CaraServe: CPU-Assisted and Rank-Aware LoRA Serving for Generative LLM Inference. - Suyi Li 002; Hanfeng Lu; Tianyuan Wu; Minchen Yu; Qizhen Weng; Xusheng Chen; Yizhou Shan; Binhang Yuan; Wei Wang 030 (CoRR, 2024)

SwiftDiffusion: Efficient Diffusion Model Serving with Add-on Modules. - Suyi Li 002; Lingyun Yang; Xiaoxiao Jiang; Hanfeng Lu; Zhipeng Di; Weiyi Lu; Jiawei Chen; Kan Liu; Yinghao Yu; Tao Lan; Guodong Yang; Lin Qu; et al. (CoRR, 2024)

Toppings: CPU-Assisted, Rank-Aware Adapter Serving for LLM Inference. - Suyi Li 002; Hanfeng Lu; Tianyuan Wu; Minchen Yu; Qizhen Weng; Xusheng Chen; Yizhou Shan; Binhang Yuan; Wei Wang 030 (USENIX ATC, 2025)

Katz: Efficient Workflow Serving for Diffusion Models with Many Adapters. - Suyi Li 002; Lingyun Yang; Xiaoxiao Jiang; Hanfeng Lu; Dakai An; Zhipeng Di; Weiyi Lu; Jiawei Chen; Kan Liu; Yinghao Yu; Tao Lan; Guodong Yang; et al. (USENIX ATC, 2025)

Adaptra: Straggler-Resilient Hybrid-Parallel Training with Pipeline Adaptation. - Tianyuan Wu; Lunxi Cao; Hanfeng Lu; Xiaoxiao Jiang; Yinghao Yu; Siran Yang; Guodong Yang; Jiamang Wang; Lin Qu; Liping Zhang; Wei Wang 030 (CoRR, 2025)