Lita Yang

Joined

July 2024

Names

Lita Yang (Preferred)

Emails

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Reality Labs, Facebook (meta.com)

2021 – 2024

Researcher

Azure Hardware , Microsoft (microsoft.com)

2019 – 2021

PhD student

Electrical Engineering, Stanford University (stanford.edu)

2012 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Boris Murmann

2012 – 2018

Expertise

AI Hardware

Present

Publications

Enabling On-Device Large Language Models with 3D-Stacked Memory
Lita Yang, Kavya Sreedhar, Huichu Liu, Edith Beigne
- MLNCP Poster
- Readers: Everyone
11.2 A 3D integrated Prototype System-on-Chip for Augmented Reality Applications Using Face-to-Face Wafer Bonded 7nm Logic at <2μm Pitch with up to 40% Energy Reduction at Iso-Area Footprint
Tony F. Wu, Huichu Liu, Huseyin Ekin Sumbul, Lita Yang, Dipti Baheti, Jeremy Coriell, William Koven, Anu Krishnan, Mohit Mittal, Matheus Trevisan Moreira, Max Waugaman, Laurent Ye, Edith Beigné
- ISSCC 2024
- Readers: Everyone
Three-Dimensional Stacked Neural Network Accelerator Architectures for AR/VR Applications
Lita Yang, Robert M. Radway, Yu-Hsin Chen, Tony F. Wu, Huichu Liu, Elnaz Ansari, Vikas Chandra, Subhasish Mitra, Edith Beigné
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Micro 2022
- Readers: Everyone
Pushing the Limits of Narrow Precision Inferencing at Cloud Scale with Microsoft Floating Point
Bita Darvish Rouhani, Daniel Lo, Ritchie Zhao, Ming Liu, Jeremy Fowers, Kalin Ovtcharov, Anna Vinogradsky, Sarah Massengill, Lita Yang, Ray Bittner, Alessandro Forin, Haishan Zhu, Taesik Na, Prerak Patel, Shuai Che, Lok Chand Koppaka, Xia Song, Subhojit Som, Kaustav Das, Saurabh T. et al. (4 additional authors not shown)
- 2020 (modified: 17 Apr 2023)
- NeurIPS 2020
- Readers: Everyone
An Always-On 3.8 $\mu$ J/86% CIFAR-10 Mixed-Signal Binary CNN Processor With All Memory on Chip in 28-nm CMOS
Daniel Bankman, Lita Yang, Bert Moons, Marian Verhelst, Boris Murmann
- 2019 (modified: 08 Nov 2022)
- IEEE J. Solid State Circuits 2019
- Readers: Everyone
TRIG: hardware accelerator for inference-based applications and experimental demonstration using carbon nanotube FETs
Gage Hills, Daniel Bankman, Bert Moons, Lita Yang, Jake Hillard, Alex Kahng, Rebecca Park, Marian Verhelst, Boris Murmann, Max M. Shulaker, H.-S. Philip Wong, Subhasish Mitra
- 2018 (modified: 08 Nov 2022)
- DAC 2018
- Readers: Everyone
An always-on 3.8μJ/86% CIFAR-10 mixed-signal binary CNN processor with all memory on chip in 28nm CMOS
Daniel Bankman, Lita Yang, Bert Moons, Marian Verhelst, Boris Murmann
- 2018 (modified: 08 Nov 2022)
- ISSCC 2018
- Readers: Everyone
Bit Error Tolerance of a CIFAR-10 Binarized Convolutional Neural Network Processor
Lita Yang, Daniel Bankman, Bert Moons, Marian Verhelst, Boris Murmann
- 2018 (modified: 08 Nov 2022)
- ISCAS 2018
- Readers: Everyone
BinarEye: An always-on energy-accuracy-scalable binary CNN processor with all memory on chip in 28nm CMOS
Bert Moons, Daniel Bankman, Lita Yang, Boris Murmann, Marian Verhelst
- 2018 (modified: 08 Nov 2022)
- CICC 2018
- Readers: Everyone
BinarEye: An Always-On Energy-Accuracy-Scalable Binary CNN Processor With All Memory On Chip in 28nm CMOS
Bert Moons, Daniel Bankman, Lita Yang, Boris Murmann, Marian Verhelst
- 2018 (modified: 08 Nov 2022)
- CoRR 2018
- Readers: Everyone

View all 13 publications

Co-Authors

View all 54 co-authors