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Journal Articles
- 2024
[j6]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)- [j5]Pengbo Mao, Hegang Chen, Yanghui Rao, Haoran Xie, Fu Lee Wang:
Contrastive learning for hierarchical topic modeling. Nat. Lang. Process. J. 6: 100058 (2024) - 2023
- [j4]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): 1917-1925 (2023) - 2014
- [j3]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): 197-207 (2014) - 2000
- [j2]Hegang Chen:
The Maximum Number of Lines Contained in Subsets of PG(k, 2). Ars Comb. 57 (2000) - [j1]Hegang Chen, Ching-Shui Cheng:
Uniqueness of Some Resolution IV Two-Level Regular Fractional Factorial Designs. SIAM J. Discret. Math. 13(4): 571-575 (2000)
Conference and Workshop Papers
- 2024
- [c5]Zhicheng Lin, Hegang Chen, Yuyin Lu, Yanghui Rao, Hao Xu, Hanjiang Lai:
Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding. LREC/COLING 2024: 8133-8143 - [c4]Jiyuan Liu, Hegang Chen, Chunjiang Zhu, Yanghui Rao:
Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance. EMNLP (Findings) 2024: 7505-7517 - [c3]Jiaxing Yan, Yuyin Lu, Hegang Chen, Jianxing Yu, Yanghui Rao:
Lifelong Hierarchical Topic Modeling via Nonparametric Word Embedding Clustering. ECML/PKDD (8) 2024: 270-287 - 2023
- [c2]Hegang Chen, Pengbo Mao, Yuyin Lu, Yanghui Rao:
Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling. ACL (1) 2023: 10377-10390 - [c1]Ziran Liang, Yuyin Lu, Hegang Chen, Yanghui Rao:
Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. ACL (1) 2023: 14133-14149
Informal and Other Publications
- 2024
- [i1]Yuyin Lu, Hegang Chen, Pengbo Mao, Yanghui Rao, Haoran Xie, Fu Lee Wang, Qing Li:
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space. CoRR abs/2408.15050 (2024)
Coauthor Index
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