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ORCIDHaitao Yuan 0002
Person information
- unicode name: 袁海涛
- affiliation: Nanyang Technological University, School of Computer Science and Engineering, Singapore
- affiliation (PhD 2021): Tsinghua University, Beijing, China
Other persons with the same name
- Haitao Yuan — disambiguation page
- Haitao Yuan 0001
![[0000-0002-1510-9127]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-1510-9127")
— New Jersey Institute of Technology (NJIT), Newark, NJ, USA (and 1 more) - Haitao Yuan 0003 — Shanghai Ocean University, Shanghai, China
- Haitao Yuan 0004 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Haitao Yuan 0005 — Shandong First Medical University, Department of Cardiology, Shandong Provincial Hospital Affiliated, Jinan, China
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2020 – today
- 2025
[j21]Zijian Cao, Dong Zhao, Xiyuan Dong, Qiyue Wang, Haitao Yuan, Yujia Gao, Huadong Ma:
CrossSim: Toward Cross-System Trajectory Similarity Computation via Representation Learning. IEEE Internet Things J. 12(14): 27044-27059 (2025)- [j20]Jiangneng Li, Haitao Yuan, Gao Cong, Han Mao Kiah, Shuhao Zhang:
MAST: Towards Efficient Analytical Query Processing on Point Cloud Data. Proc. ACM Manag. Data 3(1): 52:1-52:27 (2025) - [j19]Zhihan Zheng, Haitao Yuan, Minxiao Chen, Shangguang Wang:
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning. Proc. ACM Manag. Data 3(1): 71:1-71:26 (2025) - [j18]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhihan Zheng, Sai Wu, Ao Zhou, Shangguang Wang:
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning. Proc. ACM Manag. Data 3(3): 209:1-209:26 (2025) - [j17]Tianhao Peng, Haitao Yuan, Yongqi Zhang, Yuchen Li, Peihong Dai, Qunbo Wang, Senzhang Wang, Wenjun Wu:
TagRec: Temporal-Aware Graph Contrastive Learning With Theoretical Augmentation for Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 37(5): 3015-3029 (2025) - [j16]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhihan Zheng, Zhifeng Bao, Ao Zhou, Jiaxin Jiang, Shangguang Wang:
S-MGHSTN: Towards An Effective Streaming Traffic Accident Risk Prediction Framework. IEEE Trans. Knowl. Data Eng. 37(7): 4285-4298 (2025) - [j15]Yanan Li, Penghong Zhao, Xiao Ma, Haitao Yuan, Zhe Fu, Mengwei Xu, Shangguang Wang:
A Collaborative Cloud-Edge Approach for Robust Edge Workload Forecasting. IEEE Trans. Mob. Comput. 24(4): 2861-2875 (2025) - [j14]Zijian Cao, Dong Zhao, Qiyue Wang, Haitao Yuan, Huadong Ma, Shui Yu:
CrossTrace: Privacy-Aware Cross-System Trajectory Recovery via Hybrid Split and Federated Learning. IEEE Trans. Mob. Comput. 24(9): 9255-9272 (2025) - [c29]Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong:
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning. AAAI 2025: 19875-19883 - [c28]Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang:
Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. ICDE 2025: 1-14 - [c27]Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li, Shangguang Wang:
Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. ICDE 2025: 474-486 - [c26]Jiaxuan Zhang, Haitao Yuan, Jianing Si, Nan Jiang, Shangguang Wang:
Think Twice Before Imputation: Optimizing Data Imputation Order for Machine Learning. ICDE 2025: 1362-1374 - [c25]Xianquan Wang, Likang Wu, Zhi Li, Haitao Yuan, Shuanghong Shen, Huibo Xu, Yu Su, Chenyi Lei:
Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. KDD (1) 2025: 1515-1526 - [c24]Yinfeng Xiang, Jiangyi Fang, Chao Li, Haitao Yuan, Yiwei Song, Jiming Chen:
Effective AOI-level Parcel Volume Prediction: When Lookahead Parcels Matter. KDD (1) 2025: 2703-2712 - [c23]Jiangneng Li, Haitao Yuan, Jie Wang, Ziting Wang, Han Mao Kiah, Gao Cong:
Demonstrating MAST: An Efficient System for Point Cloud Data Analytics. SIGMOD Conference Companion 2025: 171-174 - [i13]Zhihan Zheng, Haitao Yuan, Minxiao Chen, Shangguang Wang:
RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning. CoRR abs/2501.15493 (2025) - [i12]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhihan Zheng, Sai Wu, Ao Zhou, Shangguang Wang:
RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning. CoRR abs/2502.06825 (2025) - [i11]Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong:
SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning. CoRR abs/2503.10100 (2025) - [i10]Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang:
Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. CoRR abs/2504.10933 (2025) - 2024
- [j13]Dan Luo, Zijian Cao, Dong Zhao, Zicheng Lin, Chenxing Wang, Haitao Yuan, Liang Liu, Huadong Ma:
OD-Prophet: Toward Efficiently Predicting Individual Origin-Destination Travel Demand in Location-Based Services. IEEE Internet Things J. 11(14): 25010-25023 (2024) - [j12]Haitao Yuan, Gao Cong, Guoliang Li:
Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network. Proc. VLDB Endow. 17(7): 1605-1617 (2024) - [j11]Zhaodonghui Li, Haitao Yuan, Huiming Wang, Gao Cong, Lidong Bing:
LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency. Proc. VLDB Endow. 18(1): 53-65 (2024) - [j10]Zijian Cao, Dong Zhao, Hanxing Song, Haitao Yuan, Qiyue Wang, Huadong Ma, Jianjun Tong, Chang Tan:
F$^{3}$3VeTrac: Enabling Fine-Grained, Fully-Road-Covered, and Fully-Individual- Penetrative Vehicle Trajectory Recovery. IEEE Trans. Mob. Comput. 23(5): 4975-4991 (2024) - [j9]Yanjun Pu, Fang Liu, Rongye Shi, Haitao Yuan, Ruibo Chen, Tianhao Peng, Wenjun Wu:
ELAKT: Enhancing Locality for Attentive Knowledge Tracing. ACM Trans. Inf. Syst. 42(4): 112:1-112:27 (2024) - [c22]Ruomei Liu, Shangzhe Li, He Zhu, Yue Hou, Xingyu Peng, Haitao Yuan, Junran Wu, Ke Xu:
IPM: Information Lossless Pre-training Strategy for Molecular Property Prediction. BIBM 2024: 1021-1027 - [c21]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhifeng Bao, Shangguang Wang:
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. CIKM 2024: 281-290 - [c20]Yunsen Tang, Ning Liu, Haitao Yuan, Yonghe Yan, Lei Liu, Weixing Tan, Lizhen Cui:
LAMRec: Label-aware Multi-view Drug Recommendation. CIKM 2024: 2230-2239 - [c19]Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li:
STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. DASFAA (1) 2024: 235-245 - [c18]Tianhao Peng, Wenjun Wu, Haitao Yuan, Zhifeng Bao, Zhao Pengrui, Xin Yu, Xuetao Lin, Yu Liang, Yanjun Pu:
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy. ICDE 2024: 2489-2502 - [c17]Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang:
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. ICDE 2024: 5061-5074 - [i9]Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang:
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. CoRR abs/2404.04271 (2024) - [i8]Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li:
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting. CoRR abs/2404.05774 (2024) - [i7]Zhaodonghui Li, Haitao Yuan, Huiming Wang, Gao Cong, Lidong Bing:
LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency. CoRR abs/2404.12872 (2024) - [i6]Minxiao Chen, Haitao Yuan, Nan Jiang, Zhifeng Bao, Shangguang Wang:
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. CoRR abs/2407.19668 (2024) - [i5]Ziting Wang, Haitao Yuan, Wei Dong, Gao Cong, Feifei Li:
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation. CoRR abs/2411.00744 (2024) - 2023
- [j8]Yanan Li, Guangqing Deng, Changming Bai, Jingyu Yang, Gang Wang, Hao Zhang, Jin Bai, Haitao Yuan, Mengwei Xu, Shangguang Wang:
Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet. Proc. ACM Manag. Data 1(4): 236:1-236:29 (2023) - [j7]Haitao Yuan, Sai Wang, Zhifeng Bao, Shangguang Wang:
Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination. Proc. VLDB Endow. 16(11): 3004-3017 (2023) - [j6]Yue Han, Guoliang Li, Haitao Yuan, Ji Sun:
$\mathtt {AutoView}$: An Autonomous Materialized View Management System With Encoder-Reducer. IEEE Trans. Knowl. Data Eng. 35(6): 5626-5639 (2023) - [c16]Haitao Yuan:
