3 papers
cs.CV2026
Competition Domains Matter: Selective Head Globalization for Training-Free Sparse Attention in Video Diffusion Transformers
Tiantian Liu, Meng Wan, Zhiqiang Liang +3
Training-free sparse attention is a practical route to efficient video diffusion transformer inference, yet existing methods typically fix the competition domain at each query row…
cs.LG2025
Lossless Compression: A New Benchmark for Time Series Model Evaluation
Meng Wan, Benxi Tian, Jue Wang +7
The evaluation of time series models has traditionally focused on four canonical tasks: forecasting, imputation, anomaly detection, and classification. While these tasks have drive…
cs.DC2025
Neutron particle transport 3D method of characteristic Multi GPU platform Parallel Computing
Faguo Zhou, Shunde Li, Rong Xue +9
Three-dimensional neutron transport calculations using the Method of Characteristics (MOC) are highly regarded for their exceptional computational efficiency, precision, and stabil…