Qianchao Zhu

According to our database, Qianchao Zhu authored at least 13 papers between 2021 and 2026.

Collaborative distances:

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

2026

PROBE: Co-Balancing Computation and Communication in MoE Inference via Real-Time Predictive Prefetching.

Qianchao Zhu, Xucheng Ye, Yuliang Liu, Haodong Ouyang, Chengru Song

CoRR, February, 2026

Zeppelin: Balancing Variable-length Workloads in Data Parallel Large Model Training.

Chang Chen, Tiancheng Chen, Jiangfei Duan, Qianchao Zhu, Zerui Wang, Qinghao Hu, Peng Sun, Xiuhong Li, Chao Yang, Torsten Hoefler

Proceedings of the 21st European Conference on Computer Systems, 2026

HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding.

Siran Liu, Yang Ye, Qianchao Zhu, Zane Cao, Yongchao He

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

SlimPack: Fine-Grained Asymmetric Packing for Balanced and Efficient Variable-Length LLM Training.

Yuliang Liu, Guohao Wu, Shenglong Zhang, Wei Zhang, Qianchao Zhu, Zhouyang Li, Chenyu Wang

CoRR, September, 2025

HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding.

Siran Liu, Yang Ye, Qianchao Zhu, Zheng Cao, Yongchao He

CoRR, May, 2025

SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention.

Qianchao Zhu, Jiangfei Duan, Chang Chen, Siran Liu, Xiuhong Li, Guanyu Feng, Xin Lv, Xiao Chuanfu, Dahua Lin, Chao Yang

Proceedings of the Eighth Conference on Machine Learning and Systems, 2025

StructILU: Dependency-Preserving Incomplete LU with Hierarchical Parallelism for Structured Grid PDEs on GPUs.

Hao Luo, Qianchao Zhu, Xiaochen Hao, Chunxi Lei, Chengdi Ma, Chenchen Zhang, Yun Liang, Chao Yang

Proceedings of the 39th ACM International Conference on Supercomputing, 2025

2024

SampleAttention: Near-Lossless Acceleration of Long Context LLM Inference with Adaptive Structured Sparse Attention.

Qianchao Zhu, Jiangfei Duan, Chang Chen, Siran Liu, Xiuhong Li, Guanyu Feng, Xin Lv, Huanqi Cao, Xiao Chuanfu, Xingcheng Zhang, Dahua Lin, Chao Yang

CoRR, 2024

FreeStencil: A Fine-Grained Solver Compiler with Graph and Kernel Optimizations on Structured Meshes for Modern GPUs.

Qianchao Zhu

Proceedings of the 53rd International Conference on Parallel Processing, 2024

Centauri: Enabling Efficient Scheduling for Communication-Computation Overlap in Large Model Training via Communication Partitioning.

Chang Chen, Xiuhong Li, Qianchao Zhu, Jiangfei Duan, Peng Sun, Xingcheng Zhang, Chao Yang

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Mat2Stencil: A Modular Matrix-Based DSL for Explicit and Implicit Matrix-Free PDE Solvers on Structured Grid.

Huanqi Cao, Shizhi Tang, Qianchao Zhu, Bowen Yu, Wenguang Chen

Proc. ACM Program. Lang., October, 2023

2022

EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers.

Lijuan Jiang, Ping Xu, Qianchao Zhu, Xiuhong Li, Shengen Yan, Xingcheng Zhang, Dahua Lin, Wenjing Ma, Zhouyang Li, Jun Liu, Jinming Ma, Minxi Jin, Chao Yang

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

Enabling and scaling the HPCG benchmark on the newest generation Sunway supercomputer with 42 million heterogeneous cores.

Qianchao Zhu, Hao Luo, Chao Yang, Mingshuo Ding, Wanwang Yin, Xinhui Yuan

Proceedings of the International Conference for High Performance Computing, 2021