Xueshen Liu

According to our database, Xueshen Liu authored at least 10 papers between 2015 and 2026.

Collaborative distances:

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

2026

AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs.

Haizhong Zheng, Yizhuo Di, Jiahui Wang, Shuowei Jin, Xueshen Liu, Yongji Wu, Z. Morley Mao, Ion Stoica, Jiawei Zhao, Beidi Chen

CoRR, May, 2026

Dr. Post-Training: A Data Regularization Perspective on LLM Post-Training.

Pingbang Hu, Xueshen Liu, Z. Morley Mao, Jiaqi W. Ma

CoRR, May, 2026

Foundry: Template-Based CUDA Graph Context Materialization for Fast LLM Serving Cold Start.

Xueshen Liu, Yongji Wu, Yuncheng Yao, Danyang Zhuo, Ion Stoica, Z. Morley Mao

CoRR, April, 2026

RLBoost: Harvesting Preemptible Cloud Resources for Cost-Efficient Reinforcement Learning on LLMs.

Yongji Wu, Xueshen Liu, Haizhong Zheng, Juncheng Gu, Beidi Chen, Z. Morley Mao, Arvind Krishnamurthy, Ion Stoica

Proceedings of the 23rd USENIX Symposium on Networked Systems Design and Implementation, 2026

2025

RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs.

Yongji Wu, Xueshen Liu, Haizhong Zheng, Juncheng Gu, Beidi Chen, Z. Morley Mao, Arvind Krishnamurthy, Ion Stoica

CoRR, October, 2025

HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs.

Yongji Wu, Xueshen Liu, Shuowei Jin, Ceyu Xu, Feng Qian, Z. Morley Mao, Matthew Lentz, Danyang Zhuo, Ion Stoica

CoRR, April, 2025

Compute or Load KV Cache? Why Not Both?

Shuowei Jin, Xueshen Liu, Qingzhao Zhang, Zhuoqing Mao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Learn To be Efficient: Build Structured Sparsity in Large Language Models.

Haizhong Zheng, Xiaoyan Bai, Xueshen Liu, Zhuoqing Morley Mao, Beidi Chen, Fan Lai, Atul Prakash

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

mm2-gb: GPU Accelerated Minimap2 for Long Read DNA Mapping.

Juechu Dong, Xueshen Liu, Harisankar Sadasivan, Sriranjani Sitaraman, Satish Narayanasamy

Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2015

A study on the carbon reservation of medium density fiberboard prepared from wood fiber activation with laccase-mediator system.

Xin Guan, Minghui Guo, Jiqing Li, Xueshen Liu, He Zhao, Jinguo Lin

J. Comput. Methods Sci. Eng., 2015