Peizheng Li

77 papers A* 1B 9Journal 47Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latency-aware Human-in-the-Loop Reinforcement Learning for Semantic Communications.
CoRR
Peizheng Li, Xinyi Lin, Adnan Aijaz
2026 J jnl
Sticky-Glance: Robust Intent Recognition for Human Robot Collaboration via Single-Glance.
CoRR
Yuzhi Lai, Shenghai Yuan, Peizheng Li, Andreas Zell
2026 J jnl
Toward Practical Operation of Deep Reinforcement Learning Agents in Real-World Network Management at Open RAN Edges.
IEEE Commun. Mag.
Haiyuan Li, Hari Madhukumar, Peizheng Li, Yuelin Liu, Yiran Teng, Yulei Wu, Ning Wang, Shuangyi Yan, Dimitra Simeonidou
2025 J jnl
A Heuristic-Integrated DRL Approach for Phase Optimization in Large-Scale RISs.
CoRR
Wei Wang, Peizheng Li, Angela Doufexi, Mark A. Beach
2025 J jnl
A Heuristic-Integrated DRL Approach for Phase Optimization in Large-Scale RISs.
IEEE Commun. Lett.
Wei Wang, Peizheng Li, Angela Doufexi, Mark A. Beach
2025 J jnl
A Multi-Year Urban Streetlight Imagery Dataset for Visual Monitoring and Spatio-Temporal Drift Detection.
CoRR
Peizheng Li, Ioannis Mavromatis, Ajith Sahadevan, Tim Farnham, Adnan Aijaz, Aftab Khan
2025 — conf
A Telecom Generative AI Marketplace for 6G Open Networks: Architecture and Early Evaluation.
WMNC
Peizheng Li, Adrián Sánchez-Mompó, Tim Farnham, Aftab Khan, Adnan Aijaz
2025 J jnl
AGO: Adaptive Grounding for Open World 3D Occupancy Prediction.
CoRR
Peizheng Li, Shuxiao Ding, You Zhou, Qingwen Zhang, Onat Inak, Larissa Triess, Niklas Hanselmann, Marius Cordts, Andreas Zell
2025 J jnl
Anomaly detection in offshore open radio access network using long short-term memory models on a novel artificial intelligence-driven cloud-native data platform.
Eng. Appl. Artif. Intell.
Abdelrahim Kasem Ahmad, Peizheng Li, Robert J. Piechocki, Rui Inacio
2025 J jnl
DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention.
Proc. ACM Manag. Data
Hao Yuan, Xin Ai, Qiange Wang, Peizheng Li, Jiayang Yu, Chaoyi Chen, Xinbo Yang, Yanfeng Zhang, Zhenbo Fu, Yingyou Wen, Ge Yu
2025 J jnl
FAM-HRI: Foundation-Model Assisted Multi-Modal Human-Robot Interaction Combining Gaze and Speech.
CoRR
Yuzhi Lai, Shenghai Yuan, Boya Zhang, Benjamin Kiefer, Peizheng Li, Andreas Zell
2025 B conf
FedMapTCS: Communication-Efficient FL Framework with Iterative Magnitude-Based Pruning and Time-Correlated Sparsification.
PIMRC
Robbie Southam, Peizheng Li, Alexander Herzog, Aftab Khan
2025 B conf
Flying Base Stations for Offshore Wind Farm Monitoring and Control: Holistic Performance Evaluation and Optimization.
PIMRC
Xinyi Lin, Peizheng Li, Adnan Aijaz
2025 J jnl
Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations.
CoRR
Adrián Sánchez-Mompó, Ioannis Mavromatis, Peizheng Li, Konstantinos Katsaros, Aftab Khan
2025 J jnl
Green MLOps to Green GenOps: An Empirical Study of Energy Consumption in Discriminative and Generative AI Operations.
Inf.
Adrián Sánchez-Mompó, Ioannis Mavromatis, Peizheng Li, Konstantinos Katsaros, Aftab Khan
2025 — conf
HTB-NASGRU: A Multi-Scale Attention-Guided Framework for Real-Time Ankle Moment Prediction Using IMU Data.
