc. VLDB Endow. 3 (1) (2010)
Xin Cao, Gao Cong, Christian S. Jensen
Mining Significant Semantic Locations From GPS Data. Proc. VLDB Endow. 3 (1) (2010)
Xin Cao, Gao Cong, Bin Cui, Christian S. Jensen, Ce Zhang
The use of categorization information in language models for question retrieval. CIKM (2009)