AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment. - Yonggan Fu; Zhongzhi Yu; Junwei Li; Jiayi Qian; Yongan Zhang; Xiangchi Yuan; Dachuan Shi; Roman Yakunin; Yingyan (Celine) Lin (NeurIPS, 2024)

ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents. - Zishen Wan; Yuhang Du; Mohamed Ibrahim 002; Jiayi Qian; Jason Jabbour; Yang (Katie) Zhao; Tushar Krishna; Arijit Raychowdhury; Vijay Janapa Reddi (ASPLOS (2), 2025)

Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability. - Zishen Wan; Jiayi Qian; Yuhang Du; Jason Jabbour; Yilun Du; Yang Zhao 013; Arijit Raychowdhury; Tushar Krishna; Vijay Janapa Reddi (ISPASS, 2025)

Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment. - Zhenbang Du; Yonggan Fu; Lifu Wang; Jiayi Qian; Xiao Luo; Yingyan Lin (CoRR, 2025)