Publications
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Rocket: Warming Serverless Inference via Hierarchical ML Artifact Pre-loading and Sharing
Xiaofei Yue, Song Yang, Fan Li, Youqi Li, Yu Wang.
IEEE International Conference on Computer Communications (INFOCOM), 2026.
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sMoE: Elastic MoE-Based Inference with Serverless Computing via Fine-grained Expert Scaling
Xiaofei Yue, Ziming Zhao, Jiongchi Yu, Huidong Ma, Zhaoxuan Li, Tingting Li, Jianwei Yin.
ACM/IEEE Design Automation Conference (DAC), 2026.
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HyFaaS: Accelerating Serverless Workflows by Unleashing Hybrid Resource Elasticity
Xiaofei Yue, Song Yang, Fan Li, Liehuang Zhu, Xu Wang, Zhen Feng, Fernando A. Kuipers.
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2026.
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HeteroSim: Towards High-Fidelity Heterogeneous LLM Training Simulation on GPUs
Xiaofei Yue, Fangming Zhao, Fulun Ye, Jiongchi Yu, Zhaoxuan Li, Ziming Zhao, Tingting Li, Jianwei Yin.
The ACM Web Conference (WWW), 2026.
Explainable Quantum Program Repair with Verifiable Proof Traces
Tingting Li, Ziming Zhao, Zhaoxuan Li, Jiongchi Yu, Xiaofei Yue, Jianwei Yin.
Annual Meeting of the Association for Computational Linguistics (ACL) Findings, 2026.
Efficient Learned Data Compression via Dual-Stream Feature Decoupling
Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu, Gang Wang, Wentong Cai.
Annual Meeting of the Association for Computational Linguistics (ACL), 2026.
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Time-Aware Active Calibration and Scheduling for N-Qubit Systems via Bayesian Optimization and Reinforcement Learning
Ziming Zhao, Tingting Li, Xiaofei Yue, Zhaoxuan Li, Jianwei Yin.
ACM/IEEE Design Automation Conference (DAC), 2026.
QCLink: Offloading Hybrid Quantum-Classical Computation to SmartNICs via RDMA
Xingdong Li, Yongzhuo Lu, Z Li, Xiaofei Yue, Junyu Chen, Yu Peng, Tingting Li, Zhaoxuan Li, Ziming Zhao, Jianwei Yin.
IEEE International Conference on Distributed Computing Systems (ICDCS), 2026.
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Towards Quantum Program Bug Datasets and Benchmarking
Tingting Li, Jiongchi Yu, Zhikang Fan, Junqing Wang, Yao Zhai, Shenglong Zhang, Yu Peng, Yuhan Chen, Junyu Chen, Fanqi Kong, Zhaoxuan Li, Xiaofei Yue, Ziming Zhao, Jianwei Yin.
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2026.
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Fair and Carbon-Aware LLM Routing for Web Services
Tingting Li, Ziming Zhao, Zhaoxuan Li, Xiaofei Yue, Jiongchi Yu.
The ACM Web Conference (WWW), 2026.
Learned Image Compression via Sparse Attention and Adaptive Frequency
Huidong Ma, Xinyan Shi, Hui Sun, Xiaofei Yue, Xiaoguang Liu, Gang Wang, Wentong Cai.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
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Portray learning: A novel learning paradigm for streaming emerging class detection
Ziming Zhao, Zhaoxuan Li, Xiaofei Yue, Tingting Li, Fan Zhang.
Information Sciences (INS), 2026.
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Network-Centric Auditing and Regulation for Cryptocurrency Systems: A Tutorial
Qingyang Ding, Qinnan Zhang, Xiaofei Yue, Jianbin Chen, Ziming Zhao, Zhaoxuan Li, Xiaochen Hao, Xinyu Zhang, Nan Wang.
IEEE Transactions on Network Science and Engineering (TNSE), 2026.
Bc2FL: Double-Layer Blockchain-Driven Federated Learning Framework for Agricultural IoT
Qingyang Ding, Xiaofei Yue, Qinnan Zhang, Zehui Xiong, Jinping Chang, Hongwei Zheng.
IEEE Internet of Things Journal (IoTJ), 2025.
Exploiting Wide-Area Resource Elasticity with Fine-Grained Orchestration for Serverless Analytics
Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Fan Li, Xiaoming Fu.
IEEE/ACM Transactions on Networking (TON), 2025.
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Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics
Xiaofei Yue, Song Yang, Liehuang Zhu, Stojan Trajanovski, Xiaoming Fu.
IEEE International Conference on Computer Communications (INFOCOM), 2024.
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TimeLink: Enabling Dynamic Runtime Prediction for Flink Iterative Jobs
Xiaofei Yue, Qingyang Ding, Jianming Zhu, Yanbing Ding.
The Journal of Supercomputing (TJSC), 2024.
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Dynamic Resource Allocation Strategy for Flink Iterative Jobs
Xiaofei Yue, Lan Shi, Yuhai Zhao, Hangxu Ji, Guoren Wang.
Journal of Software (in Chinese), 2022.
Online Runtime Prediction Method for Distributed Iterative Jobs
Xiaofei Yue, Lan Shi, Yuhai Zhao, Hangxu Ji, Guoren Wang.
Web Information Systems and Applications (WISA), 2021.
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