Lifelong Learning of Topics and Domain-Specific Word Embeddings. - Xiaorui Qin; Yuyin Lu; Yufu Chen; Yanghui Rao (ACL/IJCNLP (Findings), 2021)

Chinese Word Embedding Learning with Limited Data. - Shurui Chen; Yufu Chen; Yuyin Lu; Yanghui Rao; Haoran Xie 001; Qing Li 001 (APWeb/WAIM (1), 2021)

Graph-based Dynamic Word Embeddings. - Yuyin Lu; Xin Cheng; Ziran Liang; Yanghui Rao (IJCAI, 2022)

Learning Chinese word embeddings from semantic and phonetic components. - Fu Lee Wang; Yuyin Lu; Gary Cheng 001; Haoran Xie 001; Yanghui Rao (Multim. Tools Appl., 2022)

Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling. - Hegang Chen; Pengbo Mao; Yuyin Lu; Yanghui Rao (ACL (1), 2023)

Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. - Ziran Liang; Yuyin Lu; Hegang Chen; Yanghui Rao (ACL (1), 2023)

A Drug Combination Prediction Framework Based on Graph Convolutional Network and Heterogeneous Information. - Hegang Chen; Yuyin Lu; Yuedong Yang; Yanghui Rao (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding. - Zhicheng Lin; Hegang Chen; Yuyin Lu; Yanghui Rao; Hao Xu; Hanjiang Lai (LREC/COLING, 2024)

Lifelong Hierarchical Topic Modeling via Nonparametric Word Embedding Clustering. - Jiaxing Yan; Yuyin Lu; Hegang Chen; Jianxing Yu; Yanghui Rao (ECML/PKDD (8), 2024)

Comprehensive single-cell RNA-seq analysis using deep interpretable generative modeling guided by biological hierarchy knowledge. - Hegang Chen; Yuyin Lu; Zhiming Dai; Yuedong Yang; Qing Li 001; Yanghui Rao (Briefings Bioinform., 2024)

Self-supervised Topic Taxonomy Discovery in the Box Embedding Space. - Yuyin Lu; Hegang Chen; Pengbo Mao; Yanghui Rao; Haoran Xie 001; Fu Lee Wang; Qing Li 001 (Trans. Assoc. Comput. Linguistics, 2024)

Supervised Neural Topic Modeling with Label Alignment. - Ruihao Chen; Hegang Chen; Yuyin Lu; Yanghui Rao; Chunjiang Zhu (Trans. Assoc. Comput. Linguistics, 2025)

scE2TM: Toward Interpretable Single-Cell Embedding via Topic Modeling. - Hegang Chen; Yuyin Lu; Zhiming Dai; Fu Lee Wang; Qing Li 001; Yanghui Rao (CoRR, 2025)

An Efficient Fuzzy System for Complex Query Answering on Knowledge Graphs. - Yuyin Lu; Hegang Chen; Yanghui Rao; Jianxing Yu; Wen Hua; Qing Li 001 (IEEE Trans. Knowl. Data Eng., 2025)