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Huiqi Deng

1

Affiliations

Affiliations

Sun Yat-Sen University

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 6:23 AM AMS

5

papers

75

total citations

papers (5)

Defining and Quantifying the Emergence of Sparse Concepts in DNNs

Explaining Generalization Power of a DNN Using Interactive Concepts

HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning

Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing