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2020 – today
- 2024
[j70]Zhilin Lu
, Rongpeng Li, Kun Lu, Xianfu Chen, Ekram Hossain, Zhifeng Zhao, Honggang Zhang:
Semantics-Empowered Communications: A Tutorial-Cum-Survey. IEEE Commun. Surv. Tutorials 26(1): 41-79 (2024)- [j69]Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao:
RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning. IEEE Internet Things J. 11(14): 25227-25238 (2024) - [j68]Yang Yang, Jianjun Wu, Tianjiao Chen, Chenghui Peng, Jun Wang, Juan Deng, Xiaofeng Tao, Guangyi Liu, Wenjing Li, Li Yang, Yufeng He, Tingting Yang, A. Hamid Aghvami, Frank Eliassen, Schahram Dustdar, Dusit Niyato, Wanfei Sun, Yang Xu, Yannan Yuan, Jiang (Linda) Xie, Rongpeng Li, Cuiqin Dai:
Task-Oriented 6G Native-AI Network Architecture. IEEE Netw. 38(1): 219-227 (2024) - [j67]Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang:
NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services. IEEE Netw. 38(6): 404-413 (2024) - [j66]Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao:
Semantics-Enhanced Temporal Graph Networks for Content Popularity Prediction. IEEE Trans. Mob. Comput. 23(8): 8478-8492 (2024) - [j65]Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles. IEEE Trans. Veh. Technol. 73(2): 1582-1596 (2024) - [j64]Yuntao Liu, Qian Huang, Rongpeng Li, Xianfu Chen, Zhifeng Zhao, Shuyuan Zhao, Yongdong Zhu, Honggang Zhang:
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception. IEEE Trans. Veh. Technol. 73(9): 12556-12569 (2024) - [j63]Ruoqi Wen, Jiahao Huang, Rongpeng Li, Guoru Ding, Zhifeng Zhao:
Multi-Agent Probabilistic Ensembles With Trajectory Sampling for Connected Autonomous Vehicles. IEEE Trans. Veh. Technol. 73(11): 16076-16091 (2024) - [j62]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning With Efficient Communication. IEEE Trans. Wirel. Commun. 23(1): 507-528 (2024) - [c50]Zhilin Lu, Rongpeng Li, Zhifeng Zhao, Jianhua Liu, Ming Lei, Honggang Zhang:
Multiple Gradient Descent-based Reinforcement Learning for Multi-Task Semantic Broadcast Communication. MobiHoc 2024: 416-421 - [c49]Qinyu Wang, Chan Wang, Rongpeng Li, Hanyu Wei, Minjian Zhao:
Continual MARL-assisted Traffic-Adaptive GC-MAC Protocol for Task-Driven Directional MANETs. VTC Fall 2024: 1-6 - [i58]Fei Ni, Bingyan Wang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Interplay of Semantic Communication and Knowledge Learning. CoRR abs/2402.03339 (2024) - [i57]Fei Ni, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ. CoRR abs/2403.11542 (2024) - [i56]Xiaoxue Yu, Xingfu Yi, Rongpeng Li, Fei Wang, Chenghui Peng, Zhifeng Zhao, Honggang Zhang:
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G. CoRR abs/2405.03372 (2024) - [i55]Yuxuan Chen, Rongpeng Li, Xiaoxue Yu, Zhifeng Zhao, Honggang Zhang:
Adaptive Layer Splitting for Wireless LLM Inference in Edge Computing: A Model-Based Reinforcement Learning Approach. CoRR abs/2406.02616 (2024) - 2023
- [j61]Fei Ni, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
EEG Signal-Assisted Algebraic Topological Feature-Enhanced Deep Neural Networks for Gestalt Illusory Contour Perception. IEEE Access 11: 96029-96042 (2023) - [j60]Yuntao Liu, Daoxun Li, Rongpeng Li, Zhifeng Zhao, Yongdong Zhu, Honggang Zhang:
Secure and Efficient Stigmergy-Empowered Blockchain Framework for Heterogeneous Collaborative Services in the Internet of Vehicles. IEEE Commun. Mag. 61(9): 186-192 (2023) - [j59]Bingyan Wang, Rongpeng Li, Jianhang Zhu, Zhifeng Zhao, Honggang Zhang:
Knowledge Enhanced Semantic Communication Receiver. IEEE Commun. Lett. 27(7): 1794-1798 (2023) - [j58]Hao Zhou, Keren Dai, Xiaochuan Tang, Jianming Xiang, Rongpeng Li, Mingtang Wu, Yangrui Peng, Zhenhong Li:
Time-Series InSAR with Deep-Learning-Based Topography-Dependent Atmospheric Delay Correction for Potential Landslide Detection. Remote. Sens. 15(22): 5287 (2023) - [j57]Xueli Song, Rongpeng Li, Kaiming Wang, Yuntong Bai, Yuzhu Xiao, Yu-Ping Wang:
Joint Sparse Collaborative Regression on Imaging Genetics Study of Schizophrenia. IEEE ACM Trans. Comput. Biol. Bioinform. 20(2): 1137-1146 (2023) - [j56]Jianhang Zhu, Rongpeng Li, Guoru Ding, Chan Wang, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
