PPaperPicks

Haitao Yuan

Nanyang Technological University, School of Computer Science and Engineering, Singapore

25 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7403-2871 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×7SIGMOD ×6CIKM ×3SIGKDD ×3VLDB ×2AAAI ×1ACL ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Minxiao Chen
DBLP profile ↗ORCID search ↗
×3
Jiangneng Li
DBLP profile ↗ORCID search ↗
×2
Zhihan Zheng
DBLP profile ↗ORCID search ↗
×2
Jianing Si
DBLP profile ↗ORCID search ↗
×2
Tianhao Peng
DBLP profile ↗ORCID search ↗
×2
Ziting Wang
DBLP profile ↗ORCID search ↗
×1
Shaoting Tan
DBLP profile ↗ORCID search ↗
×1
Huanyao Zhang
DBLP profile ↗ORCID search ↗
×1
Yinfeng Xiang
DBLP profile ↗ORCID search ↗
×1
Ning Liu
DBLP profile ↗ORCID search ↗
×1
Zhuang Zhuang
DBLP profile ↗ORCID search ↗
×1
Xianquan Wang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAG
    ICDE 2026 ·
    Ziting Wang
    DBLP profile ↗ORCID search ↗
  2. FedCurrMM: A Federated Map Matching Framework with Curriculum-Aware Client Selection
    ICDE 2026 ·
    Minxiao Chen
    DBLP profile ↗ORCID search ↗
  3. GoodTP: An Effective Data Selection Framework for Enhancing Trajectory Similarity Learning via Monte Carlo Tree Search
    SIGMOD 2026 · Haitao Yuan
  4. GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis
    ACL 2026 ·
    Shaoting Tan
    DBLP profile ↗ORCID search ↗
  5. AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting
    IJCAI 2025 ·
    Huanyao Zhang
    DBLP profile ↗ORCID search ↗
  6. Demonstrating MAST: An Efficient System for Point Cloud Data Analytics
    SIGMOD 2025 ·
    Jiangneng Li
    DBLP profile ↗ORCID search ↗
  7. Effective AOI-level Parcel Volume Prediction: When Lookahead Parcels Matter
    SIGKDD 2025 ·
    Yinfeng Xiang
    DBLP profile ↗ORCID search ↗
  8. GeoKGM: A Multimodal Large Language Model for Zero-Shot Knowledge Graph Completion in Geospatial Databases
    SIGMOD 2025 ·
    Zhihan Zheng
    DBLP profile ↗ORCID search ↗
  9. Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning
    ICDE 2025 ·
    Jianing Si
    DBLP profile ↗ORCID search ↗
  10. Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning
    SIGKDD 2025 ·
    Ning Liu
    DBLP profile ↗ORCID search ↗
  11. MAST: Towards Efficient Analytical Query Processing on Point Cloud Data
    SIGMOD 2025 ·
    Jiangneng Li
    DBLP profile ↗ORCID search ↗
  12. MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation
    CIKM 2025 ·
    Zhuang Zhuang
    DBLP profile ↗ORCID search ↗
  13. Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective
    SIGKDD 2025 ·
    Xianquan Wang
    DBLP profile ↗ORCID search ↗
  14. PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
    NeurIPS 2025 ·
    Tonglong Wei
    DBLP profile ↗ORCID search ↗
  15. RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning
    SIGMOD 2025 ·
    Zhihan Zheng
    DBLP profile ↗ORCID search ↗
  16. RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
    SIGMOD 2025 ·
    Minxiao Chen
    DBLP profile ↗ORCID search ↗
  17. SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning
    AAAI 2025 ·
    Tianhao Peng
    DBLP profile ↗ORCID search ↗
  18. Think Twice Before Imputation: Optimizing Data Imputation Order for Machine Learning
    ICDE 2025 ·
    Jiaxuan Zhang
    DBLP profile ↗ORCID search ↗
  19. Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter
    ICDE 2025 ·
    Jianing Si
    DBLP profile ↗ORCID search ↗
  20. GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy
    ICDE 2024 ·
    Tianhao Peng
    DBLP profile ↗ORCID search ↗
  21. LAMRec: Label-aware Multi-view Drug Recommendation
    CIKM 2024 ·
    Yunsen Tang
    DBLP profile ↗ORCID search ↗
  22. LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
    VLDB 2024 ·
    Zhaodonghui Li
    DBLP profile ↗ORCID search ↗
  23. Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network
    VLDB 2024 · Haitao Yuan
  24. Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
    ICDE 2024 ·
    Nan Jiang
    DBLP profile ↗ORCID search ↗
  25. Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
    CIKM 2024 ·
    Minxiao Chen
    DBLP profile ↗ORCID search ↗