Trace: A fast transformer-based general-purpose lossless compressor Y Mao, Y Cui, TW Kuo, CJ Xue Proceedings of the ACM Web Conference 2022, 1829-1838, 2022 | 28* | 2022 |
Accelerating general-purpose lossless compression via simple and scalable parameterization Y Mao, Y Cui, TW Kuo, CJ Xue Proceedings of the 30th ACM International Conference on Multimedia, 3205-3213, 2022 | 9 | 2022 |
On the compressibility of quantized large language models Y Mao, W Wang, H Du, N Guan, CJ Xue arXiv preprint arXiv:2403.01384, 2024 | 8 | 2024 |
Faster and stronger lossless compression with optimized autoregressive framework Y Mao, J Li, Y Cui, JC Xue 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 7 | 2023 |
Variational nested dropout Y Cui, Y Mao, Z Liu, Q Li, AB Chan, X Liu, TW Kuo, CJ Xue IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (8), 10519 …, 2023 | 6 | 2023 |
Moby: Empowering 2d models for efficient point cloud analytics on the edge J Li, YH Cai, L Liu, Y Mao, CJ Xue, H Xu Proceedings of the 31st ACM International Conference on Multimedia, 9012-9021, 2023 | 4 | 2023 |
IHC Matters: Incorporating IHC analysis to H&E Whole Slide Image Analysis for Improved Cancer Grading via Two-stage Multimodal Bilinear Pooling Fusion J Wang, Y Mao, Y Cui, N Guan, CJ Xue arXiv preprint arXiv:2405.08197, 2024 | 2 | 2024 |
Pre-processing matters: A segment search method for WSI classification J Wang, Y Cui, Y Mao, N Guan, CJ Xue arXiv preprint arXiv:2404.11161, 2024 | 2 | 2024 |
Stem: Streaming-based fpga acceleration for large-scale compactions in lsm kv D Tang, W Wang, Y Mao, J Yu, TW Kuo, CJ Xue 2024 IEEE 40th International Conference on Data Engineering (ICDE), 3893-3905, 2024 | 1 | 2024 |
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models W Wang, Y Mao, T Dongdong, D Hongchao, N Guan, CJ Xue Findings of the Association for Computational Linguistics: EMNLP 2024, 16973 …, 2024 | | 2024 |
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion J Wang, Y Mao, N Guan, CJ Xue arXiv preprint arXiv:2410.01408, 2024 | | 2024 |
Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions J Wang, Y Mao, N Guan, CJ Xue arXiv preprint arXiv:2408.09476, 2024 | | 2024 |
Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization Z Liu, Y Cui, J Wan, Y Mao, AB Chan arXiv preprint arXiv:2102.03497, 2021 | | 2021 |
Accelerating Point Cloud Analytics on Resource-Constrained Edge Devices J Li, YH Cai, L Liu, Y Mao, CJ Xue, H Xu Available at SSRN 4944379, 0 | | |