AoI-Based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. IEEE Trans. Cogn. Commun. Netw. 9(2): 345-358 (2023) - [j55]Hao Zhou, Keren Dai, Saied Pirasteh, Rongpeng Li, Jianming Xiang, Zhenhong Li:
InSAR Spatial-Heterogeneity Tropospheric Delay Correction in Steep Mountainous Areas Based on Deep Learning for Landslides Monitoring. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j54]Kun Lu, Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Jianjun Wu, Honggang Zhang:
Rethinking Modern Communication from Semantic Coding to Semantic Communication. IEEE Wirel. Commun. 30(1): 158-164 (2023) - [c48]Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang:
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. GLOBECOM 2023: 3003-3008 - [c47]Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao:
Semantics-Enhanced Temporal Graph Networks for Content Caching and Energy Saving. ICC 2023: 1724-1729 - [c46]Siyu Tong, Xiaoxue Yu, Rongpeng Li, Kun Lu, Zhifeng Zhao, Honggang Zhang:
Alternate Learning based Sparse Semantic Communications for Visual Transmission. PIMRC 2023: 1-6 - [c45]Jiaolan Fang, Chan Wang, Rongpeng Li, Hanyu Wei, Minjian Zhao:
Matrix Factorization and Deep Autoencoder based Clustering Scheme for Large-scale UAV Networks. VTC2023-Spring 2023: 1-6 - [c44]Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control. VTC2023-Spring 2023: 1-7 - [c43]Wei Geng, Baidi Xiao, Rongpeng Li, Ning Wei, Zhifeng Zhao, Honggang Zhang:
Decomposition-based Multi-Agent Distributional Reinforcement Learning for Task-Oriented UAV Collaboration with Noisy Rewards. WCSP 2023: 342-347 - [c42]Yuming Xiang, Sizhao Li, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication. WCSP 2023: 449-454 - [i54]Jianhang Zhu, Rongpeng Li, Xianfu Chen, Shiwen Mao, Jianjun Wu, Zhifeng Zhao:
Semantics-enhanced Temporal Graph Networks for Content Caching and Energy Saving. CoRR abs/2301.12355 (2023) - [i53]Bingyan Wang, Rongpeng Li, Jianhang Zhu, Zhifeng Zhao, Honggang Zhang:
Knowledge Enhanced Semantic Communication Receiver. CoRR abs/2302.07727 (2023) - [i52]Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles. CoRR abs/2303.13213 (2023) - [i51]Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao:
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning. CoRR abs/2306.00675 (2023) - [i50]Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang:
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services. CoRR abs/2307.06148 (2023) - [i49]Yuming Xiang, Sizhao Li, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Decentralized Adaptive Formation via Consensus-Oriented Multi-Agent Communication. CoRR abs/2307.12287 (2023) - [i48]Yuntao Liu, Qian Huang, Rongpeng Li, Xianfu Chen, Zhifeng Zhao, Shuyuan Zhao, Yongdong Zhu, Honggang Zhang:
Rethinking Collaborative Perception from the Spatial-Temporal Importance of Semantic Information. CoRR abs/2307.16517 (2023) - [i47]Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang:
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. CoRR abs/2308.04198 (2023) - [i46]Siyu Tong, Xiaoxue Yu, Rongpeng Li, Kun Lu, Zhifeng Zhao, Honggang Zhang:
Alternate Learning based Sparse Semantic Communications for Visual Transmission. CoRR abs/2309.16681 (2023) - [i45]Sizhao Li, Yuming Xiang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance. CoRR abs/2311.02912 (2023) - [i44]Wen Tong, Chenghui Peng, Tingting Yang, Fei Wang, Juan Deng, Rongpeng Li, Lu Yang, Honggang Zhang, Dong Wang, Ming Ai, Li Yang, Guangyi Liu, Yang Yang, Yao Xiao, Liexiang Yue, Wanfei Sun, Zexu Li, Wenwen Sun:
Ten issues of NetGPT. CoRR abs/2311.13106 (2023) - [i43]Wei Geng, Baidi Xiao, Rongpeng Li, Ning Wei, Dong Wang, Zhifeng Zhao:
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning. CoRR abs/2312.07025 (2023) - [i42]Xiaoxue Yu, Rongpeng Li, Chengchao Liang, Zhifeng Zhao:
Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles. CoRR abs/2312.10123 (2023) - [i41]Ruoqi Wen, Jiahao Huang, Rongpeng Li, Guoru Ding, Zhifeng Zhao:
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles. CoRR abs/2312.13910 (2023) - 2022
- [j53]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Trustable Policy Collaboration Scheme for Multi-Agent Stigmergic Reinforcement Learning. IEEE Commun. Lett. 26(4): 823-827 (2022) - [j52]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Yong Xiao, Honggang Zhang:
