| 2026 | ACL | Efficient Learned Data Compression via Dual-Stream Feature Decoupling. | Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu, Gang Wang, Wentong Cai |
| 2026 | ACL | AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent. | Hui Sun, Yanfeng Ding, Huidong Ma, Chang Xu, Keyan Jin, Lizheng Zu, Cheng Zhong, Xiaoguang Liu, Gang Wang, Wentong Cai |
| 2025 | AAAI | Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks. | Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu |
| 2025 | ICASSP | Multi-source Data Lossless Compression via Parallel Expansion Mapping and xLSTM. | Huidong Ma, Hui Sun, Liping Yi, Xiaoguang Liu, Gang Wang |
| 2025 | ICASSP | Adaptive Lossless Compression for Genomics Data by Multiple (s, k)-mer Encoding and XLSTM. | Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Haonan Xie, Gang Wang, Xiaoguang Liu |
| 2025 | KDD | PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database. | Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Gang Wang, Xiaoguang Liu, Cheng Zhong, Wentong Cai |
| 2025 | WWW | MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction. | Huidong Ma, Hui Sun, Liping Yi, Yanfeng Ding, Xiaoguang Liu, Gang Wang |
| 2024 | DCC | LRCB: A Comprehensive Benchmark Evaluation of Reference-free Lossless Compression Tools for Genomics Sequencing Long Reads Data. | Hui Sun, Huidong Ma, Yingfeng Zheng, Haonan Xie, Meng Yan, Cheng Zhong, Xiaoguang Liu, Gang Wang |
| 2023 | ICPADS | SR2C: A Structurally Redundant Short Reads Collapser for Optimizing DNA Data Compression. | Hui Sun, Huidong Ma, Yingfeng Zheng, Haonan Xie, Xiaofei Wang, Xiaoguang Liu, Gang Wang |
| 2007 | CIS | The Representation of Chinese Semantic Knowledge and its Application in the Document Copy Detection. | Xu Li, Guo-Hua Liu, Huidong Ma, Lei Wang |
| 2007 | CIS | Extracting Digital Fingerprints from Chinese Documents. | Guo-Hua Liu, Huidong Ma, Xu Li, Peng Liang |