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Yuzhong Chen

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#machine learning Preprint Aug 2026

Token Signatures of Code: Comparing Coding Behaviors Across Large Language Models

An interactive visual analytics system is developed to navigate the comparison landscape, identify pairs of interest, and drill down into discriminative tokens and their code contexts, as well as defining two new metrics: robustness and concentration.

Jun-Peng Wang, Yuzhong Chen, Menghai Pan et al. · 0 citations
Jun 2026

TAG-DLM: Diffusion Language Models for Text-Attributed Graph Learning

This work proposes method that unifies textual reasoning and graph message passing within a masked diffusion language model, a language model with bidirectional attention and generative decoding that outperforms graph neural networks, graph transformers, and LLM-based baselines on all three TAG benchmarks across two ta...

Lingjie Chen, Yuanchen Bei, Haobo Xu et al. · 1 citation

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