Adaptive Bit Rate Control in Semantic Communication With Incremental Knowledge-Based HARQ. IEEE Open J. Commun. Soc. 3: 1076-1089 (2022) - [j51]Minghao Chen, Rongpeng Li, Jon Crowcroft, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
RAN Information-Assisted TCP Congestion Control Using Deep Reinforcement Learning With Reward Redistribution. IEEE Trans. Commun. 70(1): 215-230 (2022) - [j50]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Stigmergic Independent Reinforcement Learning for Multiagent Collaboration. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4285-4299 (2022) - [j49]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang:
Semantic Communication With Adaptive Universal Transformer. IEEE Wirel. Commun. Lett. 11(3): 453-457 (2022) - [c41]Kun Lu, Rongpeng Li, Honggang Zhang:
Contrastive Monotonic Pixel-Level Modulation. ECCV (15) 2022: 493-510 - [c40]Hanyu Wei, Chan Wang, Rongpeng Li, Minjian Zhao:
Mean-field MARL-based Priority-Aware CSMA/CA Strategy in Large-Scale MANETs. GLOBECOM 2022: 311-316 - [c39]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning. ICC 2022: 80-85 - [c38]Baidi Xiao, Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Demo: Deep Reinforcement Learning for Resource Management in Cellular Network Slicing. INFOCOM Workshops 2022: 1-2 - [c37]Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao:
HFedMTL: Hierarchical Federated Multi-Task Learning. PIMRC 2022: 1-6 - [c36]Jianhang Zhu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction in ICN. WCNC 2022: 1284-1289 - [i40]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Communication-Efficient Consensus Mechanism for Federated Reinforcement Learning. CoRR abs/2201.12718 (2022) - [i39]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Yong Xiao, Honggang Zhang:
Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ. CoRR abs/2203.06634 (2022) - [i38]Kun Lu, Rongpeng Li, Honggang Zhang:
Contrastive Monotonic Pixel-Level Modulation. CoRR abs/2207.11517 (2022) - [i37]Jianhang Zhu, Rongpeng Li, Guoru Ding, Chan Wang, Jianjun Wu, Zhifeng Zhao, Honggang Zhang:
AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching. CoRR abs/2208.08606 (2022) - [i36]Zhilin Lu, Rongpeng Li, Kun Lu, Xianfu Chen, Ekram Hossain, Zhifeng Zhao, Honggang Zhang:
Semantics-Empowered Communication: A Tutorial-cum-Survey. CoRR abs/2212.08487 (2022) - 2021
- [j48]Chen Qi, Shibo Shen, Rongpeng Li, Zhifeng Zhao, Qing Liu, Jing Liang, Honggang Zhang:
An efficient pruning scheme of deep neural networks for Internet of Things applications. EURASIP J. Adv. Signal Process. 2021(1): 31 (2021) - [j47]Syed Waqas Haider Shah, Rongpeng Li, Muhammad Mahboob Ur Rahman, Adnan Noor Mian, Waqas Aman, Jon Crowcroft:
Statistical QoS guarantees of a device-to-device link assisted by a full-duplex relay. Trans. Emerg. Telecommun. Technol. 32(11) (2021) - [j46]Jing Pan, Hangguan Shan, Rongpeng Li, Yingxiao Wu, Weihua Wu, Tony Q. S. Quek:
Channel Estimation Based on Deep Learning in Vehicle-to-Everything Environments. IEEE Commun. Lett. 25(6): 1891-1895 (2021) - [j45]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
On the Capacity of Fractal D2D Social Networks with Hierarchical Communications. IEEE Trans. Mob. Comput. 20(6): 2254-2268 (2021) - [j44]Yan Shao, Rongpeng Li, Bing Hu, Yingxiao Wu, Zhifeng Zhao, Honggang Zhang:
Graph Attention Network-Based Multi-Agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network. IEEE Trans. Veh. Technol. 70(10): 10792-10803 (2021) - [c35]Rongpeng Li, Wenliang Liang, Chenghui Peng, Xueli An, Zhifeng Zhao, Honggang Zhang:
Network AI Management & Orchestration: A Federated Multi-task Learning Case. GLOBECOM (Workshops) 2021: 1-6 - [c34]Minghao Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
RAN Information-assisted TCP Congestion Control via DRL with Reward Redistribution. ICC Workshops 2021: 1-7 - [c33]Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Graph Attention Network-based DRL for Network Slicing Management in Dense Cellular Networks. WCNC 2021: 1-6 - [i35]Jianjun Wu, Rongpeng Li, Xueli An, Chenghui Peng, Zhe Liu, Jon Crowcroft, Honggang Zhang:
Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms. CoRR abs/2103.02823 (2021) - [i34]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication. CoRR abs/2103.13026 (2021) - [i33]Rongpeng Li:
Fundamental Limits of Reinforcement Learning in Environment with Endogeneous and Exogeneous Uncertainty. CoRR abs/2106.08477 (2021) - [i32]Yan Shao, Rongpeng Li, Bing Hu, Yingxiao Wu, Zhifeng Zhao, Honggang Zhang:
Graph Attention Network-based Multi-agent Reinforcement Learning for Slicing Resource Management in Dense Cellular Network. CoRR abs/2108.05063 (2021) - [i31]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang:
Semantic Communication with Adaptive Universal Transformer. CoRR abs/2108.09119 (2021) - [i30]Kun Lu, Rongpeng Li, Xianfu Chen, Zhifeng Zhao, Honggang Zhang:
Reinforcement Learning-powered Semantic Communication via Semantic Similarity. CoRR abs/2108.12121 (2021) - 2020
- [j43]Anna Dai, Zhifeng Zhao, Rongpeng Li, Honggang Zhang, Yugeng Zhou:
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. IEEE Access 8: 28385-28394 (2020) - [j42]Rongpeng Li, Chujie Wang, Zhifeng Zhao, Rongbin Guo, Honggang Zhang:
The LSTM-Based Advantage Actor-Critic Learning for Resource Management in Network Slicing With User Mobility. IEEE Commun. Lett. 24(9): 2005-2009 (2020) - [j41]Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Honggang Zhang:
GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. IEEE J. Sel. Areas Commun. 38(2): 334-349 (2020) - [j40]Yan Shao, Zhifeng Zhao, Rongpeng Li, Yugeng Zhou:
Target detection for multi-UAVs via digital pheromones and navigation algorithm in unknown environments. Frontiers Inf. Technol. Electron. Eng. 21(5): 796-808 (2020) - [j39]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Study on Base Station Topology in National Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics. IEEE Syst. J. 14(2): 2202-2213 (2020) - [j38]Gang Wang, Yi Zhong, Rongpeng Li, Xiaohu Ge, Tony Q. S. Quek, Guoqiang Mao:
Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks. IEEE Trans. Commun. 68(11): 7083-7097 (2020) - [j37]Rongpeng Li, Zhifeng Zhao, Xing Xu, Fei Ni, Honggang Zhang:
The Collective Advantage for Advancing Communications and Intelligence. IEEE Wirel. Commun. 27(4): 96-102 (2020) - [c32]Shibo Shen, Rongpeng Li, Zhifeng Zhao, Qing Liu, Jing Liang, Honggang Zhang:
Efficient Deep Structure Learning for Resource-Limited IoT Devices. GLOBECOM 2020: 1-6 - [c31]Shibo Shen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Yugeng Zhou:
Learning to Prune in Training via Dynamic Channel Propagation. ICPR 2020: 939-945 - [c30]Kun Chen, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang:
The implementation of stigmergy in network-assisted multi-agent system. MobiCom 2020: 68:1-68:2 - [c29]Kun Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
The Implementation of Asynchronous Advantage Actor-Critic with Stigmergy in Network-assisted Multi-agent System. WCSP 2020: 1082-1087 - [c28]Anna Dai, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Graph Convolutional Multi-Agent Reinforcement Learning for UAV Coverage Control. WCSP 2020: 1106-1111 - [c27]Bingying Su, Rongpeng Li, Honggang Zhang:
Evolving Deep Convolutional Neural Network for Intrusion Detection Based on NEAT. WPMC 2020: 1-6 - [i29]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
On the Capacity of Fractal D2D Social Networks with Hierarchical Communications. CoRR abs/2002.12161 (2020) - [i28]Lian Cao, Rongpeng Li, Jon Crowcroft, Zhifeng Zhao, Honggang Zhang:
Intelligent Slicing of Radio Resource Control Layer for Cellular IoT: Design and Implementation. CoRR abs/2004.06935 (2020) - [i27]Shibo Shen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Yugeng Zhou:
Learning to Prune in Training via Dynamic Channel Propagation. CoRR abs/2007.01486 (2020)
2010 – 2019
- 2019
- [j36]Xing Xu, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
Brain-Inspired Stigmergy Learning. IEEE Access 7: 54410-54424 (2019) - [j35]Chujie Wang, Lin Ma, Rongpeng Li, Tariq S. Durrani, Honggang Zhang:
Exploring Trajectory Prediction Through Machine Learning Methods. IEEE Access 7: 101441-101452 (2019) - [j34]Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang:
