Author

Peilin Feng

h-index 4 View on Semantic Scholar

We have 2 of 6 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

BaRe-Mem: Bayesian Reliability Memory for Robust and Adaptive Agent Consultation

BaRe-Mem, an online Bayesian reliability memory for multi-agent consultation, is introduced, an online Bayesian reliability memory for multi-agent consultation that estimates advisor reliability based on the central model's internal belief representations and updates these estimates from historical interactions.

Pei-Lin Feng, Zheng-Yang Huang, Soujanya Poria · 0 citations

Jul 2026

Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

Memory is central to long-horizon LLM agents, yet existing memory systems primarily preserve interaction content rather than modeling which agents can be trusted and under what conditions. This limitation is particularly important in multi-agent systems, where a central model may be unable to directly verify plausible...

Peilin Feng, Suorong Yang, Soujanya Poria · arXiv.org · 0 citations