Xuanting Xie

works on

incompleteness divergence 1 missing data robustness 1 multi-view learning 1 train-once learning 1 transformer architecture 1

From the 1 of 11 linked papers with an AI index.

activity

20242026

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cs.AI2026

Clustering as Reasoning: A $k$ -Means Interpretation of Chain-of-Thought Graph Learning

Xuanting Xie, Zhaochen Guo, Bingheng Li +4

Chain-of-Thought (CoT) prompting has shown promise in enhancing the reasoning capabilities of large language models (LLMs) on text-attributed graphs (TAGs). This work reframes CoT-…

cs.AI2026

GraphReAct: Reasoning and Acting for Multi-step Graph Inference

Xingtong Yu, Zhongwei Kuai, Chang Zhou +6

Reasoning-acting frameworks enhance large language models (LLMs) by interleaving reasoning with actions for dynamic information acquisition. However, extending this paradigm to gra…

Clustering as Reasoning: A k-Means Interpretation of Chain-of-Thought Graph Learning

GraphReAct: Reasoning and Acting for Multi-step Graph Inference

Clustering as Reasoning: A $k$ -Means Interpretation of Chain-of-Thought Graph Learning