2 papers
cs.LG2026
From Preference to Reciprocity: Decentralized Matching with Empirically Grounded LLM-agent Based Modeling
Wangxuan Fan, Xiaoyu Nie, Zhoutian Shi +5
Bipartite matching is a fundamental problem in game theory and market design. Classical approaches such as Gale--Shapley assume complete preferences and centralized computation, wh…
cs.CR2026
Harness-MU: A Safe, Governed, and Effective Harness for Multi-User LLM Agents
Wangxuan Fan, Xiaoyu Nie, Zhongxiang Dai
The increasing deployment of large language model (LLM) agents in collaborative workflows demands robust multi-user, multi-principal interaction mechanisms capable of enforcing acc…