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Xudong Liao
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Multi-objective congestion control
Y Ma, H Tian, X Liao, J Zhang, W Wang, K Chen, X Jin
Proceedings of the Seventeenth European Conference on Computer Systems, 218-235, 2022
472022
Scalable and efficient full-graph gnn training for large graphs
X Wan, K Xu, X Liao, Y Jin, K Chen, X Jin
Proceedings of the ACM on Management of Data 1 (2), 1-23, 2023
362023
Tacc: A full-stack cloud computing infrastructure for machine learning tasks
K Xu, X Wan, H Wang, Z Ren, X Liao, D Sun, C Zeng, K Chen
arXiv preprint arXiv:2110.01556, 2021
332021
Spine: An efficient DRL-based congestion control with ultra-low overhead
H Tian, X Liao, C Zeng, J Zhang, K Chen
Proceedings of the 18th International Conference on emerging Networking …, 2022
212022
Towards fair and efficient learning-based congestion control
X Liao, H Tian, C Zeng, X Wan, K Chen
arXiv preprint arXiv:2403.01798, 2024
52024
Astraea: Towards Fair and Efficient Learning-based Congestion Control
X Liao, H Tian, C Zeng, X Wan, K Chen
Proceedings of the Nineteenth European Conference on Computer Systems, 99-114, 2024
42024
Accelerating Neural Recommendation Training with Embedding Scheduling
C Zeng, X Liao, X Cheng, H Tian, X Wan, H Wang, K Chen
21st USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2024
22024
Efficient DRL-Based Congestion Control With Ultra-Low Overhead
H Tian, X Liao, C Zeng, D Sun, J Zhang, K Chen
IEEE/ACM Transactions on Networking, 2023
22023
Design and Operation of Shared Machine Learning Clusters on Campus
K Xu, D Sun, H Wang, Z Ren, X Wan, X Liao, Z Wang, J Zhang, K Chen
Proceedings of the 30th ACM International Conference on Architectural …, 2025
2025
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training
X Liao, Y Sun, H Tian, X Wan, Y Jin, Z Wang, Z Ren, X Huang, W Li, ...
arXiv preprint arXiv:2501.03905, 2025
2025
Achieving Fairness Generalizability for Learning-based Congestion Control with Jury
H Tian, X Liao, D Sun, C Zeng, Y Jin, J Zhang, X Wan, Z Wang, Y Wang, ...
2025
Datacenter Traffic Optimization with Deep Reinforcement Learning
L Chen, J Lingys, K Chen, X Liao
Communication Networks and Service Management in the Era of Artificial …, 2021
2021
A Generic and Efficient Communication Framework for Message-level In-Network Computing
X Wan, L Li, H Tian, X Liao, X Huang, C Zeng, Z Wang, X Yang, K Cheng, ...
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Articles 1–13