most citedThink-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation

9 citations · 12 across the 3 of their papers we have counts for

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cs.AI2025

Proof-of-Use: Mitigating Tool-Call Hacking in Deep Research Agents

Shengjie Ma, SHengjie Ma, Chenlong Deng +6

While reinforcement learning (RL) enhances their ability to plan and reason across retrieval steps, we identify a critical failure mode in this setting: Tool-Call Hacking. Unlike e…

cs.AI2024★ 3 cited

Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval

Shengjie Ma, Qi Chu, Jiaxin Mao +3

Determining which legal cases are relevant to a given query involves navigating lengthy texts and applying nuanced legal reasoning. Traditionally, this task has demanded significan…