An Effective Deep Learning Model for Route Travel Time Estimation on A Road Network. ACM TUR-C 2023: 125-126 - [c15]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
Towards Practical Few-shot Federated NLP. EuroMLSys@EuroSys 2023: 42-48 - [c14]Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang:
ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. WWW 2023: 3056-3066 - [i4]Tianhao Peng, Wenjun Wu, Haitao Yuan, Zhifeng Bao, Zhao Pengrui, Xin Yu, Xuetao Lin, Yu Liang, Yanjun Pu:
GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy. CoRR abs/2312.09708 (2023) - 2022
- [j5]Haitao Yuan, Guoliang Li, Zhifeng Bao:
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity. Proc. VLDB Endow. 16(3): 393-405 (2022) - [j4]Yong Wang, Guoliang Li, Kaiyu Li, Haitao Yuan:
A Deep Generative Model for Trajectory Modeling and Utilization. Proc. VLDB Endow. 16(4): 973-985 (2022) - [c13]Xiao Yang, Ning Liu, Jianbo Qiao, Haitao Yuan, Teng Ma, Yonghui Xu, Lizhen Cui:
Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction. CICAI (2) 2022: 438-449 - [c12]Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang:
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CIKM 2022: 3172-3181 - [c11]Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang:
Effective Few-Shot Named Entity Linking by Meta-Learning. ICDE 2022: 178-191 - [c10]Ran Zhang, Ning Liu, Lei Liu, Wei Zhang, Haitao Yuan, Mianxiong Dong, Lizhen Cui:
Is it fair? Resource allocation for differentiated services on demands. ICWS 2022: 355-360 - [i3]Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang:
Effective Few-Shot Named Entity Linking by Meta-Learning. CoRR abs/2207.05280 (2022) - [i2]Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang:
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CoRR abs/2208.06979 (2022) - [i1]Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu:
AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts. CoRR abs/2212.00192 (2022) - 2021
- [j3]Haitao Yuan, Guoliang Li:
A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation. Data Sci. Eng. 6(1): 63-85 (2021) - [c9]Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng:
An Effective Joint Prediction Model for Travel Demands and Traffic Flows. ICDE 2021: 348-359 - [c8]Yue Han, Guoliang Li, Haitao Yuan, Ji Sun:
An Autonomous Materialized View Management System with Deep Reinforcement Learning. ICDE 2021: 2159-2164 - 2020
- [c7]Ning Liu, Wei Zhang, Xiuxing Li, Haitao Yuan, Jianyong Wang:
Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. DASFAA (1) 2020: 369-385 - [c6]Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han:
Automatic View Generation with Deep Learning and Reinforcement Learning. ICDE 2020: 1501-1512 - [c5]Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng:
Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. SIGMOD Conference 2020: 2135-2149
2010 – 2019
- 2019
- [j2]Tianyu Zhao, Chengliang Chai, Yuyu Luo, Jianhua Feng, Yan Huang, Songfan Yang, Haitao Yuan, Haoda Li, Kaiyu Li, Fu Zhu, Kang Pan:
Towards Automatic Mathematical Exercise Solving. Data Sci. Eng. 4(3): 179-192 (2019) - [c4]Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu:
MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises. DASFAA (1) 2019: 760-776 - [c3]Haitao Yuan, Guoliang Li:
Distributed In-memory Trajectory Similarity Search and Join on Road Network. ICDE 2019: 1262-1273 - [c2]Haoda Li, Guoliang Li, Jiayang Liu, Haitao Yuan, Haiquan Wang:
Ratel: Interactive Analytics for Large Scale Trajectories. SIGMOD Conference 2019: 1949-1952 - 2018
- [j1]Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan:
CDB: A Crowd-Powered Database System. Proc. VLDB Endow. 11(12): 1926-1929 (2018) - 2017
- [c1]Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan:
CDB: Optimizing Queries with Crowd-Based Selections and Joins. SIGMOD Conference 2017: 1463-1478
Coauthor Index
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