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Author

Junbo Zhao

2 papers indexed here

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FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data

FEAT replaces quadratic attention with a multi-layer dual-axis encoding architecture and integrates an adaptive-fusion bidirectional state-space model (AFBM) with convolutional gated linear attention (Conv-GLA), enabling cross-tuple contextualization in O(N) time while supporting permutation-invariant representation le...

Zhen Song, Tang Qian, Lu-Lu Chen et al. · 1 citation
Jul 2026

BridgeAlign: Bridging Preference Alignment for Humanities and Social Sciences

Aligning over 210k synthetic preference samples, BridgeAlign enables Qwen3-8B to achieve the best average across 17 benchmarks against 11 strong baselines, leading on both human-preference and knowledge-based capabilities at once, with no trade-off between them.

Ru Peng, Haokai Xu, Xijun Gu et al. · 0 citations

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