Bowen Lei

According to our database, Bowen Lei authored at least 13 papers between 2023 and 2024.

Collaborative distances:

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

2024

Embracing Unknown Step by Step: Towards Reliable Sparse Training in Real World.

Bowen Lei, Dongkuan Xu, Ruqi Zhang, Bani K. Mallick

Trans. Mach. Learn. Res., 2024

Adaptive Draft-Verification for Efficient Large Language Model Decoding.

Xukun Liu, Bowen Lei, Ruqi Zhang, Dongkuan Xu

CoRR, 2024

InVA: Integrative Variational Autoencoder for Harmonization of Multi-modal Neuroimaging Data.

Bowen Lei, Rajarshi Guhaniyogi, Krishnendu Chandra, Aaron Scheffler, Bani K. Mallick

CoRR, 2024

2023

What are public preferences for air quality improvement policies? Additional information from extended choice models.

Bowen Lei, Changlin Ao, Yuehua Wei, Yulin Long, Nan Jiang

J. Comput. Methods Sci. Eng., 2023

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models.

Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata Mukherjee, Yuchen Liu, Dongkuan Xu

CoRR, 2023

Balance is Essence: Accelerating Sparse Training via Adaptive Gradient Correction.

Bowen Lei, Dongkuan Xu, Ruqi Zhang, Shuren He, Bani K. Mallick

CoRR, 2023

Towards Reliable Rare Category Analysis on Graphs via Individual Calibration.

Longfeng Wu, Bowen Lei, Dongkuan Xu, Dawei Zhou

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Calibrating the Rigged Lottery: Making All Tickets Reliable.

Bowen Lei, Ruqi Zhang, Dongkuan Xu, Bani K. Mallick

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Rethinking Data Distillation: Do Not Overlook Calibration.

Dongyao Zhu, Yanbo Fang, Bowen Lei, Yiqun Xie, Dongkuan Xu, Jie Zhang, Ruqi Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off.

Shaoyi Huang, Bowen Lei, Dongkuan Xu, Hongwu Peng, Yue Sun, Mimi Xie, Caiwen Ding

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

Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration.

Shaoyi Huang, Haowen Fang, Kaleel Mahmood, Bowen Lei, Nuo Xu, Bin Lei, Yue Sun, Dongkuan Xu, Wujie Wen, Caiwen Ding

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

Accelerating Dataset Distillation via Model Augmentation.

Lei Zhang, Jie Zhang, Bowen Lei, Subhabrata Mukherjee, Xiang Pan, Bo Zhao, Caiwen Ding, Yao Li, Dongkuan Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation.

Yue Xiang, Dongyao Zhu, Bowen Lei, Dongkuan Xu, Ruqi Zhang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023