Papers by Junkun Qiu
Tree-Notebook: A Context-Aware Agent with Tree Search and Entropy-Aware Data Shadow for Interactive Data Science (2026.findings-acl)
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| Challenge: | Experimental results show that Tree-Notebook achieves state-of-the-art (SOTA) performance on InfiAgent-DABench and DSBench. |
| Approach: | They propose an agentic framework that mimics the iterative cognitive process of human data scientists. |
| Outcome: | The proposed framework achieves state-of-the-art (SOTA) performance on InfiAgent-DABench and DSBench. |