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Showing papers from Qihoo 360 Show all papers

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NeurIPS 2026Qihoo 360Qiyuan TechTsinghuaMiniMaxPekingInstruction tuning

Beyond Parameter Arithmetic: Sparse Complementary Fusion for Distribution-Aware Model Merging

SCF-RKL merges models via sparse, reverse-KL-guided updates that reduce interference and stabilize generation across 24 benchmarks.

Weihong Lin, Lin Sun, Qilong Shi, Aomufei Yuan and 5 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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12/20 AI panelreviewers recommend it

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AI panel: 12 of 20 reviewers recommend it
lenient 4/5
medium 7/10
strict 1/5
86%Must read
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NeurIPS 2026PekingQihoo 360FudanThe Chinese University of HongKoShanghai Artificial IntelligenceRL for LLMs

Leveraging Error Diversity in Group Rollouts for Reinforcement Learning

RLVR discards group error diversity, but shaping penalties by intra-group error diversity improves training; EDAS boosts DAPO by 6.29 points on math benchmarks.

Wenpu Liu, Yuqi Xu, Weichu Xie, Yongfu Zhu and 7 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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14/20 AI panelreviewers recommend it

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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 1/5