| 2026 | CCGRID | EmbdC: Error-Bounded Lossy Video Embedding Compression for On-Device LLM Inference. | Bo Jiang, Taolue Yang, Youyuan Liu, Xubin He, Sheng Di, Sian Jin |
| 2026 | DCC | EmbdC: Error-Bounded Lossy Video Embedding Compression for On-Device LLM Inference. | Bo Jiang, Taolue Yang, Youyuan Liu, Sheng Di, Sian Jin |
| 2026 | DCC | GPUFast-$Q$: Novel High-Throughput Sequence Data Compression on GPUs Using Fine-Grained Parallelism. | Taolue Yang, Youyuan Liu, Bo Jiang, Chong Li, Xinghua Shi, Sian Jin |
| 2026 | ICS | GFAz: State-of-the-Art Graphical Fragment Assembly Compression. | Taolue Yang, Youyuan Liu, Bo Jiang, Xinghua Shi, Sian Jin |
| 2025 | DCC | Accurate Performance Modeling and Uncertainty Analysis of Lossy Compression in Scientific Applications. | Youyuan Liu, Taolue Yang, Sian Jin |
| 2025 | HPDC | Advancing Scientific Data Compression via Cross-Field Prediction. | Youyuan Liu, Wenqi Jia, Taolue Yang, Bo Jiang, Miao Yin, Sian Jin |
| 2025 | ICS | NeurLZ: An Online Neural Learning-based Method to Enhance Scientific Lossy Compression. | Wenqi Jia, Zhewen Hu, Youyuan Liu, Boyuan Zhang, Jinzhen Wang, Jinyang Liu, Wei Niu, Stavros Kalafatis, Junzhou Huang, Sian Jin, Daoce Wang, Jiannan Tian, Miao Yin |
| 2025 | SC | Beyond End-to-End: Understanding the Limits of LLMs in Scientific Problem Solving. | Youyuan Liu, Sheng Di, Neil Getty, Tanwi Mallick, Robert Underwood, Sian Jin |
| 2024 | SC | Enhancing Lossy Compression Through Cross-Field Information for Scientific Applications. | Youyuan Liu, Wenqi Jia, Taolue Yang, Miao Yin, Sian Jin |
| 2024 | SC | GPUFASTQLZ: An Ultra Fast Compression Methodology for Fastq Sequence Data on GPUs. | Taolue Yang, Youyuan Liu, Bo Jiang, Sian Jin |