| 2026 | ACL | Beyond Compromise: Pareto-Lenient Consensus for Efficient Multi-Preference LLM Alignment. | Renxuan Tan, Rongpeng Li, Zhifeng Zhao, Honggang Zhang |
| 2025 | GLOBECOM | MERLOT: A Distilled LLM-based Mixture-of-Experts Framework for Scalable Encrypted Traffic Classification. | Yuxuan Chen, Rongpeng Li, Xutong Li, Zhifeng Zhao, Honggang Zhang |
| 2025 | VTC | STS-T: Transformer for Spatial-Temporal Jamming Spectrum Situation Prediction. | Yang Chen, Chan Wang, Rongpeng Li, Minjian Zhao, Mingmin Zhao |
| 2025 | VTC | Robust Event-Triggered Integrated Communication and Control with Graph Information Bottleneck Optimization. | Ziqiong Wang, Xiaoxue Yu, Rongpeng Li, Zhifeng Zhao |
| 2025 | VTC | Conditional Diffusion Model as High-Dimensional Offline Resource Allocation Planner in Clustered MF-TDMA Ad Hoc Networks. | Sinuo Zhang, Kechen Meng, Rongpeng Li, Chan Wang, Ming Lei, Min-Jian Zhao, Zhifeng Zhao |
| 2024 | MOBIHOC | Multiple Gradient Descent-based Reinforcement Learning for Multi-Task Semantic Broadcast Communication. | Zhilin Lu, Rongpeng Li, Zhifeng Zhao, Jianhua Liu, Ming Lei, Honggang Zhang |
| 2024 | VTC | Continual MARL-assisted Traffic-Adaptive GC-MAC Protocol for Task-Driven Directional MANETs. | Qinyu Wang, Chan Wang, Rongpeng Li, Hanyu Wei, Minjian Zhao |
| 2023 | GLOBECOM | Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. | Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang |
| 2023 | PIMRC | Alternate Learning based Sparse Semantic Communications for Visual Transmission. | Siyu Tong, Xiaoxue Yu, Rongpeng Li, Kun Lu, Zhifeng Zhao, Honggang Zhang |
| 2023 | VTC | Matrix Factorization and Deep Autoencoder based Clustering Scheme for Large-scale UAV Networks. | Jiaolan Fang, Chan Wang, Rongpeng Li, Hanyu Wei, Minjian Zhao |
| 2023 | VTC | Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control. | Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang |
| 2022 | ECCV | Contrastive Monotonic Pixel-Level Modulation. | Kun Lu, Rongpeng Li, Honggang Zhang |
| 2022 | GLOBECOM | Mean-field MARL-based Priority-Aware CSMA/CA Strategy in Large-Scale MANETs. | Hanyu Wei, Chan Wang, Rongpeng Li, Minjian Zhao |
| 2022 | INFOCOM | Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing. | Baidi Xiao, Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang |
| 2022 | PIMRC | HFedMTL: Hierarchical Federated Multi-Task Learning. | Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao |
| 2022 | WCNC | AoI-based Temporal Attention Graph Neural Network for Popularity Prediction in ICN. | Jianhang Zhu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang |
| 2021 | GLOBECOM | Network AI Management & Orchestration: A Federated Multi-task Learning Case. | Rongpeng Li, Wenliang Liang, Chenghui Peng, Xueli An, Zhifeng Zhao, Honggang Zhang |
| 2021 | WCNC | Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks. | Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang |
| 2020 | GLOBECOM | Efficient Deep Structure Learning for Resource-Limited IoT Devices. | Shibo Shen, Rongpeng Li, Zhifeng Zhao, Qing Liu, Jing Liang, Honggang Zhang |
| 2020 | ICPR | Learning to Prune in Training via Dynamic Channel Propagation. | Shibo Shen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Yugeng Zhou |
| 2020 | MOBICOM | The implementation of stigmergy in network-assisted multi-agent system. | Kun Chen, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang |
| 2019 | GLOBECOM | GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. | Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Xianfu Chen |
| 2019 | MOBICOM | Demo: The Design and Implementation of Intelligent Software Defined Security Framework. | Shasha Zhang, Shuyu Song, Fan Yang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang |
| 2018 | VTC | Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory. | Yuxiu Hua, Zhifeng Zhao, Zhiming Liu, Xianfu Chen, Rongpeng Li, Honggang Zhang |
| 2017 | VTC | A Tomography of Full-Duplex Cellular Networks. | Rongpeng Li, Wei Quan, Yan Chen, Yiqun Wu |
| 2017 | VTC | On the Emerging of Scaling Law, Fractality and Small-World in Cellular Networks. | Chao Yuan, Zhifeng Zhao, Rongpeng Li, Meng Li, Honggang Zhang |
| 2017 | VEHITS | Global Energy Management for Propulsion, Thermal Management System of A Series-parallel Hybrid Electric Vehicle . | Xiaoxia Sun, Chunming Shao, Guozhu Wang, Rongpeng Li, Danhua Niu, Jun Shi |
| 2016 | GLOBECOM | Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications. | Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li |
| 2016 | PIMRC | Binary power control for full-duplex networks. | Rongpeng Li, Yan Chen, Yiqun Wu |
| 2016 | VTC | Characterizing and Modeling Social Mobile Data Traffic in Cellular Networks. | Chen Qi, Zhifeng Zhao, Rongpeng Li, Honggang Zhang |
| 2015 | GLOBECOM | Energy Efficiency Analysis of Heterogeneous Cellular Networks with Downlink and Uplink Decoupling. | Xianzhong Sui, Zhifeng Zhao, Rongpeng Li, Honggang Zhang |
| 2014 | PIMRC | Service-oriented cross-layer management for software-defined cellular networks. | Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Honggang Zhang |
| 2014 | PIMRC | Two-tier spatial modeling of base stations in cellular networks. | Yifan Zhou, Zhifeng Zhao, Qianlan Ying, Rongpeng Li, Xuan Zhou, Honggang Zhang |
| 2012 | GLOBECOM | Energy saving through a learning framework in greener cellular radio access networks. | Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Honggang Zhang |