AI SoC Design Challenges in the Foundation Model Era. - Zhengyu Chen 002; Dawei Huang; Mingran Wang; Bowen Yang; Jinuk Luke Shin; Changran Hu; Bo Li 005; Raghu Prabhakar; Gao Deng; Yongning Sheng; Sihua Fu; Lu Yuan; et al. (CICC, 2023)

Exploring the Use of Dataflow Architectures for Graph Neural Network Workloads. - Ryien Hosseini; Filippo Simini; Venkatram Vishwanath; Ramakrishnan Sivakumar; Sanjif Shanmugavelu; Zhengyu Chen; Lev Zlotnik; Mingran Wang; Philip Colangelo; Andrew Deng; Philip Lassen; Shukur Pathan (ISC Workshops, 2023)

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. - Raghu Prabhakar; Ram Sivaramakrishnan; Darshan Gandhi; Yun Du; Mingran Wang; Xiangyu Song; Kejie Zhang; Tianren Gao; Angela Wang; Xiaoyan Li; Yongning Sheng; Joshua Brot; et al. (MICRO, 2024)

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts. - Raghu Prabhakar; Ram Sivaramakrishnan; Darshan Gandhi; Yun Du; Mingran Wang; Xiangyu Song; Kejie Zhang; Tianren Gao; Angela Wang; Karen Li; Yongning Sheng; Joshua Brot; et al. (CoRR, 2024)

Kernel Looping: Eliminating Synchronization Boundaries for Peak Inference Performance. - David Koeplinger; Darshan Gandhi; Pushkar Nandkar; Nathan Sheeley; Matheen Musaddiq; Leon Zhang; Reid Goodbar; Matthew Shaffer; Han Wang; Angela Wang; Mingran Wang; Raghu Prabhakar (CoRR, 2024)

Composition of Experts on the SN40L Reconfigurable Dataflow Unit. - Raghu Prabhakar; Ram Sivaramakrishnan; Darshan Gandhi; Yun Du; Mingran Wang; Xiangyu Song; Kejie Zhang; Tianren Gao; Angela Wang; Xiaoyan Li; Joshua Brot; Calvin Leung; et al. (IEEE Micro, 2024)

Dynamic step opposition-based learning sparrow search algorithm for UAV path planning. - Yong He; Mingran Wang (Clust. Comput., 2025)