Leyang Xue

23 papers A* 2B 1Misc 2Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Nonlinear random walks on hypergraphs characterized by higher-order interactions.
Reliab. Eng. Syst. Saf.
Meng Li, Xin Lu, Shuiling Shi, Leyang Xue, Zengru Di
2026 — conf
On Harnessing Idle Compute at the Edge for Foundation Model Training.
EuroMLSys@EuroSys
Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos J. Storkey, Randal C. Burns, Mahesh K. Marina
2026 J jnl
TUBO: A Tailored ML Framework for Reliable Network Traffic Forecasting.
CoRR
Zhihang Yuan, Leyang Xue, Waleed Ahsan, Mahesh K. Marina
2026 Misc conf
Towards Automated RAN Configuration Tuning in Cellular Networks with Causal Learning.
HotMobile
Leyang Xue, Bolun Zhang, Mahesh K. Marina, He Yan, Yu Zhou, Cheuk Yiu Ip, James Klosowski
2025 J jnl
HybridServe: Efficient Serving of Large AI Models with Confidence-Based Cascade Routing.
CoRR
Leyang Xue, Yao Fu, Luo Mai, Mahesh K. Marina
2025 J jnl
MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based Batching.
CoRR
Tairan Xu, Leyang Xue, Zhan Lu, Adrian Jackson, Luo Mai
2025 J jnl
On Harnessing Idle Compute at the Edge for Foundation Model Training.
CoRR
Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos J. Storkey, Randal C. Burns, Mahesh K. Marina
2025 A* conf
Poster: On Harnessing Idle Compute at the Edge for Foundation Model Training.
MobiCom
Leyang Xue, Meghana Madhyastha, Myungjin Lee, Amos Storkey, Randal C. Burns, Mahesh K. Marina
2025 J jnl
Towards Decentralized and Sustainable Foundation Model Training with the Edge.
CoRR
Leyang Xue, Meghana Madhyastha, Randal C. Burns, Myungjin Lee, Mahesh K. Marina
2025 Misc conf
Towards Energy Efficient 5G vRAN Servers.
NSDI
Anuj Kalia, Nikita Lazarev, Leyang Xue, Xenofon Foukas, Bozidar Radunovic, Francis Y. Yan
2024 J jnl
High Power-Efficiency Readout Circuit for MEMS Capacitive Accelerometer.
IEEE Trans. Circuits Syst. II Express Briefs
Longjie Zhong, Leyang Xue, Xiangyi Deng, Shubin Liu, Zhangming Zhu
2024 J jnl
Iterative structural coarse-graining for contagion dynamics in complex networks.
CoRR
Leyang Xue, Zengru Di, An Zeng
2024 J jnl
MoE-CAP: Cost-Accuracy-Performance Benchmarking for Mixture-of-Experts Systems.
CoRR
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
2024 J jnl
MoE-Infinity: Activation-Aware Expert Offloading for Efficient MoE Serving.
CoRR
Leyang Xue, Yao Fu, Zhan Lu, Luo Mai, Mahesh K. Marina
2024 J jnl
ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models.
CoRR
Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai
2024 A* conf
ServerlessLLM: Low-Latency Serverless Inference for Large Language Models.
OSDI
Yao Fu, Leyang Xue, Yeqi Huang, Andrei-Octavian Brabete, Dmitrii Ustiugov, Yuvraj Patel, Luo Mai
2023 J jnl
Community detection based on structural balance in signed networks.
CoRR
Peng Zhang, Xianyu Xu, Leyang Xue
2022 J jnl
Maximizing spreading in complex networks with risk in node activation.
Inf. Sci.
Leyang Xue, Peng Zhang, An Zeng
2022 B conf
PAINT: Path Aware Iterative Network Tomography for Link Metric Inference.
ICNP
Leyang Xue, Mahesh K. Marina, Geng Li, Kai Zheng
2021 J jnl
Maximizing spreading in complex networks with risk in node activation.
CoRR
Leyang Xue, Peng Zhang, An Zeng
2019 J jnl
Enhancing the long-term performance of recommender system.
CoRR
Leyang Xue, Peng Zhang, An Zeng
2019 J jnl
Predictability of diffusion-based recommender systems.
CoRR
Peng Zhang, Leyang Xue, An Zeng
2019 J jnl
Predictability of diffusion-based recommender systems.
Knowl. Based Syst.
Peng Zhang, Leyang Xue, An Zeng