Yuchen Xie
- A Theoretical Analysis of Deep Q-Learning
2019/01/01 by Jianqing Fan, Zhaoran Wang, Fan, Jianqing +5 · 27 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning
- Analysis of the BFGS Method with Errors
2019/01/25 by Yuchen Xie, Xie, Yuchen, Richard Byrd +3 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Flash Communication: Reducing Tensor Parallelization Bottleneck for Fast Large Language Model Inference
2024/12/06 by Qingyuan Li, Bo Zhang, Li, Qingyuan +13 · 6 citations
Computer Science · #Computational Physics and Python Applications #Topic Modeling
- On the convergence of BFGS on a class of piecewise linear non-smooth functions
2017/12/22 by Yuchen Xie, Xie, Yuchen, Waechter, Andreas · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
- A Speed Odyssey for Deployable Quantization of LLMs
2023/11/16 by Qingyuan Li, Li, Qingyuan, Ran Meng +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques