179 citations · 292 across the 17 of their papers we have counts for
Showing 2026Show all
3 papers · 1 filter
cs.MA2026
Token-Efficient Multi-Agent Collaboration via System One-Guided Computational Division of Labor
Zihan Zhou, Xinzhe Hu, Hanxu Yang +2
Large language model (LLM)-based multi-agent systems (MAS) have become a promising paradigm for complex information-seeking and reasoning tasks by enabling collaborative problem so…
cs.LG2026
Beyond Missing Rates: Rethinking Incomplete Multi-View Clustering with Protocol Divergence
Haolu Liu, Xiyue Wang, Xuanting Xie +2
Incomplete multi-view clustering (IMVC) is typically evaluated by retraining separate models under different missing-view configurations. Evaluations indexed only by nominal missin…
cs.CE2026
The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence
Yuxuan Ye, Jun Han, Ao Hu +7
End-to-end LLM trading agents have moved quickly from research curiosity to a small ecosystem of named systems, including FinCon, FinMem, TradingAgents, FinAgent, QuantAgent, and F…