data synthesis 1future event prediction 1knowledge distillation 1large language models 1temporal reasoning 1
From the 1 of 6 linked papers with an AI index.
1 citations · 1 across the 4 of their papers we have counts for
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cs.AI2026
Distilling Temporal Search and Reasoning: Evolving LLMs for Future Prediction via Harness-Assisted Efficient Data Synthesis
Wanxu Cai, Zhengyu Chen, Huaisheng Zhu +3
The paper introduces a time‑truncation harness that limits temporal information during data synthesis, enabling large language models to perform more effective temporal search and…
cs.AI2026
Position: Universal Time Series Foundation Models Rest on a Category Error
Xilin Dai, Wanxu Cai, Zhijian Xu +1
This position paper argues that the pursuit of "Universal Foundation Models for Time Series" rests on a fundamental category error, mistaking a structural Container for a semantic…