Hong Cheng

Chinese University of Hong Kong — Hong Kong

Computer Science · Physical Sciences

48h-index10.2kcitations229works5.42yr avg
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Research Topics

Advanced Graph Neural Networks(47), Data Mining Algorithms and Applications(45), Complex Network Analysis Techniques(40), Data Management and Algorithms(38), Graph Theory and Algorithms(32)

Publications229 total

ParaFormer: A Generalized PageRank Graph Transformer for Graph Representation Learning
2026Open Access
ParaFormer: A Generalized PageRank Graph Transformer for Graph Representation Learning
arXiv (Cornell University)·2025Open Access
Can Large Language Models Be Query Optimizer for Relational Databases?
Proceedings of the ACM on Management of Data·2025· 1 cited
EnchTable: Unified Safety Alignment Transfer in Fine-tuned Large Language Models
arXiv (Cornell University)·2025Open Access
Next location prediction based on user preference and spatial-temporal features
2025
MedAlign: Enhancing Combinatorial Medication Recommendation with Multi-modality Alignment
2025
Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation
2025Open Access
Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags
2025
[Multi-system involvement characteristics and influencing factors of disease progression in Kennedy's disease].
PubMed·2025
Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal Forecasting
2025Open Access
FSGP: Fourier Series based Gait Primitives for Individualized Gait Prediction with Varying Walking Speeds
2025
Adaptive Graph Integration for Cross-Domain Recommendation via Heterogeneous Graph Coordinators
2025· 2 citedOpen Access
Prediction of lung adenocarcinoma prognosis and clinical treatment efficacy by telomere-associated gene risk model
Discover Oncology·2025Open Access
From honeybee to helicopter: A low-cost dual bionic model for flight control under hazardous situations
Neurocomputing·2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
2025
Bioactive Components and Color Variation Mechanism Among Three Differently Colored Peppers Based on Transcriptomics and Non-Targeted Metabolomics
Horticulturae·2025· 1 citedOpen Access
[Progression patterns of lower motor neuron involvement in the lower medulla oblongata and cervical spinal cord of amyotrophic lateral sclerosis patients].
PubMed·2025
Research on Artifact Removal in Brain-Computer Interfaces Based on Deep Learning Fusion Algorithm
2025
A Survey of Graph Transformers: Architectures, Theories and Applications
arXiv (Cornell University)·2025Open Access
On Graph Representation for Attributed Hypergraph Clustering
Proceedings of the ACM on Management of Data·2025· 4 citedOpen Access
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Frequent Co-authors

Jeffrey Xu Yu(15), Jiawei Han(13), Xifeng Yan(12), Dong Xin(6), Lu Qin(6), Philip S. Yu(6), Xin Huang(5), James Cheng(4), Yang Zhou(3), Wentao Tian(3), Jiawei Han(3), David Lo(3), Weiguo Zheng(3), Lei Zou(3), Miao Qiao(3), Kangfei Zhao(3), Yiping Ke(2), Yi Wang(2), Yu Rong(2), Junzhou Huang(2)