[SC'26] Youyuan Liu, Bo Jiang, Taolue Yang, Sheng Di, Robert Underwood, Sian Jin. "TOPIQ: Statistical Error Propagation for Quantity-of-Interest Prediction under Lossy Compression." SC, 2026.
[SC'26] Bo Jiang, Youyuan Liu, Taolue Yang, Sheng Di, Sian Jin. "3D Gaussian Splatting for Scientific Particle Data Compression and Rendering." SC, 2026.
[VLDB'26] Youyuan Liu, Longtao Zhang, Ruoyu Li, Bo Jiang, Taolue Yang, Kai Zhao, Sheng Di, Eduard Dragut, Sian Jin. "Error-bounded Point Cloud Compression Using Truncated Octahedron Quantization." VLDB, 2026.
[ICS'26] Taolue Yang, Youyuan Liu, Bo Jiang, Xinghua Shi, Sian Jin. "GFAz: State-of-the-Art Graphical Fragment Assembly Compression." ICS, 2026.
[BCB'26] Taolue Yang, Youyuan Liu, Bo Jiang, Chong Li, Xinghua Shi, Sian Jin. "CuVert-Q: Resolving the Throughput-Ratio Tradeoff in Genomic Sequence Data Compression via GPU Acceleration." ACM BCB, 2026. SIGBio Best Paper Award.
[IPDPS'26] Bo Jiang, Taolue Yang, Youyuan Liu, Xubin He, Sheng Di, Sian Jin. "PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression." IPDPS, 2026.
[HPDC'25] Youyuan Liu, Wenqi Jia, Taolue Yang, Bo Jiang, Miao Yin, Sian Jin. "Advancing Scientific Data Compression via Cross-Field Prediction." The 34th ACM International Symposium on High-Performance Parallel and Distributed Computing, Notre Dame, IN, USA. Jul. 20-23, 2025.
[ICS'25] Wenqi Jia, Zhewen Hu, Youyuan Liu, et al. "NeurLZ: An Online Neural Learning-based Method to Enhance Scientific Lossy Compression." ICS, 2025.
[DCC'25 (poster)] Youyuan Liu, Taolue Yang, Sian Jin. "Accurate Performance Modeling And Uncertainty Analysis of Lossy Compression in Scientific Applications." Data Compression Conference, Snowbird, UT, USA, March 18-21, 2025.
[DRBSD-10@SC'24] Youyuan Liu, Wenqi Jia, Taolue Yang, Miao Yin, Sian Jin. "Enhancing Lossy Compression Through Cross-Field Information for Scientific Applications." The 10th International Workshop on Data Analysis and Reduction for Big Scientific Data, Atlanta, GA, USA, Nov. 18, 2024.
[BCB'24] Taolue Yang, Youyuan Liu, Chong Li, Xinhua Mindy Shi, Sian Jin. "SeqBench: A Benchmark Suite for Lossless and Lossy Compression of Sequence Data." ACM BCB, 2024.