الباحثون

Xinjie He

المنشورات 2

نسخة أولية وصول مفتوح

Continual Graph Memory for Mathematical Research Agents

Junyi Zhang, Jinxi Yu, Eric Hanchen Jiang وآخرون · 2026

Using frontier agent harnesses to tackle mathematical research problems has emerged as an effective means of advancing mathematics. However, solving frontier problems in mathematics may require a massive number of agents working in parallel for extended periods to construct proofs, thereby generating an enormous volume …

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Decision Readouts for Text-Mediated Video Anomaly Detection: An Exploratory Evaluation of Jev and Qwen

Xukui Qin, Youting Wang, Xinjie He وآخرون · 2026

How much does the decision readout matter when video-derived textual evidence is held fixed? We evaluate Jev typed decisions and three Qwen readouts on a sparse development sample of 40 videos and 400 target anchors from UCF-Crime and XD-Violence, each presented as a summary and ordered captions. Each dataset contribut …

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