Deep Learning with Long Short-Term Memory for Time Series Prediction. IEEE Commun. Mag. 57(6): 114-119 (2019) - [j33]Chen Qi, Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Deep Reinforcement Learning With Discrete Normalized Advantage Functions for Resource Management in Network Slicing. IEEE Commun. Lett. 23(8): 1337-1341 (2019) - [j32]Yifan Zhou, Zhifeng Zhao, Chen Qi, Rongpeng Li, Yves Louët, Jacques Palicot, Honggang Zhang:
Multicast scheduling for delay-energy trade-off under bursty request arrivals in cellular networks. IET Commun. 13(11): 1696-1701 (2019) - [j31]Jiaqi Li, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks. IEEE Internet Things J. 6(2): 2093-2102 (2019) - [j30]Rongpeng Li, Zhifeng Zhao, Yi Zhong, Chen Qi, Honggang Zhang:
The Stochastic Geometry Analyses of Cellular Networks With $\alpha$ -Stable Self-Similarity. IEEE Trans. Commun. 67(3): 2487-2503 (2019) - [j29]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Fundamentals on Base Stations in Urban Cellular Networks: From the Perspective of Algebraic Topology. IEEE Wirel. Commun. Lett. 8(2): 612-615 (2019) - [c26]Fan Yang, Shasha Zhang, Shuyu Song, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
A testbed for intelligent software defined security framework. ACM TUR-C 2019: 48:1-48:2 - [c25]Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Xianfu Chen:
GAN-Based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. GLOBECOM 2019: 1-6 - [c24]Chujie Wang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Statistics-Enhanced Destination Prediction Model for Multi-Users Based on Deep Learning. ICCT 2019: 1385-1390 - [c23]Shasha Zhang, Shuyu Song, Fan Yang, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Demo: The Design and Implementation of Intelligent Software Defined Security Framework. MobiCom 2019: 74:1-74:3 - [i26]Anna Dai, Zhifeng Zhao, Honggang Zhang, Rongpeng Li, Yugeng Zhou:
Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group. CoRR abs/1903.00206 (2019) - [i25]Rongpeng Li, Zhifeng Zhao, Xing Hsu, Fei Ni, Honggang Zhang:
The Collective Intelligence for Advancing 6G Communications. CoRR abs/1905.00719 (2019) - [i24]Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, Xianfu Chen:
GAN-based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. CoRR abs/1905.03929 (2019) - [i23]Chen Qi, Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing. CoRR abs/1906.04594 (2019) - [i22]Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration. CoRR abs/1911.12504 (2019) - 2018
- [j28]Changju Kan, Guoru Ding, Qihui Wu, Rongpeng Li, Fei Song:
Robust Relative Fingerprinting-Based Passive Source Localization via Data Cleansing. IEEE Access 6: 19255-19269 (2018) - [j27]Rongpeng Li, Zhifeng Zhao, Qi Sun, Chih-Lin I, Chenyang Yang, Xianfu Chen, Minjian Zhao, Honggang Zhang:
Deep Reinforcement Learning for Resource Management in Network Slicing. IEEE Access 6: 74429-74441 (2018) - [j26]Rongpeng Li, Zhifeng Zhao, Chenyang Yang, Chunming Wu, Honggang Zhang:
Wireless big data in cellular networks: the cornerstone of smart cities. IET Commun. 12(13): 1517-1523 (2018) - [j25]Jiaqi Li, Zhifeng Zhao, Rongpeng Li:
Machine learning-based IDS for software-defined 5G network. IET Networks 7(2): 53-60 (2018) - [c22]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
On the Capacity of D2D Social Networks With Fractal Communications. ICT 2018: 486-492 - [c21]Yuxiu Hua, Zhifeng Zhao, Zhiming Liu, Xianfu Chen, Rongpeng Li, Honggang Zhang:
Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory. VTC Fall 2018: 1-6 - [i21]Yi Zhong, Gang Wang, Rongpeng Li, Tao Han, Xiaohu Ge, Tony Q. S. Quek:
Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks. CoRR abs/1804.06754 (2018) - [i20]Zhifeng Zhao, Rongpeng Li, Qi Sun, Chih-Lin I, Chenyang Yang, Xianfu Chen, Minjian Zhao, Honggang Zhang:
Deep Reinforcement Learning for Network Slicing. CoRR abs/1805.06591 (2018) - [i19]Jiaqi Li, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
AI-based Two-Stage Intrusion Detection for Software Defined IoT Networks. CoRR abs/1806.02566 (2018) - [i18]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics. CoRR abs/1808.07356 (2018) - [i17]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology. CoRR abs/1809.07681 (2018) - [i16]Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang:
