2025
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset
[PDF]
Qi Hao, Runchang Liang, Yue Gao, Hao Dong, Wei Fan, Lu Jiang, Pengyang Wang
TKDE 2025
EnTAIL: Evolutional Temporal-Aware Interaction Learning for Motion Forecasting
[PDF]
Chunyu Liu*, Hao Dong*, Pengyang Wang, Jianjun Yu
EAAI 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
[PDF]
[CODE]
Hao Dong, Ziyue Qiao, Zhiyuan Ning, Qi Hao, Yi Du, Pengyang Wang, Yuanchun Zhou
ACL 2025
GCAL: Adapting Graph Models to Evolving Domain Shifts
[PDF]
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
ICML 2025
2024
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
[PDF]
Yicheng Zhou†, Pengfei Wang, Hao Dong, Denghui Zhang, Dingqi Yang, Yanjie Fu, Pengyang Wang
IJCAI 2024
基于语义相似关系的学科交叉主题识别方法
[PDF]
王卫军，宁致远，董昊，乔子越，杜一， 周园春
情报学报 2024
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning
[PDF]
[CODE]
Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
Artificial Intelligence (AIJ) 2024
2023
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning
[PDF]
[CODE]
Hao Dong*, Zhiyuan Ning*, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
IJCAI 2023
Semi-supervised Domain Adaptation in Graph Transfer Learning
[PDF]
Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
IJCAI 2023
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification
[PDF]
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou
TKDE 2023
2021
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding
[PDF]
Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou
PAKDD 2021
Patent
一种基于时序路径自动维护的时序知识图谱推理方法和系统
董昊，宁致远，周园春，王鹏飞
CN202310328740.7 (Granted)
一种基于LightGBM分类与表示学习的姓名消歧方法和系统
董昊，宁致远，杜一，周园春
CN202111153524.0 (Granted)
无监督的基于表示学习的同名作者消歧方法及装置
杜一，董昊，宁致远，乔子越，周园春
CN202110240824.6 (Granted)