Heyang Qin
Publications by Year
Research Areas
Advanced Neural Network Applications, Age of Information Optimization, IoT and Edge/Fog Computing, Stochastic Gradient Optimization Techniques, Insurance, Mortality, Demography, Risk Management
Most-Cited Works
- → Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone(2024)147 cited
- → The Age of Correlated Features in Supervised Learning based Forecasting(2021)24 cited
- → Nemo: An Open-Source Transformer-Supercharged Benchmark for Fine-Grained Wildfire Smoke Detection(2022)24 cited
- → Swift machine learning model serving scheduling(2019)19 cited
- → Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things(2020)16 cited
- → ZeRO++: Extremely Efficient Collective Communication for Giant Model Training(2023)15 cited
- → DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales(2023)10 cited
- → DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference(2024)5 cited
- SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement(2021)