Guangming Tan

1. I/O Lower Bounds for Auto-tuning of Convolutions in CNNs
   2020/12/31 by Xiaoyang Zhang, Junmin Xiao, Zhang, Xiaoyang +3 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
2. 29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer
   2025/02/11 by Xun Wang, Xiangyu Meng, Zhuoqiang Guo +8 · 2 citations
   Physics and Astronomy · Computer Science · #Radiation Detection and Scintillator Technologies #Parallel Computing and Optimization Techniques #Nuclear physics research studies
3. ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
   2025/07/14 by Shenggan Cheng, Liu, Zedong, Cheng, Shenggan +6 · 3 citations
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Parallel #Speech Recognition and Synthesis #Vehicle License Plate Recognition #and Cluster Computing (cs.DC)
4. FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs
   2024/12/30 by Zhou, Yuanchang, Siyu Hu, Hu, Siyu +8 · 1 citation
   Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Delphi Technique in Research #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Mechanisms of Width Scaling in Normalized Residual Networks: The Effective Alignment Dimension
   2026/07/27 by Jinhao Zhang, Zeyu Liu, Zicheng Yan +4
   #cs.LG #cs.AI
6. Libra: Taming Attention Workload Skew in Long-Context LLM Training with Bounded Sequence Pool
   2026/07/25 by Yan Wang, Xiulong Yuan, Kaiming Yang +16
   #cs.DC