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

Shangguang Wang
×9
Nan Jiang
×8
Gao Cong
×7
Minxiao Chen
×7
Zhihan Zheng
×4
Jianing Si
×4
Ning Liu
×3
Guoliang Li
×3
Ziting Wang
×2
Haoning Wang
×2
Ao Zhou
×2
Wei Zhang
×2

Papers

  1. CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAG
    ICDE 2026 ·
    Ziting Wang
    , Haitao Yuan,
    Wei Dong
    ,
    Gao Cong
    ,
    Feifei Li
  2. FedCurrMM: A Federated Map Matching Framework with Curriculum-Aware Client Selection
    ICDE 2026 ·
    Minxiao Chen
    , Haitao Yuan,
    Haoning Wang
    ,
    Nan Jiang
    ,
    Zhihan Zheng
    ,
    Ao Zhou
    ,
    Shangguang Wang
  3. GoodTP: An Effective Data Selection Framework for Enhancing Trajectory Similarity Learning via Monte Carlo Tree Search
    SIGMOD 2026 · Haitao Yuan,
    Gao Cong
  4. GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis
    ACL 2026 ·
    Shaoting Tan
    ,
    Ning Liu
    ,
    Yuntao Du
    ,
    Shuyue Wei
    ,
    Wu Shuai
    ,
    Qian Li
    ,
    Yanyu Xu
    ,
    Wei Zhang
    ,
    Lizhen Cui
    , Haitao Yuan
  5. AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting
    IJCAI 2025 ·
    Huanyao Zhang
    ,
    Jiaye Lin
    ,
    Wentao Zhang
    , Haitao Yuan,
    Guoliang Li
  6. Demonstrating MAST: An Efficient System for Point Cloud Data Analytics
    SIGMOD 2025 ·
    Jiangneng Li
    , Haitao Yuan,
    Jie Wang
    ,
    Ziting Wang
    ,
    Han Mao Kiah
    ,
    Gao Cong
  7. Effective AOI-level Parcel Volume Prediction: When Lookahead Parcels Matter
    SIGKDD 2025 ·
    Yinfeng Xiang
    ,
    Jiangyi Fang
    ,
    Chao Li
    , Haitao Yuan,
    Yiwei Song
    ,
    Jiming Chen
  8. GeoKGM: A Multimodal Large Language Model for Zero-Shot Knowledge Graph Completion in Geospatial Databases
    SIGMOD 2025 ·
    Zhihan Zheng
    , Haitao Yuan,
    Minxiao Chen
    ,
    Nan Jiang
    ,
    Haoning Wang
    ,
    Shangguang Wang
  9. Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning
    ICDE 2025 ·
    Jianing Si
    , Haitao Yuan,
    Xiang Li
    ,
    Nan Jiang
    ,
    Xiao Ma
    ,
    Guoliang Li
    ,
    Shangguang Wang
  10. Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning
    SIGKDD 2025 ·
    Ning Liu
    ,
    Yunsen Tang
    , Haitao Yuan,
    Hongtao Lv
    ,
    Lili Jiang
    ,
    Zhen Li
    ,
    Wei Zhang
    ,
    Jianyong Wang
  11. MAST: Towards Efficient Analytical Query Processing on Point Cloud Data
    SIGMOD 2025 ·
    Jiangneng Li
    , Haitao Yuan,
    Gao Cong
    ,
    Han Mao Kiah
    ,
    Shuhao Zhang
  12. MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation
    CIKM 2025 ·
    Zhuang Zhuang
    , Haitao Yuan,
    Shanshan Feng
    ,
    Heng Qi
    ,
    Yanming Shen
    ,
    Baocai Yin
  13. Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective
    SIGKDD 2025 ·
    Xianquan Wang
    ,
    Likang Wu
    ,
    Zhi Li
    , Haitao Yuan,
    Shuanghong Shen
    ,
    Huibo Xu
    ,
    Yu Su
    ,
    Chenyi Lei
  14. PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
    NeurIPS 2025 ·
    Tonglong Wei
    ,
    Yan Lin
    ,
    Youfang Lin
    ,
    Shengnan Guo
    ,
    Jilin Hu
    , Haitao Yuan,
    Gao Cong
    ,
    Huaiyu Wan
  15. RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning
    SIGMOD 2025 ·
    Zhihan Zheng
    , Haitao Yuan,
    Minxiao Chen
    ,
    Shangguang Wang
  16. RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
    SIGMOD 2025 ·
    Minxiao Chen
    , Haitao Yuan,
    Nan Jiang
    ,
    Zhihan Zheng
    ,
    Sai Wu
    ,
    Ao Zhou
    ,
    Shangguang Wang
  17. SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning
    AAAI 2025 ·
    Tianhao Peng
    ,
    Xuhong Li
    , Haitao Yuan,
    Yuchen Li
    ,
    Haoyi Xiong
  18. Think Twice Before Imputation: Optimizing Data Imputation Order for Machine Learning
    ICDE 2025 ·
    Jiaxuan Zhang
    , Haitao Yuan,
    Jianing Si
    ,
    Nan Jiang
    ,
    Shangguang Wang
  19. Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter
    ICDE 2025 ·
    Jianing Si
    , Haitao Yuan,
    Nan Jiang
    ,
    Minxiao Chen
    ,
    Xiao Ma
    ,
    Shangguang Wang
  20. GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy
    ICDE 2024 ·
    Tianhao Peng
    ,
    Wenjun Wu
    , Haitao Yuan,
    Zhifeng Bao
    ,
    Zhao Pengrui
    ,
    Xin Yu
    ,
    Xuetao Lin
    ,
    Yu Liang
    ,
    Yanjun Pu
  21. LAMRec: Label-aware Multi-view Drug Recommendation
    CIKM 2024 ·
    Yunsen Tang
    ,
    Ning Liu
    , Haitao Yuan,
    Yonghe Yan
    ,
    Lei Liu
    ,
    Weixing Tan
    ,
    Lizhen Cui
  22. LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
    VLDB 2024 ·
    Zhaodonghui Li
    , Haitao Yuan,
    Huiming Wang
    ,
    Gao Cong
    ,
    Lidong Bing
  23. Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network
    VLDB 2024 · Haitao Yuan,
    Gao Cong
    ,
    Guoliang Li
  24. Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
    ICDE 2024 ·
    Nan Jiang
    , Haitao Yuan,
    Jianing Si
    ,
    Minxiao Chen
    ,
    Shangguang Wang
  25. Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
    CIKM 2024 ·
    Minxiao Chen
    , Haitao Yuan,
    Nan Jiang
    ,
    Zhifeng Bao
    ,
    Shangguang Wang