Fast Gradient Computation for RoPE Attention in Almost Linear Time. - Yifang Chen 003; Jiayan Huo; Xiaoyu Li 001; Yingyu Liang; Zhenmei Shi; Zhao Song 002 (CoRR, 2024)

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity. - Yifang Chen 003; Xiaoyu Li 001; Yingyu Liang; Zhenmei Shi; Zhao Song 002 (CPAL, 2025)

Universal Approximation of Visual Autoregressive Transformers. - Yifang Chen 003; Xiaoyu Li 001; Yingyu Liang; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches. - Yifang Chen 003; Xuyang Guo; Xiaoyu Li 001; Yingyu Liang; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer Decoding. - Yifang Chen 003; Xiaoyu Li 001; Yingyu Liang; Zhenmei Shi; Zhao Song 002; Yu Tian (CoRR, 2025)