Yunjun Gao

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 242

Top Venues

ICDE

CoRR

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

Publications

Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao
View-based Explanations for Graph Neural Networks. CoRR (2024)
Chengyang Luo, Yifan Zhu, Qing Liu, Yunjun Gao, Lu Chen, Jianliang Xu
MCR-Tree: An Efficient Index for Multi-dimensional Core Search. Proc. ACM Manag. Data 2 (3) (2024)
Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. CoRR (2024)
Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao
User-friendly, Interactive, and Configurable Explanations for Graph Neural Networks with Graph Views. SIGMOD Conference Companion (2024)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. ICDE (2024)
Dongen Wu, Ziquan Fang, Qichen Sun, Lu Chen, Haiyang Hu, Fei Wang, Yunjun Gao
TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records. KDD (2024)
Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models. CoRR (2024)
Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao
View-based Explanations for Graph Neural Networks (Extended Abstract). ICDEW (2024)
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
Real-Time Trajectory Synthesis with Local Differential Privacy. CoRR (2024)
Yuren Mao, Yuhang Ge, Yijiang Fan, Wenyi Xu, Yu Mi, Zhonghao Hu, Yunjun Gao
A Survey on LoRA of Large Language Models. CoRR (2024)
Zhicheng Liang, Yu Yang, Xiangyu Ke, Xiaokui Xiao, Yunjun Gao
A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs. CoRR (2024)
Yuren Mao, Xuemei Dong, Wenyi Xu, Yunjun Gao, Bin Wei, Ying Zhang
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction. CoRR (2024)
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
GTS: GPU-based Tree Index for Fast Similarity Search. Proc. ACM Manag. Data 2 (3) (2024)
Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. Proc. ACM Manag. Data 2 (1) (2024)
Tianming Zhang, Xinwei Cai, Lu Chen, Zhengyi Yang, Yunjun Gao, Bin Cao, Jing Fan
Towards efficient simulation-based constrained temporal graph pattern matching. World Wide Web (WWW) 27 (3) (2024)
Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis. SIGMOD Conference Companion (2024)
Minjun Zhao, Yichen Yin, Yuren Mao, Qing Liu, Lu Chen, Yunjun Gao
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. ICDE (2024)
Yifan Zhu, Ruiyao Ma, Baihua Zheng, Xiangyu Ke, Lu Chen, Yunjun Gao
GTS: GPU-based Tree Index for Fast Similarity Search. CoRR (2024)
Tianming Zhang, Yunjun Gao, Jie Zhao, Lu Chen, Lu Jin, Zhengyi Yang, Bin Cao, Jing Fan
Efficient Exact and Approximate Betweenness Centrality Computation for Temporal Graphs. WWW (2024)
Linshan Qiu, Lu Chen, Hailiang Jie, Xiangyu Ke, Yunjun Gao, Yang Liu, Zetao Zhang
GPU-Accelerated Batch-Dynamic Subgraph Matching. ICDE (2024)
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Tingyang Chen, Dazhuo Qiu, Yinghui Wu, Arijit Khan, Xiangyu Ke, Yunjun Gao
View-based Explanations for Graph Neural Networks. Proc. ACM Manag. Data 2 (1) (2024)
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. ICDE (2024)
Xiaoye Miao, Yangyang Wu, Lu Chen, Yunjun Gao, Jianwei Yin
An Experimental Survey of Missing Data Imputation Algorithms (Extended Abstract). ICDE (2024)
Wei Chen, Yuxuan Liang, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond. CoRR (2024)
Chao Zhang, Yuren Mao, Yijiang Fan, Yu Mi, Yunjun Gao, Lu Chen, Dongfang Lou, Jinshu Lin
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis. CoRR (2024)
Linshan Qiu, Zhonggen Li, Xiangyu Ke, Lu Chen, Yunjun Gao
Accelerating Biclique Counting on GPU. CoRR (2024)
Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng
Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. ICDE (2024)
Linshan Qiu, Zhonggen Li, Xiangyu Ke, Lu Chen, Yunjun Gao
Accelerating Biclique Counting on GPU. ICDE (2024)
Junhao Zhu, Yuren Mao, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data. Proc. VLDB Endow. 17 (6) (2024)
Zhiyong Peng, Yunjun Gao, Guoliang Li, Jianqiu Xu
Preface to Special Issue on New Database Technology for Multimodal Data. Int. J. Softw. Informatics 14 (1) (2024)
Chengyang Luo, Lu Jin, Qing Liu, Yunjun Gao, Lu Chen
TASKS: A Real-Time Query System for Instant Error-Tolerant Spatial Keyword Queries on Road Networks. ICDE (2024)
Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao
Real-Time Trajectory Synthesis with Local Differential Privacy. ICDE (2024)
Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE (2024)
Yuanyuan Yao, Hailiang Jie, Lu Chen, Tianyi Li, Yunjun Gao, Shiting Wen
TSec: An Efficient and Effective Framework for Time Series Classification. ICDE (2024)
Yunjun Gao, Ziquan Fang, Jiachen Xu, Shenghao Gong, Chunhui Shen, Lu Chen
An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Linshan Qiu, Lu Chen, Hailiang Jie, Xiangyu Ke, Yunjun Gao, Yang Liu, Zetao Zhang
GPU-Accelerated Batch-Dynamic Subgraph Matching. CoRR (2024)
Zhao Liu, Guoqing Xiao, Xu Zhou, Yunchuan Qin, Yunjun Gao, Kenli Li
Cross Online Assignment of Hybrid Task in Spatial Crowdsourcing. ICDE (2024)
Yifan Zhu, Lu Chen, Yunjun Gao, Ruiyao Ma, Baihua Zheng, Jingwen Zhao
HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric Spaces. ICDE (2024)
Ziquan Fang, Changhao He, Lu Chen, Danlei Hu, Qichen Sun, Linsen Li, Yunjun Gao
A Lightweight Framework for Fast Trajectory Simplification. ICDE (2023)
Bolong Zheng, Yongyong Gao, Jingyi Wan, Lingsen Yan, Long Hu, Bo Liu, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen
DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems. Proc. VLDB Endow. 17 (1) (2023)
Xiaoye Miao, Yangyang Wu, Lu Chen, Yunjun Gao, Jianwei Yin
An Experimental Survey of Missing Data Imputation Algorithms. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yunjun Gao, Pengfei Wang, Xiaocan Zeng, Lu Chen, Yuren Mao, Ziheng Wei, Miao Li
Towards Explainable Table Interpretation Using Multi-view Explanations. ICDE (2023)
Wensheng Luo, Xu Zhou, Kenli Li, Yunjun Gao, Keqin Li
Efficient Influential Community Search in Large Uncertain Graphs. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
LDPTrace: Locally Differentially Private Trajectory Synthesis. Proc. VLDB Endow. 16 (8) (2023)
Yanhong Li, Wang Zhang, Yunjun Gao, Qing Li, LihChyun Shu, Changyin Luo
DAPC: Answering Why-Not Questions on Top-k Direction-Aware ASK Queries in Polar Coordinates. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Xiaocan Zeng, Pengfei Wang, Yuren Mao, Lu Chen, Xiaoze Liu, Yunjun Gao
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching. CoRR (2023)
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
Knowledge-refined Denoising Network for Robust Recommendation. CoRR (2023)
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
Real-time Workload Pattern Analysis for Large-scale Cloud Databases. CoRR (2023)
Congcong Ge, Pengfei Wang, Lu Chen, Xiaoze Liu, Baihua Zheng, Yunjun Gao
CollaborEM: A Self-Supervised Entity Matching Framework Using Multi-Features Collaboration. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Xiaoye Miao, Yangyang Wu, Jiazhen Peng, Yunjun Gao, Jianwei Yin
Efficient and Effective Cardinality Estimation for Skyline Family. Proc. ACM Manag. Data 1 (1) (2023)
