Xinyu Mao
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1Complexity×1
Frequent co-authors
Research Timeline
2026
Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete
The paper demonstrates that positional encodings are not necessary for transformers to achieve universal computation, showing that the inherent mechanism of sliding context windows already provides sufficient positional information.
Highlighted terms show continued research focus across papers