7 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.DC2026
Distributed Generative Inference of LLM at Internet Scales with Multi-Dimensional Communication Optimization
Jiu Chen, Shuangyan Yang, Xu Xiong +4
Decentralized LLM inference distributes computation among heterogeneous nodes across the internet, offering a performant and cost-efficient solution, alternative to traditional cen…
cs.CL2024★ 3 cited
Automated Data Curation for Robust Language Model Fine-Tuning
Jiuhai Chen, Jonas Mueller
Large Language Models have become the de facto approach to sequence-to-sequence text generation tasks, but for specialized tasks/domains, a pretrained LLM lacks specific capabiliti…
cs.CL2023★ 7 cited
Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness
Jiuhai Chen, Jonas Mueller
We introduce BSDetector, a method for detecting bad and speculative answers from a pretrained Large Language Model by estimating a numeric confidence score for any output it genera…