Dapeng Li

Orcid: 0000-0002-0749-0001

Affiliations:
  • Shandong University of Science and Technology, China
  • Nanjing University of Posts and Telecommunications, College of Communications and Information Engineering, China
  • Shanghai Jiao Tong University, Department of Electronic Engineering, China (PhD 2010)


According to our database1, Dapeng Li authored at least 116 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Monocular Depth Estimation via Self-Supervised Self-Distillation.
Sensors, July, 2024

Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2024

Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning.
CoRR, 2024

Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Codebook Design for Beamforming in Near-Field Cylindrical Antenna Array Systems.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Unsupervised deep consistency learning adaptation network for cardiac cross-modality structural segmentation.
Medical Biol. Eng. Comput., October, 2023

A histogram-driven generative adversarial network for brain MRI to CT synthesis.
Knowl. Based Syst., October, 2023

Robust Discriminant Subspace Clustering With Adaptive Local Structure Embedding.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Distributed Robust Bandits With Efficient Communication.
IEEE Trans. Netw. Sci. Eng., 2023

Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach.
CoRR, 2023

Stackelberg Decision Transformer for Asynchronous Action Coordination in Multi-Agent Systems.
CoRR, 2023

From Explicit Communication to Tacit Cooperation: A Novel Paradigm for Cooperative MARL.
CoRR, 2023

Style Miner: Find Significant and Stable Explanatory Factors in Time Series with Constrained Reinforcement Learning.
CoRR, 2023

Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2023

Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2023

Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Beam Training and Power Allocation in Near-Field NOMA Systems Based on DRL.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Resource Allocation for Multi-cell Semantic Communication based on Deep Reinforcement Learning.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Multi-cell MIMO Semantic Communication based Distributed Training.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Uplink NOMA Semantic Communications: Semantic Reconstruction for SIC.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Consensus Learning for Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Message Passing-Based mmWave MIMO-NOMA With User Grouping and Power Allocation.
IEEE Trans. Veh. Technol., 2022

Temporal-Spatial Collaborative Mobile Edge Caching With User Satisfaction Awareness.
IEEE Trans. Netw. Sci. Eng., 2022

DSLN: Dual-tutor student learning network for multiracial glaucoma detection.
Neural Comput. Appl., 2022

MFAUNet: Multiscale feature attentive U-Net for cardiac MRI structural segmentation.
IET Image Process., 2022

Consensus Learning for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2022

Efficient Cooperation Strategy Generation in Multi-Agent Video Games via Hypergraph Neural Network.
CoRR, 2022

MMNet: A multi-scale deep learning network for the left ventricular segmentation of cardiac MRI images.
Appl. Intell., 2022

CNN-BiLSTM-based Learnable Viterbi Signal Detection without Channel State Information.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Hybrid Multiple Access Resource Allocation based on Multi-agent Deep Transfer Reinforcement Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Joint Data and Model Driven Channel-Free Signal Detection based Learned Factor Graph.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Policy Generation in Multi-agent Systems via Hypergraph Neural Network.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Multi-Agent Hyper-Attention Policy Optimization.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Context-and-Social-Aware Online Beam Selection for mmWave Vehicular Communications.
IEEE Internet Things J., 2021

SVM-based online learning for interference-aware multi-cell mmWave vehicular communications.
IET Commun., 2021

Pilot-Assisted SIMO-NOMA Signal Detection With Learnable Successive Interference Cancellation.
IEEE Commun. Lett., 2021

Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions.
CoRR, 2021

SIDE: I Infer the State I Want to Learn.
CoRR, 2021

Pricing for Using Operator Platforms with Sharing Edge Services.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Learning to Coordinate via Multiple Graph Neural Networks.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020
Collaborative Online Edge Caching With Bayesian Clustering in Wireless Networks.
IEEE Internet Things J., 2020

Adaptive SVM-based Beam Allocation for MmWave Small Cell Networks.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Cross-Layer Data Driven Beam Selection for mmWave Vehicular Communications.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Multi-dimensional Data-driven Mobile Edge Caching with Dynamic User Preference.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Multi-agent DRL-Based Resource Allocation in Downlink Multi-cell OFDMA System.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

