Yan, Ran

6 publications

ICLR 2025 HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment Youhe Jiang, Ran Yan, Binhang Yuan

NeurIPS 2025 MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization Rizhen Hu, Yutong He, Ran Yan, Mou Sun, Binhang Yuan, Kun Yuan

ICML 2024 HexGen: Generative Inference of Large Language Model over Heterogeneous Environment Youhe Jiang, Ran Yan, Xiaozhe Yao, Yang Zhou, Beidi Chen, Binhang Yuan

NeurIPS 2024 RFLPA: A Robust Federated Learning Framework Against Poisoning Attacks with Secure Aggregation Peihua Mai, Ran Yan, Yan Pang

ICML 2024 Split-and-Denoise: Protect Large Language Model Inference with Local Differential Privacy Peihua Mai, Ran Yan, Zhe Huang, Youjia Yang, Yan Pang

ECCV 2022 MegBA: A GPU-Based Distributed Library for Large-Scale Bundle Adjustment Jie Ren, Wenteng Liang, Ran Yan, Luo Mai, Shiwen Liu, Xiao Liu