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20232026
most citedEfficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2026

ParamMem: Augmenting Language Agents with Parametric Reflective Memory

Tianjun Yao, Yongqiang Chen, Yujia Zheng +3

Self-reflection enables language agents to iteratively refine solutions, yet often produces repetitive outputs that limit reasoning performance. Recent studies have attempted to ad…

cs.MA2026

HieraMAS: Optimizing Intra-Node LLM Mixtures and Inter-Node Topology for Multi-Agent Systems

Tianjun Yao, Zhaoyi Li, Zhiqiang Shen

Multi-agent systems (MAS) built on large language models (LLMs) have shown strong performance across many tasks. Most existing approaches improve only one aspect at a time, such as…