ROBIO
Yuning Yan, Yu Shang, Peizheng Li, Huanyu Deng, Jiaxin Wang, Shijie Guo
2025 J jnl
NetMind+: Adaptive Baseband Function Placement With GCN Encoding and Incremental Maze-Solving DRL for Dynamic and Heterogeneous RANs.
IEEE Trans. Netw. Serv. Manag.
Haiyuan Li, Peizheng Li, Karcius Day Rosario Assis, Juan Marcelo Parra Ullauri, Adnan Aijaz, Shuangyi Yan, Dimitra Simeonidou
2025 — conf
NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective.
SIGMOD Conference Companion
Peizheng Li, Chaoyi Chen, Hao Yuan, Zhenbo Fu, Hang Shen, Xinbo Yang, Qiange Wang, Xin Ai, Yanfeng Zhang, Yingyou Wen, Ge Yu
2025 B conf
RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems.
PIMRC
Xinyi Lin, Peizheng Li, Adnan Aijaz
2025 J jnl
RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems.
CoRR
Xinyi Lin, Peizheng Li, Adnan Aijaz
2025 J jnl
SEER-VAR: Semantic Egocentric Environment Reasoner for Vehicle Augmented Reality.
CoRR
Yuzhi Lai, Shenghai Yuan, Peizheng Li, Jun Lou, Andreas Zell
2025 — conf
Satellite Direct-To-Device from Low Earth Orbit: Techno-Economic Analysis of a Global Non-Terrestrial Network.
WMNC
Adnan Aijaz, Peizheng Li, Sajida Gufran
2025 J jnl
Satellite Direct-to-Device from Low Earth Orbit: Techno-Economic Analysis of a Global Non-Terrestrial Network.
CoRR
Adnan Aijaz, Peizheng Li, Sajida Gufran
2025 J jnl
SpaceDrive: Infusing Spatial Awareness into VLM-based Autonomous Driving.
CoRR
Peizheng Li, Zhenghao Zhang, David Holtz, Hang Yu, Yutong Yang, Yuzhi Lai, Rui Song, Andreas Geiger, Andreas Zell
2025 J jnl
TQD-Track: Temporal Query Denoising for 3D Multi-Object Tracking.
CoRR
Shuxiao Ding, Yutong Yang, Julian Wiederer, Markus Braun, Peizheng Li, Juergen Gall, Bin Yang
2025 — conf
Task-Oriented Connectivity for Networked Robotics with Generative AI and Semantic Communications.
INFOCOM WKSHPS
Peizheng Li, Adnan Aijaz
2025 J jnl
Task-Oriented Connectivity for Networked Robotics with Generative AI and Semantic Communications.
CoRR
Peizheng Li, Adnan Aijaz
2024 J jnl
A distributed multi-robot task allocation method for time-constrained dynamic collective transport.
Robotics Auton. Syst.
Xiaotao Shan, Yichao Jin, Marius Jurt, Peizheng Li
2024 J jnl
Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions.
CoRR
Peizheng Li, Ioannis Mavromatis, Tim Farnham, Adnan Aijaz, Aftab Khan
2024 J jnl
Anomaly Detection in Offshore Open Radio Access Network Using Long Short-Term Memory Models on a Novel Artificial Intelligence-Driven Cloud-Native Data Platform.
CoRR
Abdelrahim Kasem Ahmad, Peizheng Li, Robert J. Piechocki, Rui Inacio
2024 J jnl
BmmW: A DNN-based joint BLE and mmWave radar system for accurate 3D localization with goal-oriented communication.
Pervasive Mob. Comput.
Peizheng Li, Jagdeep Singh, Han Cui, Carlo Alberto Boano
2024 — conf
Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications.
CSCN
Peizheng Li, Xinyi Lin, Adnan Aijaz
2024 J jnl
Building the Self-Improvement Loop: Error Detection and Correction in Goal-Oriented Semantic Communications.
CoRR
Peizheng Li, Xinyi Lin, Adnan Aijaz
2024 B conf
Distributed Sensing, Computing, Communication, and Control Fabric: A Unified Architecture for New 6G Era.
WCNC
Dejan Vukobratovic, Nikolaos G. Bartzoudis, Mona Ghassemian, Firooz B. Saghezchi, Peizheng Li, Adnan Aijaz, Ricardo Martinez, Xueli An, Ranga Rao Venkatesha Prasad, Helge Lüders, Shahid Mumtaz
2024 J jnl
From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks.