Deep Learning with Long Short-Term Memory for Time Series Prediction. CoRR abs/1810.10161 (2018) - [i15]Xing Hsu, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
Brain-Inspired Stigmergy Learning. CoRR abs/1811.08210 (2018) - 2017
- [j24]Chao Yuan, Zhifeng Zhao, Rongpeng Li, Meng Li, Honggang Zhang:
The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks. IEEE Access 5: 3121-3130 (2017) - [j23]Jiachen Sun, Liang Shen, Guoru Ding, Rongpeng Li, Qihui Wu:
Predictability Analysis of Spectrum State Evolution: Performance Bounds and Real-World Data Analytics. IEEE Access 5: 22760-22774 (2017) - [j22]Zhifeng Zhao, Feng Hong, Rongpeng Li:
SDN Based VxLAN Optimization in Cloud Computing Networks. IEEE Access 5: 23312-23319 (2017) - [j21]Rongpeng Li, Yan Chen, Geoffrey Ye Li, Guangyi Liu:
Full-Duplex Cellular Networks. IEEE Commun. Mag. 55(4): 184-191 (2017) - [j20]Yifan Zhou, Zhifeng Zhao, Rongpeng Li, Honggang Zhang, Yves Louët:
Cooperation-Based Probabilistic Caching Strategy in Clustered Cellular Networks. IEEE Commun. Lett. 21(9): 2029-2032 (2017) - [j19]Zhifeng Zhao, Meng Li, Rongpeng Li, Yifan Zhou:
Temporal-spatial distribution nature of traffic and base stations in cellular networks. IET Commun. 11(16): 2410-2416 (2017) - [j18]Yuansheng Jin, Xiang-Gen Xia, Yan Chen, Rongpeng Li:
Full-Duplex Delay Diversity Relay Transmission Using Bit-Interleaved Coded OFDM. IEEE Trans. Commun. 65(8): 3250-3258 (2017) - [j17]Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li:
Results on Energy- and Spectral-Efficiency Tradeoff in Cellular Networks With Full-Duplex Enabled Base Stations. IEEE Trans. Wirel. Commun. 16(3): 1494-1507 (2017) - [j16]Rongpeng Li, Zhifeng Zhao, Jianchao Zheng, Chengli Mei, Yueming Cai, Honggang Zhang:
The Learning and Prediction of Application-Level Traffic Data in Cellular Networks. IEEE Trans. Wirel. Commun. 16(6): 3899-3912 (2017) - [j15]Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Guoru Ding, Yan Chen, Zhongyao Wang, Honggang Zhang:
Intelligent 5G: When Cellular Networks Meet Artificial Intelligence. IEEE Wirel. Commun. 24(5): 175-183 (2017) - [c20]Lu Fan, Zhifeng Zhao, Chen Qi, Rongpeng Li, Honggang Zhang:
A revisiting to queueing theory for mobile instant messaging with keep-alive mechanism in cellular networks. ICC 2017: 1-6 - [c19]Xiaoxia Sun, Chunming Shao, Guozhu Wang, Rongpeng Li, Danhua Niu, Jun Shi:
Global Energy Management for Propulsion, Thermal Management System of A Series-parallel Hybrid Electric Vehicle . VEHITS 2017: 332-338 - [c18]Rongpeng Li, Wei Quan, Yan Chen, Yiqun Wu:
A Tomography of Full-Duplex Cellular Networks. VTC Spring 2017: 1-7 - [c17]Chao Yuan, Zhifeng Zhao, Rongpeng Li, Meng Li, Honggang Zhang:
On the Emerging of Scaling Law, Fractality and Small-World in Cellular Networks. VTC Spring 2017: 1-7 - [c16]Xiangjun Meng, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
An intelligent honeynet architecture based on software defined security. WCSP 2017: 1-6 - [c15]Haixia Wang, Rongpeng Li, Lu Fan, Honggang Zhang:
Joint computation offloading and data caching with delay optimization in mobile-edge computing systems. WCSP 2017: 1-6 - [c14]Xing Xu, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
A resource scheduling scheme based on utility function in CoMP environment. WCSP 2017: 1-6 - [i14]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
On the Capacity of Fractal Wireless Networks With Direct Social Interactions. CoRR abs/1705.09751 (2017) - [i13]Jiaqi Li, Zhifeng Zhao, Rongpeng Li:
A Machine Learning Based Intrusion Detection System for Software Defined 5G Network. CoRR abs/1708.04571 (2017) - [i12]Ying Chen, Rongpeng Li, Zhifeng Zhao, Honggang Zhang:
On the Capacity of Wireless Networks with Fractal and Hierarchical Social Communications. CoRR abs/1708.04585 (2017) - [i11]Rongpeng Li, Zhifeng Zhao, Yi Zhong, Chen Qi, Honggang Zhang:
The Stochastic Geometry Analyses of Cellular Networks with α-Stable Self-Similarity. CoRR abs/1709.05733 (2017) - [i10]Yuxiu Hua, Zhifeng Zhao, Rongpeng Li, Xianfu Chen, Zhiming Liu, Honggang Zhang:
Traffic Prediction Based on Random Connectivity in Deep Learning with Long Short-Term Memory. CoRR abs/1711.02833 (2017) - 2016
- [j14]Xuan Zhou, Rongpeng Li, Tao Chen, Honggang Zhang:
