no code implementations • 13 Feb 2024 • Xiaohe Li, Feilong Huang, Zide Fan, Fangli Mou, Yingyan Hou, Chen Qian, Lijie Wen
Trajectory prediction has garnered widespread attention in different fields, such as autonomous driving and robotic navigation.
no code implementations • 5 Feb 2022 • Xiaohe Li, Lijie Wen, Yawen Deng, Fuli Feng, Xuming Hu, Lei Wang, Zide Fan
Graph Neural Network (GNN) is an emerging technique for graph-based learning tasks such as node classification.
1 code implementation • EMNLP 2021 • Xuming Hu, Chenwei Zhang, Yawen Yang, Xiaohe Li, Li Lin, Lijie Wen, Philip S. Yu
Low-resource Relation Extraction (LRE) aims to extract relation facts from limited labeled corpora when human annotation is scarce.
no code implementations • 23 Dec 2020 • Xiaohe Li, Lijie Wen, Chen Qian, Jianmin Wang
Heterogeneous network embedding aims to embed nodes into low-dimensional vectors which capture rich intrinsic information of heterogeneous networks.
2 code implementations • 28 Sep 2020 • Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
This enables the development of personalized dialogue models that directly learn implicit user personality from the user's dialogue history.