CoRR
Haiyuan Li, Hari Madhukumar, Peizheng Li, Yiran Teng, Shuangyi Yan, Dimitra Simeonidou
2024 — conf
Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach.
EuCNC/6G Summit
Emilio Calvanese Strinati, Paolo Di Lorenzo, Vincenzo Sciancalepore, Adnan Aijaz, Marios Kountouris, Deniz Gündüz, Petar Popovski, Mohamed Sana, Photios A. Stavrou, Beatriz Soret, Nicola Cordeschi, Simone Scardapane, Mattia Merluzzi, Lanfranco Zanzi, Mauro Renato Boldi, Tony Q. S. Quek, Nicola di Pietro, Olivier Forceville, Francesca Costanzo, Peizheng Li
2024 J jnl
Large Generative AI Models meet Open Networks for 6G: Integration, Platform, and Monetization.
CoRR
Peizheng Li, Adrián Sánchez-Mompó, Tim Farnham, Aftab Khan, Adnan Aijaz
2024 — conf
Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems.
PerCom Workshops
Jikun Gao, Ioannis Mavromatis, Peizheng Li, Pietro Edoardo Carnelli, Aftab Khan
2024 J jnl
Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems.
CoRR
Jikun Gao, Ioannis Mavromatis, Peizheng Li, Pietro Edoardo Carnelli, Aftab Khan
2024 — conf
Modeling and Analysis of Multi-Line Orders in Multi-Tote Storage and Retrieval Autonomous Mobile Robot Systems.
CASE
Xiaotao Shan, Yichao Jin, Peizheng Li, Koichi Kondo
2024 J jnl
Modeling and Analysis of Multi-Line Orders in Multi-Tote Storage and Retrieval Autonomous Mobile Robot Systems.
CoRR
Xiaotao Shan, Yichao Jin, Peizheng Li, Koichi Kondo
2024 B conf
NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL.
WCNC
Haiyuan Li, Peizheng Li, Karcius Day Assis, Adnan Aijaz, Sen Shen, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou
2024 J jnl
NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL.
CoRR
Haiyuan Li, Peizheng Li, Karcius Day Assis, Adnan Aijaz, Sen Shen, Reza Nejabati, Shuangyi Yan, Dimitra Simeonidou
2024 — conf
Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed.
PerCom Workshops
Peizheng Li, Ioannis Mavromatis, Aftab Khan
2024 J jnl
Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed.
CoRR
Peizheng Li, Ioannis Mavromatis, Aftab Khan
2024 J jnl
SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving.
CoRR
Qingwen Zhang, Yi Yang, Peizheng Li, Olov Andersson, Patric Jensfelt
2024 — conf
SeFlow: A Self-supervised Scene Flow Method in Autonomous Driving.
ECCV (1)
Qingwen Zhang, Yi Yang, Peizheng Li, Olov Andersson, Patric Jensfelt
2023 — conf
A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications.
VTC Fall
Wei Wang, Peizheng Li, Angela Doufexi, Mark A. Beach
2023 J jnl
A DRL-based Reflection Enhancement Method for RIS-assisted Multi-receiver Communications.
CoRR
Wei Wang, Peizheng Li, Angela Doufexi, Mark A. Beach
2023 — conf
BmmW: A DNN-Based Joint BLE and mmWave Radar System for Accurate 3D Localization.
DCOSS-IoT
Peizheng Li, Jagdeep Singh, Han Cui, Carlo Alberto Boano
2023 B conf
Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality.
ICNP
Peizheng Li, Adnan Aijaz, Tim Farnham, Sajida Gufran, Sita Chintalapati
2023 J jnl
Demo: A Digital Twin of the 5G Radio Access Network for Anomaly Detection Functionality.
CoRR
Peizheng Li, Adnan Aijaz, Tim Farnham, Sajida Gufran, Sita Chintalapati
2023 B conf
Demo: Integration of Marketplace for the 5G Open RAN Ecosystem.
ICNP
Tim Farnham, Sajida Gufran, Peizheng Li, Adnan Aijaz
2023 J jnl
Demo: Integration of Marketplace for the 5G Open RAN Ecosystem.