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
SEA: A Scalable Entity Alignment System. SIGIR (2023)
Minjun Zhao, Lu Chen, Keyu Yang, Yuntao Du, Yunjun Gao
Finding Materialized Models for Model Reuse. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
Unsupervised Entity Alignment for Temporal Knowledge Graphs. CoRR (2023)
Xinjun Zhu, Yuntao Du, Yuren Mao, Lu Chen, Yujia Hu, Yunjun Gao
Knowledge-refined Denoising Network for Robust Recommendation. SIGIR (2023)
Pengfei Jin, Lu Chen, Yunjun Gao, Xueqin Chang, Zhanyu Liu, Shu Shen, Christian S. Jensen
Maximizing the influence of bichromatic reverse k nearest neighbors in geo-social networks. World Wide Web (WWW) 26 (4) (2023)
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
Real-time Workload Pattern Analysis for Large-scale Cloud Databases. Proc. VLDB Endow. 16 (12) (2023)
Qing Liu, Xuankun Liao, Xin Huang, Jianliang Xu, Yunjun Gao
Distributed (α, β)-Core Decomposition over Bipartite Graphs. ICDE (2023)
Lu Chen, Yunjun Gao, Xuan Song, Zheng Li, Yifan Zhu, Xiaoye Miao, Christian S. Jensen
Indexing Metric Spaces for Exact Similarity Search. ACM Comput. Surv. 55 (6) (2023)
Keyu Yang, Yunjun Gao, Yifeng Shen, Baihua Zheng, Lu Chen
DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition (Poster Abstract). ACM TUR-C (2023)
Ziquan Fang, Shenghao Gong, Lu Chen, Jiachen Xu, Yunjun Gao, Christian S. Jensen
Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams. Proc. ACM Manag. Data 1 (2) (2023)
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
SEA: A Scalable Entity Alignment System. CoRR (2023)
Xin-Wei Cai, Xiangyu Ke, Kai Wang, Lu Chen, Tianming Zhang, Qing Liu, Yunjun Gao
Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs. CoRR (2023)
Zhihao Zeng, Yuntao Du, Ziquan Fang, Lu Chen, Shiliang Pu, Guodong Chen, Hui Wang, Yunjun Gao
FLBooster: A Unified and Efficient Platform for Federated Learning Acceleration. ICDE (2023)
Xiaoye Miao, Huanhuan Peng, Xinyu Huang, Lu Chen, Yunjun Gao, Jianwei Yin
Modern Data Pricing Models: Taxonomy and Comprehensive Survey. CoRR (2023)
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
Unsupervised Entity Alignment for Temporal Knowledge Graphs. WWW (2023)
Bolong Zheng, Lei Bi, Ruijie Xi, Lu Chen, Yunjun Gao, Xiaofang Zhou, Christian S. Jensen
RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion. SIGIR (2023)
Chengyang Luo, Qing Liu, Yunjun Gao, Lu Chen, Ziheng Wei, Congcong Ge
TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks. Proc. VLDB Endow. 16 (10) (2023)
Xin-Wei Cai, Xiangyu Ke, Kai Wang, Lu Chen, Tianming Zhang, Qing Liu, Yunjun Gao
Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs. Proc. VLDB Endow. 17 (4) (2023)
Xiaoye Miao, Huanhuan Peng, Yunjun Gao, Zongfu Zhang, Jianwei Yin
On Dynamically Pricing Crowdsourcing Tasks. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Lu Chen, Yuxiang Guo, Congcong Ge, Baihua Zheng, Yunjun Gao
Cross-source Data Error Detection Approach Based on Federated Learning. Int. J. Softw. Informatics 13 (1) (2023)
Huanhuan Peng, Xiaoye Miao, Lu Chen, Yunjun Gao, Jianwei Yin
Pricing Prediction Services for Profit Maximization with Incomplete Information. ICDE (2023)
Minjun Zhao, Yichen Yin, Yuren Mao, Lu Chen, Yunjun Gao
SparDL: Distributed Deep Learning Training with Efficient Sparse Communication. CoRR (2023)
Yuanyuan Yao, Dimeng Li, Hailiang Jie, Lu Chen, Tianyi Li, Jie Chen, Jiaqi Wang, Feifei Li, Yunjun Gao
SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting. Proc. VLDB Endow. 16 (12) (2023)
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. CoRR (2023)
