Xiaohua Xie
2 indexed papers
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2With code
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226
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NLP×1Crypto×1ML×1
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2026
Adaptive Probe-based Steering for Robust LLM Jailbreaking
The paper introduces an adaptive probe-based steering method that significantly improves the robustness and effectiveness of LLM jailbreaking without requiring extra prompts or manual tuning.
GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
GRKV introduces a training-free KV-cache merging method that uses global regression to distribute information from evicted tokens, solving the over-merging problem inherent in span-based retention.
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Papers
cs.CLRecentMay 29, 2026
GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs
Junjie Peng, You Wu, Haoyi Wu, Jialong Han +3 more
GRKV introduces a training-free KV-cache merging method that uses global regression to distribute information from evicted tokens, solving the over-merging problem inherent in span-based retention.
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cs.CRcs.LGRecentMay 19, 2026