Jiayi Qian

According to our database, Jiayi Qian authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

2MCD-YOLO11: a lightweight algorithm based on cross-scale feature fusion for gesture recognition.

Yueqiang Feng, Jiayi Qian, Wenxing Zuo, Yutong Tan, Lulu Li, Zhengwei Shui

J. Supercomput., February, 2026

Towards System-2 AI: Workloads and Characterizations of Energy-Based Models.

Hanchen Yang, Jiayi Qian, Zishen Wan, Jingtian Dang, Ziwei Li, Yilun Du, Tushar Krishna

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2026

REASON: Accelerating Probabilistic Logical Reasoning for Scalable Neuro-Symbolic Intelligence.

Zishen Wan, Che-Kai Liu, Jiayi Qian, Hanchen Yang, Arijit Raychowdhury, Tushar Krishna

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

Compositional AI Beyond LLMs: System Implications of Neuro-Symbolic-Probabilistic Architectures.

Zishen Wan, Hanchen Yang, Jiayi Qian, Ritik Raj, Joongun Park, Chenyu Wang, Arijit Raychowdhury, Tushar Krishna

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

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, Arijit Raychowdhury, Tushar Krishna, Vijay Janapa Reddi

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 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 (Celine) Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

ReCA: Integrated Acceleration for Real-Time and Efficient Cooperative Embodied Autonomous Agents.

Zishen Wan, Yuhang Du, Mohamed Ibrahim, Jiayi Qian, Jason Jabbour, Yang Katie Zhao, Tushar Krishna, Arijit Raychowdhury, Vijay Janapa Reddi

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024