Hegang Chen

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Latent Dirichlet Allocation

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Nat. Lang. Process. J.

Publications

Zhicheng Lin, Hegang Chen, Yuyin Lu, Yanghui Rao, Hao Xu, Hanjiang Lai
Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding. LREC/COLING (2024)
Hegang Chen, Yuyin Lu, Zhiming Dai, Yuedong Yang, Qing Li, Yanghui Rao
Comprehensive single-cell RNA-seq analysis using deep interpretable generative modeling guided by biological hierarchy knowledge. Briefings Bioinform. 25 (4) (2024)
Pengbo Mao, Hegang Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang
Contrastive learning for hierarchical topic modeling. Nat. Lang. Process. J. 6 (2024)
Ziran Liang, Yuyin Lu, Hegang Chen, Yanghui Rao
Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. ACL (1) (2023)
Hegang Chen, Yuyin Lu, Yuedong Yang, Yanghui Rao
A Drug Combination Prediction Framework Based on Graph Convolutional Network and Heterogeneous Information. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Hegang Chen, Pengbo Mao, Yuyin Lu, Yanghui Rao
Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling. ACL (1) (2023)
Maureen L. Stone, Jonghye Woo, Jiachen Zhuo, Hegang Chen, Jerry L. Prince
Patterns of variance in /s/ during normal and glossectomy speech. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2 (4) (2014)
Hegang Chen
The Maximum Number of Lines Contained in Subsets of PG(k, 2). Ars Comb. 57 (2000)
Hegang Chen, Ching-Shui Cheng
Uniqueness of Some Resolution IV Two-Level Regular Fractional Factorial Designs. SIAM J. Discret. Math. 13 (4) (2000)