47 citations · 58 across the 5 of their papers we have counts for
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cs.AI2026
AdMem: Advanced Memory for Task-solving Agents
Runzhe Wang, Huilin Lu, Shengjie Liu +2
Large Language Models (LLMs) show promise as tool-using agents but remain limited in long-horizon tasks that require remembering, organizing, and reusing knowledge. Prior memory ap…
cs.AI2026★ 2 cited
Insight Agents: An LLM-Based Multi-Agent System for Data Insights
Jincheng Bai, Zhenyu Zhang, Jennifer Zhang +1
Today, E-commerce sellers face several key challenges, including difficulties in discovering and effectively utilizing available programs and tools, and struggling to understand an…
cs.AI2025
Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey
Jason Zhu, Hongyu Li
Large reasoning models (LRMs) like OpenAI o1 and DeepSeek R1 have demonstrated impressive performance on complex reasoning tasks like mathematics and programming with long Chain-of…