Kin Leung
Professor
Applies machine learning to the design, control and management of communication, computing and quantum networks, including distributed learning at the network edge.
Kin Leung's lab at Imperial works on signal processing & information theory and distributed, cloud & edge systems. 22 papers since 2023, mostly ICC. Applications close .
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 0%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 3 papers2026 · T1 0 · collecting
- 10 papers2025 · T1 0
- 3 papers2024 · T1 0
- 6 papers2023 · T1 0
T1 venuesOtherVenues: ICC
Research focuspaper titles that use each topic's words
- Distributed, cloud & edge systems10 papers
- quantum10 papers
- Signal processing & information theory1 paper
- distributed learning0 papers
- applies machine0 papers
Paper list
From DBLP.
20263 papers
202510 papers
- IEEE Trans. Netw.AdaptSFL: Adaptive Split Federated Learning in Resource-Constrained Edge Networks (opens in a new tab)
- QCEDistributed Quantum Neural Networks on Distributed Photonic Quantum Computing (opens in a new tab)
- INFOCOM WKSHPSDRL-based Dolph-Tschebyscheff Beamforming in Downlink Transmission for Mobile Users (opens in a new tab)
- QCEEntanglement-Efficient Distribution of Quantum Circuits Over Large-Scale Quantum Networks (opens in a new tab)
- MILCOMGNN-Enabled Reinforcement Learning for Robust Task Admission and Routing in IoBT Environments (opens in a new tab)
- Comput. NetworksMulti-policy reinforcement learning for network resource allocation with periodic behaviors (opens in a new tab)
- GC WorkshopsQuantum Machine Learning for UAV Swarm Intrusion Detection (opens in a new tab)
- ISCASResource-Efficient Compilation of Distributed Quantum Circuits for Solving Large-Scale Wireless Communication Network Problems (opens in a new tab)
- QAISpecial-Unitary Parameterization for Trainable Variational Quantum Circuits (opens in a new tab)
- IWCMCToward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers (opens in a new tab)
20243 papers
- IEEE/ACM Trans. Netw.Ensuring Threshold AoI for UAV-Assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning With Transformer (opens in a new tab)
- QCEGeneralised Circuit Partitioning for Distributed Quantum Computing (opens in a new tab)
- QCENoise-Aware Distributed Quantum Approximate Optimization Algorithm on Near-Term Quantum Hardware (opens in a new tab)
20236 papers
- IEEE Trans. Mob. Comput.Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning (opens in a new tab)
- MILCOMLearning Technique to Solve Periodic Markov Decision Process for Network Resource Allocation (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.Model Pruning Enables Efficient Federated Learning on Edge Devices (opens in a new tab)
- ICC WorkshopReinforcement Learning for Resource Allocation with Periodic Traffic Patterns (opens in a new tab)
- IEEE Trans. Netw. Serv. Manag.Resource Sharing in the Edge: A Distributed Bargaining-Theoretic Approach (opens in a new tab)
- IEEE Trans. Cogn. Commun. Netw.Use Coupled LSTM Networks to Solve Constrained Optimization Problems (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
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.
Similar labsnearest by research summary
- SGNTU
Chai Kiat Yeo
- Time series, anomaly & spatio-temporal data
- USUCSD
Arya Mazumdar
- Learning theory & optimization
- GBUCL
Maria Perez Ortiz
- Language & society
- GBOxford
Xiaowen Dong
- Signal processing & information theory
- GBCambridge
Hatice Gunes
- Social computing & responsible AI
- CNTsinghua
Shuran Zheng
- Reasoning & neuro-symbolic AI
Your notes
Save this lab to keep notes.
Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
Imperialcloses