pith. sign in

Chenghui Peng

Identifiers

  • name variant Chenghui Peng 0.60 · backfill

Papers (20)

  1. LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach cs.AI · 2025 · author #4
  2. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences cs.NI · 2025 · author #18
  3. Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities cs.NI · 2024 · author #17
  4. A Peaceman-Rachford Splitting Approach with Deep Equilibrium Network for Channel Estimation eess.SP · 2024 · author #5
  5. Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G cs.NI · 2024 · author #5
  6. QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network cs.IT · 2024 · author #4
  7. Learning Channel Capacity with Neural Mutual Information Estimator Based on Message Importance Measure cs.IT · 2023 · author #4
  8. Ten issues of NetGPT cs.NI · 2023 · author #2
  9. Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles cs.MA · 2023 · author #4
  10. NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services cs.LG · 2023 · author #4
  11. RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning cs.NI · 2023 · author #3
  12. FedNC: A Secure and Efficient Federated Learning Method with Network Coding cs.LG · 2023 · author #5
  13. Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles cs.MA · 2023 · author #4
  14. FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning cs.LG · 2023 · author #5
  15. ISFL: Federated Learning for Non-i.i.d. Data with Local Importance Sampling cs.LG · 2022 · author #4
  16. 6G Network AI Architecture for Everyone-Centric Customized Services cs.NI · 2022 · author #8
  17. How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning cs.LG · 2021 · author #5
  18. Semantic Communication with Adaptive Universal Transformer cs.CL · 2021 · author #4
  19. Convergence Analysis and System Design for Federated Learning over Wireless Networks cs.LG · 2021 · author #5
  20. Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms cs.NI · 2021 · author #4

Mentions

  • 2412.14538 #17 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2503.04184 #18 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2405.03372 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2410.23752 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2210.02119 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2404.19358 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2307.06148 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2305.03292 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2205.09944 #8 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2312.01546 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2311.13106 #2 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2308.04198 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2306.00675 #3 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2303.13213 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2303.06360 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2112.01039 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2108.09119 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2105.00872 #5 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2103.02823 #4 · arxiv_oai · confidence 0.70 Chenghui Peng
  • 2510.10895 #4 · arxiv_oai · confidence 0.70 Chenghui Peng

Frequent Coauthors