2 citations · 2 across the 5 of their papers we have counts for
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cs.AI2026
Revealing Safety-Critical Scenarios for UTM via Transformer
Huaze Tang, Bill Zeng, Chao Wang +3
Unmanned Traffic Management (UTM) systems are cloud-based platforms designed to manage and coordinate multiple aerial vehicles remotely. UTM systems are safety-critical which canno…
cs.AI2026
Process Advantage Signal Shaping: A Paradigm-Agnostic Middleware for Process-Supervised RL in LLM Reasoners
Chao Wang, Hongtao Tian, Tao Yang +3
Group Relative Policy Optimization (GRPO) is a default recipe for process-supervised reinforcement learning of LLM reasoners, and dense process supervision -- via learned process r…
cs.AI2026★ 2 cited
RUMAD: Reinforcement-Unifying Multi-Agent Debate
Chao Wang, Han Lin, Huaze Tang +2
Multi-agent debate (MAD) systems leverage collective intelligence to enhance reasoning capabilities, yet existing approaches struggle to simultaneously optimize accuracy, consensus…