2019
A Cellular Backhaul Virtualization Market Design for Green Small-Cell Networks.
IEEE Trans. Green Commun. Netw., 2019

Kernel-based MinMax clustering methods with kernelization of the metric and auto-tuning hyper-parameters.
Neurocomputing, 2019

Vehicle Accident Risk Prediction Based on AdaBoost-SO in VANETs.
IEEE Access, 2019

Power Allocation with Buffer Constraint for Distributed Antenna System in High-Speed Railway Scenarios.
Proceedings of the 28th Wireless and Optical Communications Conference, 2019

Performance Evaluation of LTE-R System with Mobile Relay for Differentiated Services.
Proceedings of the 28th Wireless and Optical Communications Conference, 2019

Deep MIMO Detection Scheme for High-Speed Railways with Wireless Big Data.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Dynamic Pricing of Edge Cooperative Offloading Using a Simple Heuristic.
Proceedings of the ICIT 2019, 2019

Location-Fair Based mmWave Stable Beamforming Scheme for High Speed Railway.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2019

Performance Evaluation of LTE-R System for Coexisting Macro User and Railway Networks.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2019

Machine Learning Based Handover Performance Improvement for LTE-R.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2019

QoE Optimization for Traffic Offloading from LTE to WiFi.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Experimental Demonstration of Wireless Multi-relay Transmission Based on USRP Platform.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Performance Evaluation of E-IoT of the Grid Company with Dedicated and Public Service Classification.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Constructing an E-IoT System for Electric Company by Using 230MHz Band: A Case Study.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Adaptive Beamforming Scheme with Service Quality Assurance for Vehicle Communications Using Map Data.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

RNN-Based C/U-Plane Decoupled HSR Wireless Network handover mechanism for QoS improvement on Control Plane.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

2018
A Connectivity-Based Multi-Lane Routing Optimization Algorithm in Vehicular Communication.
Wirel. Pers. Commun., 2018

Energy-efficient power allocation for multi-user MIMO systems with GZI precoding.
Int. J. Commun. Syst., 2018

Secrecy Rate Optimization in Wireless Multi-Hop Full Duplex Networks.
IEEE Access, 2018

Integrating Distributed Grids With Green Cellular Backhaul: From Competition to Cooperation.
IEEE Access, 2018

Joint Access Spectrum and Backhaul Energy Allocation for Green Cognitive Heterogeneous Networks.
IEEE Access, 2018

Location information Aided Massive-MIMO Beam Domain Precoding for Next Generation Railway Mobile Communications.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Energy-Efficient Power Allocation with Buffer Constraint for High-Speed Railway.
Proceedings of the IEEE International Conference on Communication Systems, 2018

Renewable Energy Powered IoT Data Traffic Aggregation for Edge Computing.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Renewable Energy-Aware IoT Data Aggregation for Fog Computing.
Proceedings of the Communications, Signal Processing, and Systems, 2018

2017
Environment-Driven Opportunity Forwarding Cross-Layer Optimization for Ubiquitous Wireless Networks.
Wirel. Pers. Commun., 2017

M2M Access With Dynamic Cognitive Virtual Operators: A Data Aggregator's Perspective.
IEEE Access, 2017

Resource Management in Vehicular Ad Hoc Networks: Multi-parameter Fuzzy Optimization Scheme.
Proceedings of the 2017 International Conference on Identification, 2017

Energy Efficiency Optimization Based on Context Awareness in Wearable Computing.
Proceedings of the 2017 International Conference on Identification, 2017

Distributed renewable energy allocation for cellular backhaul with price sensitive users.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

A Demand-Aware Transmission Optimization Control Scheme Based on Multichannel Coordination.
Proceedings of the 2017 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2017

Energy Efficiency Maximizing with Power Allocation for Multi-user MIMO Systems Based on GZI Precoding.
Proceedings of the Communications, Signal Processing, and Systems, 2017

