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USPTO Patent Rankings Data through Dec 31, 2025
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Khaled Refaat — 8 Patents in 2025

Google: 8 patents #49 of 4,233Top 2%
Mountain View, CA: #68 of 2,056 inventorsTop 4%
California: #1,783 of 55,090 inventorsTop 4%
Overall (2025): #11,269 of 469,880Top 3%
8 Patents 2025

Issued Patents 2025

Showing 1–8 of 8 patents

Patent #TitleCo-InventorsDate
12497079 Trajectory prediction using efficient attention neural networks Rami Al-Rfou, Nigamaa Nayakanti, Kratarth Goel, Aurick Qikun Zhou, Benjamin Sapp 2025-12-16
12497081 Pedestrian behavior prediction with 3D human keypoints Xinwei Shi, Tian Lan, Jonathan Chandler Stroud, Zhaoliang ZHANG, Junting Mao +2 more 2025-12-16
12461532 Robust behavior prediction neural networks through non-causal agent based augmentation Benjamin James Caine, Benjamin Sapp, Scott Ettinger, Wei Chai, Rebecca Dawn Roelofs +1 more 2025-11-04
12450469 Anomaly estimation neural networks for behavior prediction 2025-10-21
12420846 Agent trajectory prediction using context-sensitive fusion Balakrishnan Varadarajan, Ahmed Said Mohammed Hefny, Benjamin Sapp, Dragomir Anguelov 2025-09-23
12344273 Pedestrian crossing intent yielding Xinwei Shi, Junhua Mao, Tian Lan, Jeonhyung Kang, Zhishuai Zhang +1 more 2025-07-01
12275412 Slice-based dynamic neural networks Stephane Ross 2025-04-15
12204333 Verifying predicted trajectories using a grid-based approach Kai Ding 2025-01-21