Le Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Hierarchical Reinforcement Learning

Graph Representation

Autonomous Vehicle Navigation

Top Venues

Knowl. Inf. Syst.

ACM Trans. Inf. Syst.

Publications

Qian Sun, Rui Zha, Le Zhang, Jingbo Zhou, Yu Mei, Zhiling Li, Hui Xiong
CrossLight: Offline-to-Online Reinforcement Learning for Cross-City Traffic Signal Control. KDD (2024)
Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives. CoRR (2024)
Weijia Zhang, Le Zhang, Jindong Han, Hao Liu, Yanjie Fu, Jingbo Zhou, Yu Mei, Hui Xiong
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks. KDD (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Wenyuan Jiang, Wenwei Wu, Le Zhang, Zixuan Yuan, Jian Xiang, Jingbo Zhou, Hui Xiong
Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks. KDD (2024)
Rui Zha, Ying Sun, Chuan Qin, Le Zhang, Tong Xu, Hengshu Zhu, Enhong Chen
Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph. ACM Trans. Inf. Syst. 42 (4) (2024)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR (2024)
Rui Zha, Chuan Qin, Le Zhang, Dazhong Shen, Tong Xu, Hengshu Zhu, Enhong Chen
Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Qian Sun, Le Zhang, Huan Yu, Weijia Zhang, Yu Mei, Hui Xiong
Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections. KDD (2023)
Rui Zha, Ding Zhou, Le Zhang, Tong Xu
The Way to Success: A Multi-level Attentive Embedding Framework for Proposal Teamwork Analysis in Voting-Oriented System. APWeb-WAIM (1) (2023)
Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. CoRR (2023)
Siyuan Hao, Le Dai, Le Zhang, Shengming Zhang, Chao Wang, Chuan Qin, Hui Xiong
Hybrid Heterogeneous Graph Neural Networks for Fund Performance Prediction. KSEM (2) (2023)
Huijie Liu, Han Wu, Le Zhang, Runlong Yu, Ye Liu, Chunli Liu, Minglei Li, Qi Liu, Enhong Chen
A hierarchical interactive multi-channel graph neural network for technological knowledge flow forecasting. Knowl. Inf. Syst. 64 (7) (2022)
Zihao Zhou, Le Zhang, Rui Zha, Qiming Hao, Tong Xu, Di Wu, Enhong Chen
Multi-Relational Graph Convolution Network for Stock Movement Prediction. IJCNN (2022)
Zhe Zhang, Hui Xiong, Tong Xu, Chuan Qin, Le Zhang, Enhong Chen
Complex Attributed Network Embedding for medical complication prediction. Knowl. Inf. Syst. 64 (9) (2022)