Author

Peng-Yu Li

h-index 5 View on Semantic Scholar

We have 3 of 19 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 Nov 2025

Finding Kissing Numbers with Game-theoretic Reinforcement Learning

This work recast this problem as a cooperative matrix-completion game, and train a reinforcement learning system, PackingStar, to solve it, providing an early example of AI-driven progress on a Hilbert-calibre problem, showing how reinforcement learning advances mathematical discovery by unlocking more expressive objec...

Cheng-Dong Ma, Th'eo Tao Zhaowei, Peng-Yu Li et al. · arXiv.org · 4 citations · ⚡1

Preprint Aug 2026

QUMem: Personalized Memory for Query-Conditioned User-State Inference in LLM Agents

A structured memory framework for query-conditioned user-state inference for long-term personalization that achieves state-of-the-art performance on both PersonaMem and KnowU-Bench, demonstrating the effectiveness of query-conditioned user-state inference for long-term personalization.

Heng Wang, Yifei Li, Lingling Zhang et al. · 0 citations

Preprint Aug 2026

GLaQ: Grounding Latent Queries in Visual Evidence for Multimodal Reasoning

GLaQ, a grounded latent-query framework that replaces sequential latent rollout with a fixed set of context-conditioned queries grounded in the original visual tokens, is introduced, suggesting that direct query-to-image grounding can recover localized evidence from the full image without external visual operations or...

Ze-Sheng Yang, Lingling Zhang, Xinyu Zhang et al. · 1 citation