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20232026
most citedOver-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions

2 citations · 2 across the 8 of their papers we have counts for

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cs.AI2026

Adaptive Power Sampling for LLM Reasoning

Bingnan Xiao, Chenhao Yang, Bingcong Li +2

Sequence-level power sampling has recently emerged as a training-free approach to reasoning by sampling from a sharpened output distribution of a base large language model (LLM). N…

cs.AI2026

Agentic AI for Bilevel Long-Term Optimization of Policy-Driven Physical Layer Systems

Bingnan Xiao, Chenhao Yang, Wei Ni +2

Network operators' changing policies, service requirements, and stringent real-time constraints render existing methods designed with fixed objectives and constraints ineffective.…