16 results on '"Binhang Yuan"'
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2. HexGen: Generative Inference of Large Language Model over Heterogeneous Environment.
3. Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training.
4. CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks.
5. Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time.
6. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU.
7. Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning.
8. Efficient flow scheduling in distributed deep learning training with echelon formation.
9. Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters.
10. In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
11. Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra.
12. Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees.
13. Decentralized Training of Foundation Models in Heterogeneous Environments.
14. Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional Neural Networks.
15. PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development.
16. Generating a 3D Normative Infant Cranial Model.
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