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
Towards Explainable Collaborative Filtering with Taste Clusters Learning. WWW (2023)
Tianyue Ren, Xu Zhou, Kenli Li, Yunjun Gao, Ji Zhang, Keqin Li
Efficient Cross Dynamic Task Assignment in Spatial Crowdsourcing. ICDE (2023)
Yuxiang Guo, Lu Chen, Zhengjie Zhou, Baihua Zheng, Ziquan Fang, Zhikun Zhang, Yuren Mao, Yunjun Gao
CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution. KDD (2023)
Yuntao Du, Yujia Hu, Zhikun Zhang, Ziquan Fang, Lu Chen, Baihua Zheng, Yunjun Gao
LDPTrace: Locally Differentially Private Trajectory Synthesis. CoRR (2023)
Xueqin Chang, Xiangyu Ke, Lu Chen, Congcong Ge, Ziheng Wei, Yunjun Gao
Host Profit Maximization: Leveraging Performance Incentives and User Flexibility. Proc. VLDB Endow. 17 (1) (2023)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. CoRR (2023)
Yuntao Du, Jianxun Lian, Jing Yao, Xiting Wang, Mingqi Wu, Lu Chen, Yunjun Gao, Xing Xie
Towards Explainable Collaborative Filtering with Taste Clusters Learning. CoRR (2023)
Xuemei Dong, Chao Zhang, Yuhang Ge, Yuren Mao, Yunjun Gao, Lu Chen, Jinshu Lin, Dongfang Lou
C3: Zero-shot Text-to-SQL with ChatGPT. CoRR (2023)
Yuntao Du, Xinjun Zhu, Lu Chen, Ziquan Fang, Yunjun Gao
MetaKG: Meta-Learning on Knowledge Graph for Cold-Start Recommendation. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Xiaoye Miao, Huanhuan Peng, Kai Chen, Yuchen Peng, Yunjun Gao, Jianwei Yin
Maximizing Time-aware Welfare for Mixed Items. ICDE (2022)
Yifan Zhu, Lu Chen, Yunjun Gao, Baihua Zheng, Pengfei Wang
DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces. Proc. VLDB Endow. 15 (10) (2022)
Yunjun Gao, Yuntao Du, Yujia Hu, Lu Chen, Xinjun Zhu, Ziquan Fang, Baihua Zheng
Self-Guided Learning to Denoise for Robust Recommendation. CoRR (2022)
Xueqin Chang, Cheng-Yang Luo, Han-Lin Yu, Xin-Wei Cai, Lu Chen, Qing Liu, Yunjun Gao
Answering Non-Answer Questions on Reverse Top-k Geo-Social Keyword Queries. J. Comput. Sci. Technol. 37 (6) (2022)
Aopeng Wang, Shiting Wen, Yunjun Gao, Qing Li, Ke Deng, Chaoyi Pang
Toward Enhancing Room Layout Estimation by Feature Pyramid Networks. Data Sci. Eng. 7 (3) (2022)
Xu Zhou, Shiting Liang, Kenli Li, Yunjun Gao, Keqin Li
Bilateral Preference-aware Task Assignment in Spatial Crowdsourcing. ICDE (2022)
Yangyang Wu, Xiaoye Miao, Yuchen Peng, Lu Chen, Yunjun Gao, Jianwei Yin
An Interactive Data Imputation System. DASFAA (3) (2022)
Yuanyuan Zeng, Wangdong Yang, Xu Zhou, Guoqing Xiao, Yunjun Gao, Kenli Li
Distributed Set Label-Constrained Reachability Queries over Billion-Scale Graphs. ICDE (2022)
Congcong Ge, Xiaocan Zeng, Lu Chen, Yunjun Gao
ZeroMatcher: A Cost-Off Entity Matching System. SIGIR (2022)
Zhao Liu, Kenli Li, Xu Zhou, Ningbo Zhu, Yunjun Gao, Keqin Li
Multi-stage complex task assignment in spatial crowdsourcing. Inf. Sci. 586 (2022)
Congcong Ge, Yunjun Gao, Xiaoye Miao, Bin Yao, Haobo Wang
A Hybrid Data Cleaning Framework Using Markov Logic Networks. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. CoRR (2022)
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories. CoRR (2022)
Ziquan Fang, Dongen Wu, Lu Pan, Lu Chen, Yunjun Gao
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters. IJCAI (2022)
Zhenguang Liu, Runyang Feng, Haoming Chen, Shuang Wu, Yixing Gao, Yunjun Gao, Xiang Wang
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation. CVPR (2022)
Wensheng Luo, Kenli Li, Xu Zhou, Yunjun Gao, Keqin Li
Maximum Biplex Search over Bipartite Graphs. ICDE (2022)

Yunjun Gao.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yunjun Gao