Multi-tier ON/OFF Scheduling Algorithm for Small Cell Networks with Renewable Energy.
Proceedings of the Communications, Signal Processing, and Systems, 2017

Joint Energy and Spectrum Allocation for Wireless Networks with Renewable Energy Supply Commonality.
Proceedings of the Communications, Signal Processing, and Systems, 2017

2016
Cross-Layer Cooperative Power Control in Heterogeneous Multihop Networks.
Mob. Inf. Syst., 2016

Decentralized Renewable Energy Pricing and Allocation for Millimeter Wave Cellular Backhaul.
IEEE J. Sel. Areas Commun., 2016

Event Bank based multimedia representation via latent group logistic regression minimization.
Neurocomputing, 2016

Multipath network coding and multicasting for content sharing in wireless P2P networks: A potential game approach.
Comput. Commun., 2016

The establishment of the network connectivity model in VANET.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Energy-saving cross-layer optimization for multihop cognitive networks.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

The join collaborative data offloading and distributed channel selection in wireless networks.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

Cooperative power minimization for the coexistence of heterogeneous multi-hop networks.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016

2015
Research of Resource Optimization Technology Based on Connectivity Probability in Vehicular Network.
Wirel. Pers. Commun., 2015

Multiple Vehicles Collaborative Data Download Protocol via Network Coding.
IEEE Trans. Veh. Technol., 2015

Decentralized Energy Allocation for Wireless Networks With Renewable Energy Powered Base Stations.
IEEE Trans. Commun., 2015

Dynamics of multipath network coding and multicasting in wireless P2P networks.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Optimal energy storage management for microgrids with ON/OFF co-generator: A two-time-scale approach.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Quality-Driven Capacity-Aware Resources Optimization Design for Ubiquitous Wireless Networks.
Wirel. Pers. Commun., 2014

Formation of network coding coalitions for cooperative communications.
IET Networks, 2014

Adaptive mechanism design and game theoretic analysis of auction-driven dynamic spectrum access in cognitive radio networks.
EURASIP J. Wirel. Commun. Netw., 2014

2013
Adaptive Rate Optimal Design for Wireless Heterogeneous Networks: Jointly Congestion Discrimination and Queue Updating.
Wirel. Pers. Commun., 2013

On the Energy Efficiency Optimality of OFDMA for SISO-OFDM Downlink System.
IEEE Commun. Lett., 2013

Dynamic spectrum access for multi-type buyers in cognitive radio networks.
Proceedings of the 22nd Wireless and Optical Communication Conference, 2013

Heterogeneous Networks Community and its bandwidth allocation via public goods game.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

2012
Secondary Access Points Placement in Cognitive Radio Networks: A Spatial Game Model With Power Discrimination.
IEEE Trans. Veh. Technol., 2012

Wireless space network coding for cooperative communications.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

2011
Coalitional Game Theoretic Approach for Secondary Spectrum Access in Cooperative Cognitive Radio Networks.
IEEE Trans. Wirel. Commun., 2011

Dynamic Multi-Band Sharing in Cognitive Radio Networks: A Market Game Approach.
IEICE Trans. Commun., 2011

Throughput-Based Adaptive Resource-Allocation Algorithm for OFDMA Cellular System with Relay Stations.
Proceedings of the Global Communications Conference, 2011

2010
Distributed cooperative diversity methods for wireless ad hoc peer-to-peer file sharing.
IET Commun., 2010

Distributed relay selection over multi-source and multi-relay wireless cooperative networks with selfish nodes.
Comput. Commun., 2010

Relay Assignment and Cooperation Maintenance in Wireless Networks.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

A coalitional game model for cooperative cognitive radio networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

A Market Game for Dynamic Multi-Band Sharing in Cognitive Radio Networks.
Proceedings of IEEE International Conference on Communications, 2010

A Spatial Game for Access Points Placement in Cognitive Radio Networks with Multi-Type Service.
Proceedings of the Global Communications Conference, 2010

2009
Distributed Relay-Source Matching for Cooperative Wireless Networks Using Two-Sided Market Games.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009


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