Network slicing as a service: enabling enterprises' own software-defined cellular networks. IEEE Commun. Mag. 54(7): 146-153 (2016) - [c13]Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li:
Energy- and Spectral- Efficiency Tradeoff in Full-Duplex Communications. GLOBECOM Workshops 2016: 1-6 - [c12]Rongpeng Li, Yan Chen, Yiqun Wu:
Binary power control for full-duplex networks. PIMRC 2016: 1-6 - [c11]Chen Qi, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
Characterizing and Modeling Social Mobile Data Traffic in Cellular Networks. VTC Spring 2016: 1-5 - [i9]Rongpeng Li, Yan Chen, Geoffrey Ye Li, Guangyi Liu:
Full-Duplex Cellular Networks: It Works! CoRR abs/1604.02852 (2016) - [i8]Rongpeng Li, Zhifeng Zhao, Jianchao Zheng, Yan Chen, Chengli Mei, Yueming Cai, Honggang Zhang:
The Learning and Prediction of Application-level Traffic Data in Cellular Networks. CoRR abs/1606.04778 (2016) - [i7]Dingzhu Wen, Guanding Yu, Rongpeng Li, Yan Chen, Geoffrey Ye Li:
Energy- and Spectral-Efficiency Tradeoff in Full-Duplex Communications. CoRR abs/1607.03665 (2016) - [i6]Chao Yuan, Zhifeng Zhao, Rongpeng Li, Meng Li, Honggang Zhang:
Not Call Me Cellular Any More: The Emergence of Scaling Law, Fractal Patterns and Small-World in Wireless Networks. CoRR abs/1612.00575 (2016) - 2015
- [j13]Rongpeng Li, Zhifeng Zhao, Chen Qi, Xuan Zhou, Yifan Zhou, Honggang Zhang:
Understanding the Traffic Nature of Mobile Instantaneous Messaging in Cellular Networks: A Revisiting to α-Stable Models. IEEE Access 3: 1416-1422 (2015) - [j12]Yifan Zhou, Zhifeng Zhao, Yves Louët, Qianlan Ying, Rongpeng Li, Xuan Zhou, Xianfu Chen, Honggang Zhang:
Large-Scale Spatial Distribution Identification of Base Stations in Cellular Networks. IEEE Access 3: 2987-2999 (2015) - [j11]Guoru Ding, Jinlong Wang, Qihui Wu, Yu-Dong Yao, Rongpeng Li, Honggang Zhang, YuLong Zou:
On the limits of predictability in real-world radio spectrum state dynamics: from entropy theory to 5G spectrum sharing. IEEE Commun. Mag. 53(7): 178-183 (2015) - [j10]Yifan Zhou, Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Honggang Zhang:
On the α-Stable Distribution of Base Stations in Cellular Networks. IEEE Commun. Lett. 19(10): 1750-1753 (2015) - [j9]Jianchao Zheng, Yueming Cai, Xianfu Chen, Rongpeng Li, Honggang Zhang:
Optimal Base Station Sleeping in Green Cellular Networks: A Distributed Cooperative Framework Based on Game Theory. IEEE Trans. Wirel. Commun. 14(8): 4391-4406 (2015) - [c10]Xianzhong Sui, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
Energy Efficiency Analysis of Heterogeneous Cellular Networks with Downlink and Uplink Decoupling. GLOBECOM 2015: 1-7 - [i5]Guoru Ding, Jinlong Wang, Qihui Wu, Yu-Dong Yao, Rongpeng Li, Honggang Zhang, Yulong Zou:
On the Limits of Predictability in Real-World Radio Spectrum State Dynamics: From Entropy Theory to 5G Spectrum Sharing. CoRR abs/1508.05348 (2015) - 2014
- [j8]Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Jacques Palicot, Honggang Zhang:
The prediction analysis of cellular radio access network traffic: From entropy theory to networking practice. IEEE Commun. Mag. 52(6): 234-240 (2014) - [j7]Rongpeng Li, Zhifeng Zhao, Xuan Zhou, Honggang Zhang:
Energy savings scheme in radio access networks via compressive sensing-based traffic load prediction. Trans. Emerg. Telecommun. Technol. 25(4): 468-478 (2014) - [j6]Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Jacques Palicot, Honggang Zhang:
Understanding the Nature of Social Mobile Instant Messaging in Cellular Networks. IEEE Commun. Lett. 18(3): 389-392 (2014) - [j5]Rongpeng Li, Zhifeng Zhao, Yuan Zhang, Jacques Palicot, Honggang Zhang:
Adaptive multi-task compressive sensing for localisation in wireless local area networks. IET Commun. 8(10): 1736-1744 (2014) - [j4]Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Tao Chen, Zhisheng Niu, Honggang Zhang:
Toward 5G: when explosive bursts meet soft cloud. IEEE Netw. 28(6): 12-17 (2014) - [j3]Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Jacques Palicot, Honggang Zhang:
TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks. IEEE Trans. Wirel. Commun. 13(4): 2000-2011 (2014) - [c9]Gang Wang, Zhifeng Zhao, Jialiang Peng, Rongpeng Li, Honggang Zhang:
An approximate algorithm of controller configuration in multi-domain SDN architecture. ChinaCom 2014: 601-605 - [c8]Qianlan Ying, Zhifeng Zhao, Yifan Zhou, Rongpeng Li, Xuan Zhou, Honggang Zhang:
