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Xuanyu Wang

◀ ▶ joint publications with Jiawen Niu

> Home > Persons > Xuanyu Wang

Publications

2026
[c5]
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Xuanyu Wang, Fangcheng Fu, Haoyang Li, Hao Ge, Sheng Lin, Jiawen Niu, Bin Cui:
Elastor: Elastic and Efficient Model Partitioning and Checkpointing for Fault-Tolerant Distributed Training. PPoPP 2026: 398-412
2025
[j10]
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Haoyang Li, Fangcheng Fu, Hao Ge, Sheng Lin, Xuanyu Wang, Jiawen Niu, Yujie Wang, Hailin Zhang, Xiaonan Nie, Bin Cui:
Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization. Proc. ACM Manag. Data 3(3): 185:1-185:28 (2025)
[j9]
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Haoyang Li, Fangcheng Fu, Sheng Lin, Hao Ge, Xuanyu Wang, Jiawen Niu, Jinbao Xue, Yangyu Tao, Di Wang, Jie Jiang, Bin Cui:
Hydraulis: Balancing Large Transformer Model Training via Co-designing Parallel Strategies and Data Assignment. Proc. ACM Manag. Data 3(6): 337:1-337:30 (2025)
[j8]
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Sheng Lin, Fangcheng Fu, Haoyang Li, Hao Ge, Xuanyu Wang, Jiawen Niu, Yaofeng Tu, Bin Cui:
LobRA: Multi-tenant Fine-tuning over Heterogeneous Data. Proc. VLDB Endow. 18(8): 2616-2625 (2025)
[i7]
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  - journals/corr/abs-2504-20490
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Haoyang Li, Fangcheng Fu, Hao Ge, Sheng Lin, Xuanyu Wang, Jiawen Niu, Xupeng Miao, Bin Cui:
Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations. CoRR abs/2504.20490 (2025)
[i4]
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  - journals/corr/abs-2509-01193
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Sheng Lin, Fangcheng Fu, Haoyang Li, Hao Ge, Xuanyu Wang, Jiawen Niu, Yaofeng Tu, Bin Cui:
LobRA: Multi-tenant Fine-tuning over Heterogeneous Data. CoRR abs/2509.01193 (2025)
2024
[i2]
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  - journals/corr/abs-2410-13333
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Haoyang Li, Fangcheng Fu, Hao Ge, Sheng Lin, Xuanyu Wang, Jiawen Niu, Yujie Wang, Hailin Zhang, Xiaonan Nie, Bin Cui:
Malleus: Straggler-Resilient Hybrid Parallel Training of Large-scale Models via Malleable Data and Model Parallelization. CoRR abs/2410.13333 (2024)
[i1]
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  - journals/corr/abs-2412-07894
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Haoyang Li, Fangcheng Fu, Sheng Lin, Hao Ge, Xuanyu Wang, Jiawen Niu, Jie Jiang, Bin Cui:
Demystifying Workload Imbalances in Large Transformer Model Training over Variable-length Sequences. CoRR abs/2412.07894 (2024)

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