3 papers
cs.DC2025
Argus: Token Aware Distributed LLM Inference Optimization
Panlong Wu, Yifei Zhong, Danyang Chen +2
Large Language Models (LLMs) are rapidly being integrated into real-world applications, yet their autoregressive architectures introduce significant inference time variability, esp…
cs.LG2025
DeepForm: Reasoning Large Language Model for Communication System Formulation
Panlong Wu, Ting Wang, Yifei Zhong +3
Communication system formulation is critical for advancing 6G and future wireless technologies, yet it remains a complex, expertise-intensive task. While Large Language Models (LLM…
cs.LG2023
FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models
Panlong Wu, Kangshuo Li, Ting Wang +1
Foundation models have shown great success in natural language processing, computer vision, and multimodal tasks. FMs have a large number of model parameters, thus requiring a subs…