| 2026 | AAAI | Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching. | Yanhao Dong, Yubo Miao, Weinan Li, Xiao Zheng, Chao Wang, Jiesheng Wu, Feng Lyu |
| 2026 | ICDCS | Accelerating Cold Starts of On-Device LLMs via Multi-Source Inference-Aware Parameter Loading. | Shucheng Li, Zhenfeng Wang, Fei Zeng, Zhanxi Li, Peng Yang, Feng Lyu |
| 2026 | ICDCS | Integrated Load-Balanced Scheduling for Human-Vehicle Collaborative Urban Sanitation. | Lingzi Zhao, Huali Lu, Hao Wu, Shucheng Li, Longye Li, Tao He, Wenlong Liao, Feng Lyu |
| 2026 | INFOCOM | KAT: Knowledge-Context Augmentation for Evolving LLM-Based Telecom Troubleshooting. | Kai Qian, Feng Lyu, Hao Wu, Jing Gao, Shucheng Li, Fan Wu, Qiong Luo, Bowen Chen, Fengyuan Xu |
| 2026 | SIGIR | Seeing the Whole Through the Parts: Discovering Objects through Semantic Part Mining in Weak Supervision. | Shucheng Li, Weixuan Xu, Le Jiang, Hao Wu, Fengyuan Xu, Fan Wu, Feng Lyu |
| 2026 | SIGIR | SynDiSC: High-Quality Tabular Data Synthesis with Distributional and Semantic Consistency. | Fan Wu, Haoye Pan, Hao Wu, Kai Qian, Shucheng Li, Feng Lyu |
| 2026 | SECON | MUND: Role-Aware Multi-Agent Learning for Dynamic UAV Network Deployment. | Jie Zhao, Shucheng Li, Huali Lu, Jieyu Zhou, Fan Wu, Feng Lyu |
| 2025 | ICDCS | U-Mesh: Deploying UAV-Mesh Network for Automatic Powerline Inspection in Remote Areas. | Jieyu Zhou, Feng Lyu, Mingliu Liu, Fan Wu, Lijuan He, Huali Lu, Zaixun Ling, Yibo Cui |
| 2025 | ICPADS | HiPOD: Hierarchical Pruning for Low-Distinction Multi-Scale Object Detection on Edge Devices. | Jieyu Zhou, Feng Lyu, Mingliu Liu, Hao Wu, Xueying Li, Fan Wu, Yaoxue Zhang |
| 2025 | MOBICOM | Auto-UIT: Automating UAV Inspection Trajectory by Recognizing Pylon Structure from 3D Point Cloud. | Feng Lyu, Lijuan He, Mingliu Liu, Sijing Duan, Hao Wu, Jieyu Zhou, Yi Ding, Zaixun Ling, Yibo Cui |
| 2025 | MOBICOM | Demo: UAV Trajectory Generation from Sparse and Noisy 3D Point Clouds. | Lijuan He, Feng Lyu, Mingliu Liu, Hao Wu, Sijing Duan, Jieyu Zhou, Yi Ding, Zaixun Ling, Yibo Cui |
| 2025 | MOBICOM | Demo: Task Cooperation for Urban Unmanned Sanitation Vehicles. | Lingzi Zhao, Feng Lyu, Hao Wu, Huaqing Wu, Huali Lu, Shucheng Li, Tao He, Wenlong Liao, Sheng Zhong |
| 2024 | GLOBECOM | Flexible and Effective Cellular Traffic Data Synthesis with Large Language Model. | Sijing Duan, Feng Lyu, Jinfeng Cen, Ju Ren, Peng Yang, Yaoxue Zhang |
| 2024 | GLOBECOM | Joint Model Assignment and Resource Allocation for Cost-Effective Mobile Generative Services. | Shuangwei Gao, Peng Yang, Yuxin Kong, Feng Lyu, Ning Zhang |
| 2024 | GLOBECOM | Resource-Efficient Generative AI Model Deployment in Mobile Edge Networks. | Yuxin Liang, Peng Yang, Yuanyuan He, Feng Lyu |
| 2023 | GLOBECOM | LEARN: Selecting Samples Without Training Verification for Communication-Efficient Vertical Federated Learning. | Tong Liu, Feng Lyu, Jun Ma, Yongheng Deng, Jiayin Chen, Qilong Tan, Yaoxue Zhang |
| 2023 | GLOBECOM | Dynamic RRH-BBU Mapping for C-RAN: A Data-Driven Approach. | Shanshan Wang, Fan Wu, Jie Gao, Sijing Duan, Feng Lyu, Huaqing Wu, Yaoxue Zhang, Xuemin Sherman Shen |
| 2023 | ICDCS | A Prototype-Based Knowledge Distillation Framework for Heterogeneous Federated Learning. | Feng Lyu, Cheng Tang, Yongheng Deng, Tong Liu, Yongmin Zhang, Yaoxue Zhang |
| 2023 | INFOCOM | A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning. | Yongheng Deng, Ju Ren, Cheng Tang, Feng Lyu, Yang Liu, Yaoxue Zhang |
| 2022 | GLOBECOM | Joint Radio Resource Allocation and Control for Resource-Constrained Vehicle Platooning. | Dayue Zhang, Nan Cheng, Ruijin Sun, Feng Lyu, Yilong Hui, Changle Li |
| 2022 | ICDCS | CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference. | Huali Lu, Feng Lyu, Ju Ren, Jiadi Yu, Fan Wu, Yaoxue Zhang, Xuemin Sherman Shen |
| 2022 | INFOCOM | Push the Limit of WiFi-based User Authentication towards Undefined Gestures. | Hao Kong, Li Lu, Jiadi Yu, Yanmin Zhu, Feilong Tang, Yingying Chen, Linghe Kong, Feng Lyu |
