Geoffrey Li
Professor
Uses deep learning to improve wireless networks, including semantic communications, and designs networks to serve AI applications.
Geoffrey Li's lab at Imperial works on signal processing & information theory. 127 papers since 2023, 7 at top venues, mostly ICC and TPAMI. 3 PhD students. 2 alumni. Applications close .
At a glance
- papers, 2023–2026
- 33/ year
- at T1 venues
- 6%
- PhD students
- 3
- MS students
- 0
- alumni listed
- 2
Papers by yearfrom DBLP, 2023–2026
- 27 papers2026 · T1 3 · collecting
- 31 papers2025 · T1 2
- 36 papers2024 · T1 1
- 33 papers2023 · T1 1
T1 venuesOtherVenues: ICC, TPAMI, GLOBECOM, ICASSP, INFOCOM
Research focuspaper titles that use each topic's words
- communications35 papers
- networks12 papers
- Signal processing & information theory6 papers
- uses deep0 papers
- improve0 papers
Paper list
From DBLP.
202627 papers
- IEEE Trans. Wirel. Commun.Beam Structured Turbo Receiver for HF Skywave Massive MIMO (opens in a new tab)
- TPAMI (T1)Decentralized Federated Learning by Partial Message Exchange (opens in a new tab)
- TPAMI (T1)Decentralized Federated Learning With Distributed Aggregation Weight Optimization (opens in a new tab)
- IEEE Commun. Mag.Efficient Training of Large-Scale AI Models Through Federated Mixture-of-Experts: A System-Level Approach (opens in a new tab)
- ICCEnabling High Error Tolerance in Satellite Video Transmissions by Generative Semantic Communication (opens in a new tab)
- TPAMI (T1)Event-Triggered Gossip for Distributed Learning (opens in a new tab)
- IEEE Trans. Wirel. Commun.Fair SSB Codebook Design for Multi-Cell mmWave MIMO Communications (opens in a new tab)
- IEEE Wirel. Commun. Lett.Federated Multi-Task Semantic Communications With Unified Encoder and Task-Specific Decoders (opens in a new tab)
- IEEE Commun. Surv. TutorialsHardware Impairments in ISAC Systems: A Comprehensive Survey (opens in a new tab)
- IEEE Trans. Cogn. Commun. Netw.Heterogeneous Multi-Agent Reinforcement Learning for Distributed Channel Access in WLANs (opens in a new tab)
- WCNCHF Skywave Massive MIMO Communications with Interference Sparsity-Aware Turbo Receiver (opens in a new tab)
- IEEE Trans. Wirel. Commun.Interference Sparsity-Aware Turbo Receiver for HF Skywave Massive MIMO (opens in a new tab)
202531 papers
- Math. Oper. Res.A 0/1 Constrained Optimization Solving Sample Average Approximation for Chance Constrained Programming (opens in a new tab)
- Appl. Math. Comput.A step function based recursion method for 0/1 deep neural networks (opens in a new tab)
- IEEE Wirel. Commun. Lett.Beam Prediction Based on Large Language Models (opens in a new tab)
- IEEE Trans. Commun.Beam Structured Precoder for HF Skywave Massive MIMO-OFDM Communications With Channel Smoothness Constraint (opens in a new tab)
- ICCBeam Structured Turbo Receiver for HF Skywave Massive MIMO Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.Beam Switching Based Beam Design for High-Speed Train mmWave Communications (opens in a new tab)
- IEEE Commun. Mag.Cooperative Modulation for Symbiotic Radios: Design Methodology, Challenges, and Solutions (opens in a new tab)
- IEEE Trans. Commun.Deep Learning-Based CSI Feedback for RIS-Assisted Multi-User Systems (opens in a new tab)
- IEEE Trans. Very Large Scale Integr. Syst.Deep Learning-Based Performance Testing for Analog Integrated Circuits (opens in a new tab)
- IEEE J. Sel. Areas Commun.Deep Reinforcement Learning-Based Resource Allocation for Hybrid Bit and Generative Semantic Communications in Space-Air-Ground Integrated Networks (opens in a new tab)
- IEEE Commun. Lett.Distillation-Enabled Knowledge Alignment Protocol for Semantic Communication in AI Agent Networks (opens in a new tab)
- IEEE Trans. Signal Process.Distributionally Robust Adaptive Beamforming (opens in a new tab)
202436 papers
- IEEE Trans. Cogn. Commun. Netw.Accretionary Learning With Deep Neural Networks With Applications (opens in a new tab)
- Proc. IEEEAI Empowered Wireless Communications: From Bits to Semantics (opens in a new tab)
- SPAWCAntenna Position Optimization of Sparse Arrays for Near-Field Multiuser Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.Beam Structured Channel Estimation for HF Skywave Massive MIMO-OFDM Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.Beam Structured Signal Detector for HF Skywave Massive MIMO-OFDM Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.Beam Training and Tracking for Extremely Large-Scale MIMO Communications (opens in a new tab)
- TPAMI (T1)Brain-Inspired Image Perceptual Quality Assessment Based on EEG: A QoE Perspective (opens in a new tab)
- MLSPCollaborative Learning for Less Online Retraining of Neural Receivers (opens in a new tab)
- VTC SpringCommunication-Efficient Decentralized Federated Learning via One-Bit Compressive Sensing (opens in a new tab)
- IEEE J. Sel. Top. Signal Process.Compression Ratio Learning and Semantic Communications for Video Imaging (opens in a new tab)
- IEEE Trans. Wirel. Commun.CSI-PPPNet: A One-Sided One-for-All Deep Learning Framework for Massive MIMO CSI Feedback (opens in a new tab)
- IEEE Trans. Wirel. Commun.Deep Learning Aided Low Complex Breadth-First Tree Search for MIMO Detection (opens in a new tab)
202333 papers
- IEEE Netw.6G Network AI Architecture for Everyone-Centric Customized Services (opens in a new tab)
- IEEE Netw.Age of Information, Latency, and Reliability in Intelligent Vehicular Networks (opens in a new tab)
- ICC WorkshopAMP-SBL Unfolding for Wideband MmWave Massive MIMO Channel Estimation (opens in a new tab)
- VTC FallBeam Structured Signal Detection for HF Skywave Massive MIMO Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.Beamspace Channel Estimation for Wideband Millimeter-Wave MIMO: A Model-Driven Unsupervised Learning Approach (opens in a new tab)
- IEEE Trans. Wirel. Commun.Channel Acquisition for HF Skywave Massive MIMO-OFDM Communications (opens in a new tab)
- IEEE Trans. Wirel. Commun.CSI-Fingerprinting Indoor Localization via Attention-Augmented Residual Convolutional Neural Network (opens in a new tab)
- IEEE Trans. Wirel. Commun.Deep Learning Enabled Semantic Communications With Speech Recognition and Synthesis (opens in a new tab)
- IEEE Trans. Commun.Deep Learning-Based Channel Estimation for Wideband Hybrid MmWave Massive MIMO (opens in a new tab)
- IEEE Commun. Lett.Deep MMSE Estimation for Data Detection (opens in a new tab)
- ICCDistributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation (opens in a new tab)
- IEEE Trans. Commun.Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet (opens in a new tab)
Where alumni went2 listed
Apply to Imperial2027 (Apr/Oct)
Computing PhD
- Round
- Round 2 (1 Dec 2026)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- none
Confirmed on the program page.
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