Discount Allocation for Benefit Maximization in Social Networks
Chuan-Gen Gao, Shu-Yang Gu, Gui-juan Wang
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Conference
Open access
Sep 2026
Streamlining Long-Chain Reasoning via Differentiable Hierarchical Fusion
Differentiable Hierarchical Fusion is presented, a novel framework that merges reasoning models with efficient base models via differentiable optimization to produce concise, accurate outputs and introduces a dual-factor adaptive weighting mechanism to capture intra-block variance and inter-block importance hierarchies...
Chuan-Gen Gao, Wen-Lun Zhang, Shang-Kun Wang et al.
· Proceedings of the Thirty-Fi... · 0 citations