| 2025 | AAAI | Gradient Weight-normalized Low-rank Projection for Efficient LLM Training. | Jia-Hong Huang, Yixian Shen, Hongyi Zhu, Stevan Rudinac, Evangelos Kanoulas |
| 2025 | ACL | MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection. | Yixian Shen, Qi Bi, Jia-Hong Huang, Hongyi Zhu, Andy D. Pimentel, Anuj Pathania |
| 2025 | MMM | Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models. | Jia-Hong Huang, Hongyi Zhu, Yixian Shen, Stevan Rudinac, Evangelos Kanoulas |
| 2025 | NAACL | SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation. | Yixian Shen, Qi Bi, Jia-Hong Huang, Hongyi Zhu, Andy D. Pimentel, Anuj Pathania |
| 2024 | MMM | Exquisitor at the Video Browser Showdown 2024: Relevance Feedback Meets Conversational Search. | Omar Shahbaz Khan, Hongyi Zhu, Ujjwal Sharma, Evangelos Kanoulas, Stevan Rudinac, Bjrn r Jnsson |
| 2023 | ACII | Video-based estimation of pain indicators in dogs. | Hongyi Zhu, Yasemin Salgirli, Pinar Can, Durmus Atilgan, Albert Ali Salah |
| 2023 | ISVC | Visualizing Multimodal Time Series at Scale. | Jiahang Huang, Andrew Ni, Jasmine Zhang, Hongyi Zhu, Hui Zhang |
| 2022 | ICDM | Identifying Patterns of Vulnerability Incidence in Foundational Machine Learning Repositories on GitHub: An Unsupervised Graph Embedding Approach. | Agrim Sachdeva, Ben Lazarine, Ruchik Dama, Sagar Samtani, Hongyi Zhu |
| 2021 | ISI | Exploring the Evolution of Exploit-Sharing Hackers: An Unsupervised Graph Embedding Approach. | Kaeli Otto, Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Hsinchun Chen |
| 2020 | ICIS | Will Cooperation Help Content Creators Grow? Empirical Evidence from Twitch.tv. | Bingyi Wu, Charles Zhechao Liu, Hongyi Zhu |
| 2020 | ISI | Labeling Hacker Exploits for Proactive Cyber Threat Intelligence: A Deep Transfer Learning Approach. | Benjamin Ampel, Sagar Samtani, Hongyi Zhu, Steven Ullman, Hsinchun Chen |
| 2020 | ISI | Identifying Vulnerable GitHub Repositories and Users in Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. | Ben Lazarine, Sagar Samtani, Mark W. Patton, Hongyi Zhu, Steven Ullman, Benjamin Ampel, Hsinchun Chen |
| 2020 | ISI | Smart Vulnerability Assessment for Scientific Cyberinfrastructure: An Unsupervised Graph Embedding Approach. | Steven Ullman, Sagar Samtani, Ben Lazarine, Hongyi Zhu, Benjamin Ampel, Mark W. Patton, Hsinchun Chen |
| 2016 | ISI | Identifying SCADA vulnerabilities using passive and active vulnerability assessment techniques. | Sagar Samtani, Shuo Yu, Hongyi Zhu, Mark W. Patton, Hsinchun Chen |