Yingtao Shen

According to our database, Yingtao Shen authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

LEAP: Lightweight Neural Network Inference Through Proactive Early-Exiting Prediction.

Yingtao Shen, Xiangjie Li, Yehan Ma, Weidong Cao, Jie Zhao, An Zou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2026

River-LLM: Large Language Model Seamless Exit Based on KV Share.

Yingtao Shen, An Zou

CoRR, April, 2026

2025

SSMDVFS: Microsecond-Scale DVFS on GPGPUs with Supervised and Self-Calibrated ML.

Minqing Sun, Ruiqi Sun, Yingtao Shen, Wei Yan, Qinfen Hao, An Zou

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

Path-Consistency: Prefix Enhancement for Efficient Inference in LLM.

Jiace Zhu, Yingtao Shen, Jie Zhao, An Zou

CoRR, 2024

Chain of Compression: A Systematic Approach to Combinationally Compress Convolutional Neural Networks.

Yingtao Shen, Minqing Sun, Jie Zhao, An Zou

CoRR, 2024

2023

EENet: Energy Efficient Neural Networks with Run-time Power Management.

Xiangjie Li, Yingtao Shen, An Zou, Yehan Ma

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference.

Xiangjie Li, Chenfei Lou, Yuchi Chen, Zhengping Zhu, Yingtao Shen, Yehan Ma, An Zou

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023