Book
Aug 2026
The second KDD Day on AI Reasoning brings together researchers and practitioners from academia and industry to examine how large language models and foundation models can be made more capable, reliable, interpretable, and efficient.
Jun Huan, James Caverlee, Lei Li et al.
· Proceedings of the 32nd ACM... · 0 citations
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Jul 2026
RG-OPD bridges sparse verifier rewards and dense teacher logits, preserving token-level supervision while filtering misleading teacher signals, and produces stronger distilled students, outperforming both vanilla reverse-KL distillation and the recent TSD-KD baseline.
Mohammad Sadegh Akhondzadeh, Vijay Lingam, Atula Tejaswi et al.
· arXiv.org · 4 citations
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Preprint
Aug 2026
This work proposes AHEAD, a step-aware framework that matches different supervision sources to different step types and solves tasks within tighter interaction budgets than outcome-only RL and prior self-distillation baselines.
Xiaolong Jin, Dingmin Wang, Vijay Lingam et al.
· 1 citation
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Book
Aug 2026
Large language models and foundation models are increasingly embedded in reasoning systems that plan, invoke tools, use memory, gather evidence, and iteratively refine their outputs. The second KDD Day on AI Reasoning brings together researchers and practitioners from academia and industry to examine how these systems...
Jun Huan, James Caverlee, Lei Li et al.
· Proceedings of the 32nd ACM... · 0 citations
Save
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