Jiaao He

14 papers A* 1A 2B 3Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
HypeReca: Distributed Heterogeneous In-Memory Embedding Database for Training Recommender Models.
USENIX ATC
Jiaao He, Shengqi Chen, Kezhao Huang, Jidong Zhai
2025 A conf
UltraAttn: Efficiently Parallelizing Attention through Hierarchical Context-Tiling.
SC
Haoyu Yang, Zan Zong, Yuyang Jin, Kinman Lei, Jiaao He, Qigang Yang, Jidong Zhai
2025 — conf
mTuner: Accelerating Parameter-Efficient Fine-Tuning on Multi-GPU Servers with Elastic Tensor.
USENIX ATC
Kezhao Huang, Siqi Zhu, Mingshu Zhai, Liyan Zheng, Kinman Lei, Jiaao He, Yuyang Jin, Jidong Zhai
2024 J jnl
FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines.
CoRR
Jiaao He, Jidong Zhai
2024 B conf
POSTER: Pattern-Aware Sparse Communication for Scalable Recommendation Model Training.
PPoPP
Jiaao He, Shengqi Chen, Jidong Zhai
2023 — conf
SmartMoE: Efficiently Training Sparsely-Activated Models through Combining Offline and Online Parallelization.
USENIX ATC
Mingshu Zhai, Jiaao He, Zixuan Ma, Zan Zong, Runqing Zhang, Jidong Zhai
2022 B conf
BaGuaLu: targeting brain scale pretrained models with over 37 million cores.
PPoPP
Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen
2022 A conf
Efficiently emulating high-bitwidth computation with low-bitwidth hardware.
ICS
Zixuan Ma, Haojie Wang, Guanyu Feng, Chen Zhang, Lei Xie, Jiaao He, Shengqi Chen, Jidong Zhai
2022 B conf
FasterMoE: modeling and optimizing training of large-scale dynamic pre-trained models.
PPoPP
Jiaao He, Jidong Zhai, Tiago Antunes, Haojie Wang, Fuwen Luo, Shangfeng Shi, Qin Li
2021 J jnl
Critique of "Planetary Normal Mode Computation: Parallel Algorithms, Performance, and Reproducibility" by SCC Team From Tsinghua University.
IEEE Trans. Parallel Distributed Syst.
Chen Zhang, Chenggang Zhao, Jiaao He, Shengqi Chen, Liyan Zheng, Kezhao Huang, Wentao Han, Jidong Zhai
2021 J jnl
FastMoE: A Fast Mixture-of-Expert Training System.
CoRR
Jiaao He, Jiezhong Qiu, Aohan Zeng, Zhilin Yang, Jidong Zhai, Jie Tang
2020 A* conf
Prague: High-Performance Heterogeneity-Aware Asynchronous Decentralized Training.
ASPLOS
Qinyi Luo, Jiaao He, Youwei Zhuo, Xuehai Qian
2019 J jnl
Heterogeneity-Aware Asynchronous Decentralized Training.
CoRR
Qinyi Luo, Jiaao He, Youwei Zhuo, Xuehai Qian
2019 J jnl
Student Cluster Competition 2018, Team Tsinghua University: Reproducing performance of multi-physics simulations of the Tsunamigenic 2004 Sumatra megathrust earthquake on the Intel Skylake Architecture.
Parallel Comput.
Jiaao He, Chenggang Zhao, Jiping Yu, Xinjian Yu, Liyan Zheng, Chenyao Lou, Shizhi Tang, Wentao Han, Jidong Zhai