publications

2024

1. Exploring Task-Specific Dimensions in Word Embeddings Through Automatic Rule Learning

   Liyuan Gao, Huixin Zhan, and Victor S Sheng

   In International Conference on Artificial Neural Networks, 2024
2. Whole-Genome Omics Elucidates the Role of CCM1 and Progesterone in Cerebral Cavernous Malformations within CmPn Networks

   Jacob Croft, Brian Grajeda, Liyuan Gao, Johnathan Abou-Fadel, Ahmed Badr, and 2 more authors

   Diagnostics, 2024
3. Privacy-Preserving Unsupervised Spherical Text Embeddings

   Huixin Zhan, Liyuan Gao, and Victor S Sheng

   In 2024 International Joint Conference on Neural Networks (IJCNN), 2024
4. Deep-Learning Uncovers certain CCM Isoforms as Transcription Factors

   Jacob Croft, Liyuan Gao, Victor Sheng, and Jun Zhang

   Frontiers in Bioscience-Landmark, 2024
5. Enhancing Transcription Factor Prediction Through Multi-Task Learning (student abstract)(accepted)

   Liyuan Gao, Matthew Zhang, and Victor S Sheng

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2024

2023

1. Explainable Transcription Factor Prediction with Protein Language Models (accepted)

   Liyuan Gao, Kyler Shu, Jun Zhang, and Victor.S Sheng

   In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
2. Defending the Graph Reconstruction Attacks for Simplicial Neural Networks

   Huixin Zhan, Liyuan Gao, Kun Zhang, Zhong Chen, and Victor S Sheng

   In 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), 2023
3. Mitigate gender bias using negative multi-task learning

   Liyuan Gao, Huixin Zhan, and Victor S Sheng

   Neural Processing Letters, 2023
4. Towards fair and selectively privacy-preserving models using negative multi-task learning (student abstract)

   Liyuan Gao, Huixin Zhan, Austin Chen, and Victor S Sheng

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
5. Novel hepatocellular carcinomas (HCC) Subtype-Specific Biomarkers

   Jacob Croft, Odalys Quintanar, Liyuan Gao, Victor Sheng, and Jun Zhang

   bioRxiv, 2023
6. Identification of Cholangiocarcinoma (CCA) Subtype-Specific Biomarkers

   Jacob Croft, Liyuan Gao, Odalys Quintanar, Victor Sheng, and Jun Zhang

   bioRxiv, 2023

2019

1. Wear debris classification and quantity and size calculation using convolutional neural network

   Hongbing Wang, Fei Yuan, Liyuan Gao, Rong Huang, and Weishen Wang

   In Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health: International 2019 Cyberspace Congress, CyberDI and CyberLife, Beijing, China, December 16–18, 2019, Proceedings, Part I 3, 2019

2018

1. Wear debris classification of steel production equipment using feature fusion and case-based reasoning

   Hongbing Wang, Rong Huang, Liyuan Gao, Weishen Wang, Anjun Xu, and 1 more author

   ISIJ International, 2018