CoRR
Tim Farnham, Sajida Gufran, Peizheng Li, Adnan Aijaz
2023 J jnl
Distributed Sensing, Computing, Communication, and Control Fabric: A Unified Service-Level Architecture for 6G.
CoRR
Dejan Vukobratovic, Nikolaos G. Bartzoudis, Mona Ghassemian, Firooz B. Saghezchi, Peizheng Li, Adnan Aijaz, Ricardo Martinez, Xueli An, Ranga Rao Venkatesha Prasad, Helge Lüders, Shahid Mumtaz
2023 — conf
Open RAN for 5G Supply Chain Diversification: The BEACON-5G Approach and Key Achievements.
CSCN
Adnan Aijaz, Sajida Gufran, Tim Farnham, Sita Chintalapati, Adrián Sánchez-Mompó, Peizheng Li
2023 J jnl
Open RAN for 5G Supply Chain Diversification: The BEACON-5G Approach and Key Achievements.
CoRR
Adnan Aijaz, Sajida Gufran, Tim Farnham, Sita Chintalapati, Adrián Sánchez-Mompó, Peizheng Li
2023 — conf
Open RAN meets Semantic Communications: A Synergistic Match for Open, Intelligent, and Knowledge-Driven 6G.
CSCN
Peizheng Li, Adnan Aijaz
2023 J jnl
Open RAN meets Semantic Communications: A Synergistic Match for Open, Intelligent, and Knowledge-Driven 6G.
CoRR
Peizheng Li, Adnan Aijaz
2023 A* conf
PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird's-Eye View.
IJCAI
Peizheng Li, Shuxiao Ding, Xieyuanli Chen, Niklas Hanselmann, Marius Cordts, Juergen Gall
2023 J jnl
PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird's-Eye View.
CoRR
Peizheng Li, Shuxiao Ding, Xieyuanli Chen, Niklas Hanselmann, Marius Cordts, Juergen Gall
2023 — conf
Standardisation landscape for 6G robotic services.
CSCN
Mona Ghassemian, Dejan Vukobratovic, Christos Papadopoulos, Xueli An, Periklis Chatzimisios, Adnan Aijaz, Peizheng Li, Andres Meseguer Valenzuela, Mohammad Shikh-Bahaei, Albena Mihovska, Nikolaos G. Bartzoudis, Rich Walker, R. Venkatesha Prasad, Firooz B. Saghezchi
2022 J jnl
Bayesian Optimisation-Assisted Neural Network Training Technique for Radio Localisation.
CoRR
Xingchi Liu, Peizheng Li, Ziming Zhu
2022 — conf
Bayesian optimisation-Assisted Neural Network Training Technique for Radio Localisation.
VTC Spring
Xingchi Liu, Peizheng Li, Ziming Zhu
2022 — conf
Federated Meta-Learning for Traffic Steering in O-RAN.
VTC Fall
Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor
2022 J jnl
Federated Meta-Learning for Traffic Steering in O-RAN.
CoRR
Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor
2022 J jnl
RLOps: Development Life-Cycle of Reinforcement Learning Aided Open RAN.
IEEE Access
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
2022 J jnl
Sim2real for Reinforcement Learning Driven Next Generation Networks.
CoRR
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Hakan Erdol, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
2022 — conf
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning.
VTC Fall
Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh
2022 J jnl
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning.
CoRR
Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh
2022 B conf
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model.
PIMRC
Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh
2022 J jnl
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model.
CoRR
Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh
2021 J jnl
Deep Transfer Learning for WiFi Localization.
CoRR
Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert J. Piechocki, Angela Doufexi, Tim Farnham
2021 J jnl
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN.
CoRR
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
2020 — conf
Deep Learning Based Low-light Enhancement and Noise Suppression in USV Imaging System.
ICRAI
Peizheng Li, Caofei Luo, Fumin Wu, Jianan Zheng, Sainan Ma
2020 B conf
Wireless Localisation in WiFi using Novel Deep Architectures.
ICPR
Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert J. Piechocki, Angela Doufexi, Tim Farnham
2020 J jnl
Wireless Localisation in WiFi using Novel Deep Architectures.
CoRR
Peizheng Li, Han Cui, Aftab Khan, Usman Raza, Robert J. Piechocki, Angela Doufexi, Tim Farnham