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Heyang Qin
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 10
Top Topics
Reinforcement Learning
Coarse Grained
Data Lineage
Similarity Measurement
Top Venues
CoRR
IEEE Internet Things J.
Remote. Sens.
SC
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Publications
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Connor Holmes
,
Masahiro Tanaka
,
Michael Wyatt
,
Ammar Ahmad Awan
,
Jeff Rasley
,
Samyam Rajbhandari
,
Reza Yazdani Aminabadi
,
Heyang Qin
,
Arash Bakhtiari
,
Lev Kurilenko
,
Yuxiong He
DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference.
CoRR
(2024)
Guanhua Wang
,
Heyang Qin
,
Sam Ade Jacobs
,
Connor Holmes
,
Samyam Rajbhandari
,
Olatunji Ruwase
,
Feng Yan
,
Lei Yang
,
Yuxiong He
ZeRO++: Extremely Efficient Collective Communication for Giant Model Training.
CoRR
(2023)
Zhewei Yao
,
Xiaoxia Wu
,
Conglong Li
,
Minjia Zhang
,
Heyang Qin
,
Olatunji Ruwase
,
Ammar Ahmad Awan
,
Samyam Rajbhandari
,
Yuxiong He
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention.
CoRR
(2023)
Zhewei Yao
,
Reza Yazdani Aminabadi
,
Olatunji Ruwase
,
Samyam Rajbhandari
,
Xiaoxia Wu
,
Ammar Ahmad Awan
,
Jeff Rasley
,
Minjia Zhang
,
Conglong Li
,
Connor Holmes
,
Zhongzhu Zhou
,
Michael Wyatt
,
Molly Smith
,
Lev Kurilenko
,
Heyang Qin
,
Masahiro Tanaka
,
Shuai Che
,
Shuaiwen Leon Song
,
Yuxiong He
DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales.
CoRR
(2023)
Amirhessam Yazdi
,
Heyang Qin
,
Connor B. Jordan
,
Lei Yang
,
Feng Yan
Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection.
Remote. Sens.
14 (16) (2022)
Md Kamran Chowdhury Shisher
,
Heyang Qin
,
Lei Yang
,
Feng Yan
,
Yin Sun
The Age of Correlated Features in Supervised Learning based Forecasting.
CoRR
(2021)
Md Kamran Chowdhury Shisher
,
Heyang Qin
,
Lei Yang
,
Feng Yan
,
Yin Sun
The Age of Correlated Features in Supervised Learning based Forecasting.
INFOCOM Workshops
(2021)
Heyang Qin
,
Samyam Rajbhandari
,
Olatunji Ruwase
,
Feng Yan
,
Lei Yang
,
Yuxiong He
SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement.
NeurIPS
(2021)
Heyang Qin
,
Syed Zawad
,
Yanqi Zhou
,
Sanjay Padhi
,
Lei Yang
,
Feng Yan
Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things.
IEEE Internet Things J.
7 (7) (2020)
Heyang Qin
,
Syed Zawad
,
Yanqi Zhou
,
Lei Yang
,
Dongfang Zhao
,
Feng Yan
Swift machine learning model serving scheduling: a region based reinforcement learning approach.
SC
(2019)