Leyang Xue

According to our database, Leyang Xue authored at least 20 papers between 2019 and 2026.

Collaborative distances:

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

2026

TUBO: A Tailored ML Framework for Reliable Network Traffic Forecasting.

Zhihang Yuan, Leyang Xue, Waleed Ahsan, Mahesh K. Marina

CoRR, February, 2026

Nonlinear random walks on hypergraphs characterized by higher-order interactions.

Meng Li, Xin Lu, Shuiling Shi, Leyang Xue, Zengru Di

Reliab. Eng. Syst. Saf., 2026

Towards Automated RAN Configuration Tuning in Cellular Networks with Causal Learning.

Leyang Xue, Bolun Zhang, Mahesh K. Marina, He Yan, Yu Zhou, Cheuk Yiu Ip, James Klosowski

Proceedings of the 27th International Workshop on Mobile Computing Systems and Applications, 2026

On Harnessing Idle Compute at the Edge for Foundation Model Training.

Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos J. Storkey, Randal C. Burns, Mahesh K. Marina

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

Towards Decentralized and Sustainable Foundation Model Training with the Edge.

Leyang Xue, Meghana Madhyastha, Randal C. Burns, Myungjin Lee, Mahesh K. Marina

CoRR, July, 2025

HybridServe: Efficient Serving of Large AI Models with Confidence-Based Cascade Routing.

Leyang Xue, Yao Fu, Luo Mai, Mahesh K. Marina

CoRR, May, 2025

MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based Batching.

Tairan Xu, Leyang Xue, Zhan Lu, Adrian Jackson, Luo Mai

CoRR, March, 2025

Towards Energy Efficient 5G vRAN Servers.

Anuj Kalia, Nikita Lazarev, Leyang Xue, Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

Poster: On Harnessing Idle Compute at the Edge for Foundation Model Training.

Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos Storkey, Randal C. Burns, Mahesh K. Marina

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking, 2025

2024

High Power-Efficiency Readout Circuit for MEMS Capacitive Accelerometer.

Longjie Zhong, Leyang Xue, Xiangyi Deng, Shubin Liu, Zhangming Zhu

IEEE Trans. Circuits Syst. II Express Briefs, January, 2024

Iterative structural coarse-graining for contagion dynamics in complex networks.

Leyang Xue, Zengru Di, An Zeng

CoRR, 2024

MoE-CAP: Cost-Accuracy-Performance Benchmarking for Mixture-of-Experts Systems.

Yao Fu, Yinsicheng Jiang, Yeqi Huang, Ping Nie, Zhan Lu, Leyang Xue, Congjie He, Man-Kit Sit, Jilong Xue, Li Dong, Ziming Miao, Kai Zou, Edoardo M. Ponti, Luo Mai

CoRR, 2024

MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving.

Leyang Xue, Yao Fu, Zhan Lu, Luo Mai, Mahesh K. Marina

CoRR, 2024

ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models.

Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai

CoRR, 2024

ServerlessLLM: Low-Latency Serverless Inference for Large Language Models.

Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

2023

Community detection based on structural balance in signed networks.

Peng Zhang, Xianyu Xu, Leyang Xue

CoRR, 2023

2022

Maximizing spreading in complex networks with risk in node activation.

Leyang Xue, Peng Zhang, An Zeng

Inf. Sci., 2022

PAINT: Path Aware Iterative Network Tomography for Link Metric Inference.

Leyang Xue, Mahesh K. Marina, Geng Li, Kai Zheng

Proceedings of the 30th IEEE International Conference on Network Protocols, 2022

2019

Predictability of diffusion-based recommender systems.

Peng Zhang, Leyang Xue, An Zeng

Knowl. Based Syst., 2019

Enhancing the long-term performance of recommender system.

Leyang Xue, Peng Zhang, An Zeng

CoRR, 2019