Gao Cong
- Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis
2023/10/09 by Zezhi Shao, Fei Wang, Shao, Zezhi +22 · 42 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
- Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation
2021/09/13 by Yuxing Han, Zi‐Niu Wu, Han, Yuxing +25 · 18 citations
Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
- On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
2023/04/13 by Gengchen Mai, Weiming Huang, Mai, Gengchen +25 · 11 citations
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #I.2.0 #I.2.10 #I.2.4 #I.2.7 #I.5.1
- A Survey on Trajectory Data Management, Analytics, and Learning
2020/03/25 by Sheng Wang, Zhifeng Bao, Wang, Sheng +5 · 7 citations
Computer Science · Social Sciences · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #H.2 #Human Mobility and Location-Based Analysis #Time Series Analysis and Forecasting
- AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
2024/02/06 by Kethmi Hirushini Hettige, Jiahao Ji, Hettige, Kethmi Hirushini +9 · 14 citations
Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- City Foundation Models for Learning General Purpose Representations from OpenStreetMap
2023/10/01 by Pasquale Balsebre, Weiming Huang, Balsebre, Pasquale +5 · 6 citations
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
- UnifiedSSR: A Unified Framework of Sequential Search and Recommendation
2023/10/21 by Jiayi Xie, Shang Liu, Xie, Jiayi +5 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Topic Modeling
- SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting
2024/06/18 by Yue Jiang, Xiucheng Li, Jiang, Yue +11 · 6 citations
Economics, Econometrics and Finance · Computer Science · #Complex Systems and Time Series Analysis #Time Series Analysis and Forecasting #Geochemistry and Geologic Mapping
- Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning
2022/10/14 by Tiantian He, Haicang Zhou, He, Tiantian +5 · 3 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
- LAMP: A Language Model on the Map
2024/03/14 by Pasquale Balsebre, Weiming Huang, Balsebre, Pasquale +3 · 5 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies
- Trajectory Similarity Measurement: An Efficiency Perspective
2023/11/02 by Yanchuan Chang, Egemen Tanin, Chang, Yanchuan +7 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Time Series Analysis and Forecasting
- DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph
2025/02/11 by Ziqi Yin, Jianyang Gao, Yin, Ziqi +7 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Advanced Vision and Imaging
- WISK: A Workload-aware Learned Index for Spatial Keyword Queries
2023/02/28 by Yufan Sheng, Sheng, Yufan, Xin Cao +11 · 2 citations
Computer Science · Social Sciences · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
- FDABench: A Benchmark for Data Agents on Analytical Queries over Heterogeneous Data
2025/09/02 by Ziting Wang, Wang, Ziting, Shize Zhang +10 · 4 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Quality and Management #Data Visualization and Analytics
- Reverse k Nearest Neighbor Search over Trajectories
2017/04/13 by Sheng Wang, Zhifeng Bao, Wang, Sheng +7 · 1 citation
Computer Science · Social Sciences · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #cs.DB
- SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects
2017/09/26 by Kaiyu Feng, Tao Guo, Feng, Kaiyu +7 · 1 citation
Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #cs.DB
- Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics
2024/03/18 by Yile Chen, Xiucheng Li, Chen, Yile +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Music and Audio Processing
- CAMAL: Optimizing LSM-trees via Active Learning
2024/09/23 by Weiping Yu, Siqiang Luo, Yu, Weiping +5 · 3 citations
Computer Science · #Natural Language Processing Techniques
- AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction
2023/12/22 by Tangwen Qian, Yile Chen, Qian, Tangwen +7 · 2 citations
Computer Science · Medicine · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis
- Exploring Global Information for Session-based Recommendation
2020/11/20 by Ziyang Wang, Wang, Ziyang, Wei Wei +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Location- and keyword-based querying of geo-textual data: a survey
2021/03/30 by Zhida Chen, Lisi Chen, Gao Cong +1 · 1 citation
- Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks
2022/02/28 by Yile Chen, Chen, Yile, Xiucheng Li +13 · 1 citation
Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Customer Service Quality and Loyalty #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Sharing Economy and Platforms
- CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAG
2024/11/01 by Zhineng Wang, Wang, Ziting, Haitao Yuan +6 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Self-Supervised Representation Learning for Geospatial Objects: A Survey
2024/08/22 by Yile Chen, Weiming Huang, Chen, Yile +7 · 3 citations
Computer Science · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
- Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation
2018/04/12 by Lucas Vinh Tran, Tuan-Anh Nguyen Pham, Tran, Lucas Vinh +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
- Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic
2026/02/13 by Shuai Liu, Ning Cao, Yile Chen +2 · 1 voice · 1 citation
Computer Science · #cs.LG #cs.AI
- Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models
2024/10/17 by Tangwen Qian, Qian, Tangwen, Jiaqi Li +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
- LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention
2026/07/26 by Ziqi Yin, Jianyang Gao, Peiqi Yin +2
Computer Science · #cs.LG