Qincheng Lu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Symbolic Representation

Sparsity Inducing

Top Venues

COMPLEX NETWORKS (1)

Publications

Qincheng Lu, Jiaqi Zhu, Sitao Luan, Xiao-Wen Chang
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention. CoRR (2024)
Ziyang Song, Qincheng Lu, He Zhu, Yue Li
Bidirectional Generative Pre-training for Improving Time Series Representation Learning. CoRR (2024)
Sitao Luan, Chenqing Hua, Qincheng Lu, Liheng Ma, Lirong Wu, Xinyu Wang, Minkai Xu, Xiao-Wen Chang, Doina Precup, Rex Ying, Stan Z. Li, Jian Tang, Guy Wolf, Stefanie Jegelka
The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges. CoRR (2024)
Qincheng Lu, Sitao Luan, Xiao-Wen Chang
GCEPNet: Graph Convolution-Enhanced Expectation Propagation for Massive MIMO Detection. CoRR (2024)
Sitao Luan, Chenqing Hua, Minkai Xu, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Jie Fu, Jure Leskovec, Doina Precup
When Do Graph Neural Networks Help with Node Classification: Investigating the Homophily Principle on Node Distinguishability. CoRR (2023)
Ziyang Song, Qincheng Lu, Hao Xu, Yue Li
TimelyGPT: Recurrent Convolutional Transformer for Long Time-series Representation. CoRR (2023)
Sitao Luan, Chenqing Hua, Minkai Xu, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Jie Fu, Jure Leskovec, Doina Precup
When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability. NeurIPS (2023)
Xiao-Wen Chang, Qincheng Lu, Yingzi Xu
Success Probabilities of L2-norm Regularized Babai Detectors and Maximization. ISIT (2023)
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Doina Precup
When Do We Need Graph Neural Networks for Node Classification? COMPLEX NETWORKS (1) (2023)
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Mingde Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
Revisiting Heterophily For Graph Neural Networks. CoRR (2022)
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Mingde Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
Revisiting Heterophily For Graph Neural Networks. NeurIPS (2022)
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Xiao-Wen Chang, Doina Precup
When Do We Need GNN for Node Classification? CoRR (2022)
Sitao Luan, Chenqing Hua, Qincheng Lu, Jiaqi Zhu, Mingde Zhao, Shuyuan Zhang, Xiao-Wen Chang, Doina Precup
Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification? CoRR (2021)