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Liangyu Wang's picture
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Liangyu Wang

ly4096
HaoLiu-97's profile picture
·
https://liangyuwang.github.io/
  • liangyuwang10
  • liangyuwang
  • liangyu-wang-in

AI & ML interests

Efficient reinforcement learning (RL) for LLMs reasoning Distributed training and inference of LLMs Efficient algorithm and infrastructure design for LLMs

Organizations

KAUST Center of Excellence in Generative AI's profile picture

authored a paper about 2 months ago

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Paper • 2602.06079 • Published Feb 4 • 18
submitted a paper to Daily Papers 2 months ago

Canzona: A Unified, Asynchronous, and Load-Balanced Framework for Distributed Matrix-based Optimizers

Paper • 2602.06079 • Published Feb 4 • 18
authored 3 papers 6 months ago

Infinite Sampling: Efficient and Stable Grouped RL Training for Large Language Models

Paper • 2506.22950 • Published Jun 28, 2025 • 1

FlashDP: Private Training Large Language Models with Efficient DP-SGD

Paper • 2507.01154 • Published Jul 1, 2025 • 1

DistZO2: High-Throughput and Memory-Efficient Zeroth-Order Fine-tuning LLMs with Distributed Parallel Computing

Paper • 2507.03211 • Published Jul 3, 2025
authored a paper about 1 year ago

ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory

Paper • 2503.12668 • Published Mar 16, 2025 • 1
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