Characterizing spatial patterns of base stations in cellular networks. ICCC 2014: 490-495 - [c7]Yifan Zhou, Zhifeng Zhao, Qianlan Ying, Rongpeng Li, Xuan Zhou, Honggang Zhang:
Two-tier spatial modeling of base stations in cellular networks. PIMRC 2014: 1570-1574 - [c6]Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Honggang Zhang:
Service-oriented cross-layer management for software-defined cellular networks. PIMRC 2014: 2093-2098 - [c5]Jianchao Zheng, Yueming Cai, Xianfu Chen, Rongpeng Li, Honggang Zhang:
A game-theoretic approach for optimal base station sleeping in green cellular networks. WCSP 2014: 1-6 - [i4]Yifan Zhou, Zhifeng Zhao, Qianlan Ying, Rongpeng Li, Xuan Zhou, Honggang Zhang:
Two-tier Spatial Modeling of Base Stations in Cellular Networks. CoRR abs/1404.1142 (2014) - [i3]Qianlan Ying, Zhifeng Zhao, Yifan Zhou, Rongpeng Li, Xuan Zhou, Honggang Zhang:
Modeling Spatial Distributions of Base Stations in Cellular Networks. CoRR abs/1404.1143 (2014) - [i2]Yifan Zhou, Zhifeng Zhao, Qianlan Ying, Rongpeng Li, Xuan Zhou, Xianfu Chen, Honggang Zhang:
Large-scale Spatial Distribution Identification of Base Stations in Cellular Networks. CoRR abs/1411.2435 (2014) - 2013
- [j2]Xin Tao, Zhifeng Zhao, Rongpeng Li, Jacques Palicot, Honggang Zhang:
Downlink interference minimization in cooperative cognitive LTE-femtocell networks. EURASIP J. Wirel. Commun. Netw. 2013: 194 (2013) - [j1]Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Jacques Palicot, Honggang Zhang:
Human Mobility Patterns in Cellular Networks. IEEE Commun. Lett. 17(10): 1877-1880 (2013) - [c4]Jianxiong Jin, Zhifeng Zhao, Rongpeng Li, Honggang Zhang:
Compressive sensing based overhead reduction scheme in multi-antenna downlink management. WCSP 2013: 1-5 - 2012
- [c3]Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Honggang Zhang:
Energy saving through a learning framework in greener cellular radio access networks. GLOBECOM 2012: 1556-1561 - [c2]Rongpeng Li, Zhifeng Zhao, Yan Wei, Xuan Zhou, Honggang Zhang:
GM-PAB: A grid-based energy saving scheme with predicted traffic load guidance for cellular networks. ICC 2012: 1160-1164 - [c1]Xuan Zhou, Zhifeng Zhao, Rongpeng Li, Yifan Zhou, Honggang Zhang:
The predictability of cellular networks traffic. ISCIT 2012: 973-978 - [i1]Rongpeng Li, Zhifeng Zhao, Xianfu Chen, Jacques Palicot, Honggang Zhang:
TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks. CoRR abs/1211.6616 (2012)
Coauthor Index
[j70] [j67] [j65] [j64] [j62] [c50] [i58] [i57] [i56] [i55] [j61] [j60] [j59] [j56] [j54] [c48] [c46] [c44] [c43] [c42] [i53] [i52] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [j53] [j52] [j51] [j50] [j49] [c41] [c39] [c38] [c36] [i40] [i39] [i38] [i37] [i36] [j48] [j45] [j44] [c35] [c34] [c33] [i35] [i34] [i32] [i31] [i30] [j43] [j42] [j41] [j39] [j37] [c32] [c31] [c30] [c29] [c28] [c27] [i29] [i28] [i27] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [c26] [c25] [c24] [c23] [i26] [i25] [i24] [i23] [i22] [j27] [j26] [c22] [c21] [i20] [i19] [i18] [i17] [i16] [i15] [j24] [j20] [j16] [j15] [c20] [c17] [c16] [c15] [c14] [i14] [i12] [i11] [i10] [j14] [c11] [i8] [i6] [j13] [j12] [j11] [j10] [j9] [c10] [i5] [j8] [j7] [j6] [j5] [j4] [j3] [c9] [c8] [c7] [c6] [c5] [i4] [i3] [i2] [j2] [j1] [c4] [c3] [c2] [c1] [i1]
[j70] [j69] [j67] [j66] [j65] [j64] [j63] [j62] [c50] [i58] [i57] [i56] [i55] [j61] [j60] [j59] [j56] [j54] [c48] [c47] [c46] [c44] [c43] [c42] [i54] [i53] [i52] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i43] [i42] [i41] [j53] [j52] [j51] [j50] [j49] [c39] [c38] [c37] [c36] [i40] [i39] [i37] [i36] [j48] [j45] [j44] [c35] [c34] [c33] [i34] [i32] [i31] [i30] [j43] [j42] [j41] [j40] [j39] [j37] [c32] [c31] [c30] [c29] [c28] [i29] [i28] [i27] [j36] [j34] [j33] [j32] [j31] [j30] [j29] [c26] [c25] [c24] [c23] [i26] [i25] [i24] [i23] [i22] [j27] [j26] [j25] [c22] [c21] [i20] [i19] [i18] [i17] [i16] [i15] [j24] [j22] [j20] [j19] [j16] [j15] [c20] [c17] [c16] [c14] [i14] [i13] [i12] [i11] [i10] [c11] [i8] [i6] [j13] [j12] [j10] [c10] [j8] [j7] [j6] [j5] [j4] [j3] [c9] [c8] [c7] [c6] [i4] [i3] [i2] [j2] [j1] [c4] [c3] [c2] [c1] [i1]
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