| 2022 | INFOCOM | An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers. | Ju Ren, Jiani Liu, Yongmin Zhang, Zhaohui Li, Feng Lyu, Zhibo Wang, Yaoxue Zhang |
| 2022 | INFOCOM | Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction. | Fan Wu, Ju Ren, Feng Lyu, Peng Yang, Yongmin Zhang, Deyu Zhang, Yaoxue Zhang |
| 2022 | IWQoS | Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach. | Feng Lyu, Xinyao Cai, Fan Wu, Huali Lu, Sijing Duan, Ju Ren |
| 2022 | SENSYS | TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity. | Yongheng Deng, Weining Chen, Ju Ren, Feng Lyu, Yang Liu, Yunxin Liu, Yaoxue Zhang |
| 2021 | GLOBECOM | Multi-Objective Network Congestion Control via Constrained Reinforcement Learning. | Qiong Liu, Peng Yang, Feng Lyu, Ning Zhang, Li Yu |
| 2021 | HPCC | Resource-Efficient DNN Training and Inference for Heterogeneous Edge Intelligence in 6G. | Enfang Cui, Weiting Zhang, Dong Yang, Wen Wu, Feng Lyu |
| 2021 | ICDCS | SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning. | Yongheng Deng, Feng Lyu, Ju Ren, Yongmin Zhang, Yuezhi Zhou, Yaoxue Zhang, Yuanyuan Yang |
| 2021 | INFOCOM | FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation. | Yongheng Deng, Feng Lyu, Ju Ren, Yi-Chao Chen, Peng Yang, Yuezhi Zhou, Yaoxue Zhang |
| 2021 | IWQoS | DeepDelivery: Leveraging Deep Reinforcement Learning for Adaptive IoT Service Delivery. | Yan Li, Deke Guo, Xiaofeng Cao, Feng Lyu, Honghui Chen |
| 2020 | INFOCOM | SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System. | Feng Lyu, Ju Ren, Peng Yang, Nan Cheng, Yaoxue Zhang, Xuemin Sherman Shen |
| 2020 | INFOCOM | Adaptive Video Streaming Using Dynamic NDN Multicast in WLAN. | Fan Wu, Wang Yang, Ju Ren, Feng Lyu, Xiaojie Ding, Yaoxue Zhang |
| 2020 | VTC | Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks. | Feng Lyu, Peng Yang, Huaqing Wu, Conghao Zhou, Ju Ren, Yaoxue Zhang, Xuemin Sherman Shen |
| 2019 | GLOBECOM | Online Worker Selection Towards High Quality Map Collection for Autonomous Driving. | Xiaofeng Cao, Yan Li, Jiarong Han, Peng Yang, Feng Lyu, Deke Guo, Xuemin Shen |
| 2019 | GLOBECOM | Edge Caching and Content Delivery with Minimized Delay for Both High-Speed Train and Local Users. | Meilin Gao, Bo Ai, Yong Niu, Wen Wu, Peng Yang, Feng Lyu, Xuemin Shen |
| 2019 | GLOBECOM | Power Allocation for Multi-Beam Max-Min Fairness in Millimeter-Wave Beamspace MIMO-NOMA. | Ruicheng Jiao, Linglong Dai, Wei Wang, Feng Lyu, Nan Cheng, Xuemin Shen |
| 2019 | GLOBECOM | Max-Min Secrecy Rate for NOMA-Based UAV-Assisted Communications with Protected Zone. | Zhisheng Yin, Min Jia, Wei Wang, Nan Cheng, Feng Lyu, Xuemin Shen |
| 2019 | GLOBECOM | Delay-Aware IoT Task Scheduling in Space-Air-Ground Integrated Network. | Conghao Zhou, Wen Wu, Hongli He, Peng Yang, Feng Lyu, Nan Cheng, Xuemin Shen |
| 2019 | ICDCS | Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System. | Feng Lyu, Ju Ren, Nan Cheng, Peng Yang, Minglu Li, Yaoxue Zhang, Xuemin Shen |
| 2019 | VTC | Spectral Efficiency Analysis of SEFDM Systems with ICI Mitigation. | Zhisheng Yin, Min Jia, Feng Lyu, Wei Wang, Qing Guo, Xuemin Shen |
| 2018 | ICARCV | System Identification Based Parameter Monitoring Approach for DC-DC Superbuck Converter. | Li Wang, Jiguang Yue, Feng Lyu |
| 2018 | ICPADS | Intelligent Large-Scale AP Control with Remarkable Energy Saving in Campus WiFi System. | Liang Fang, Guangtao Xue, Feng Lyu, Hao Sheng, Futai Zou, Minglu Li |
| 2018 | ICPADS | Leveraging Inner-Connection of Message Sequence for Traffic Classification: A Deep Learning Approach. | Renjie Jin, Guangtao Xue, Feng Lyu, Hao Sheng, Gongshen Liu, Minglu Li |
| 2018 | SECON | ABC: Adaptive Beacon Control for Rear-End Collision Avoidance in VANETs. | Feng Lyu, Hongzi Zhu, Nan Cheng, Yanmin Zhu, Haibo Zhou, Wenchao Xu, Guangtao Xue, Minglu Li |
| 2017 | VTC | Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points. | Wenchao Xu, Haibo Zhou, Weisen Shi, Feng Lyu, Xuemin Shen |