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Author

Taolue Chen

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Jul 2026

Defending neural code understanding models by eliminating backdoors

BADERASER is proposed, a novel backdoor defense technique for backdoor elimination in neural code models that introduces code naturalness as an auxiliary constraint and incorporates statistical indicators in trigger inversion to improve the quality of recovered triggers.

Wei Cheng, Yu Zhou, Guang Yang et al. · 0 citations
#artificial intelligence Preprint Jul 2026

SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD

This work demonstrates a full-stack pathway from efficient trillion-parameter model post-training on Ascend infra to domain-specialized Flash models for solver-grounded mathematical modeling, advancing frontier-model systems for complex reasoning.

Dongfang Li, Xiaodong Luo, Ruoyu Sun et al. · 0 citations

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