Miao Liu
2 indexed papers
Recent (6 mo)
2With code
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2026
ContraFix: Agentic Vulnerability Repair via Differential Runtime Evidence and Skill Reuse
ContraFix is an agentic framework that improves automated vulnerability repair by using differential runtime evidence to pinpoint the root cause of bugs, achieving state-of-the-art performance on major benchmarks.
ElasticTTT: Prior-Preserving Test-Time Tuning for Video Editing
This paper introduces ElasticTTT, a framework to preserve the generative prior in Test-Time Tuning (TTT) of pretrained diffusion models for video editing, preventing Prior Collapse.
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Papers
cs.CVcs.AIEmpiricalRecentJul 23, 2026
ElasticTTT: Prior-Preserving Test-Time Tuning for Video Editing
This paper introduces ElasticTTT, a framework to preserve the generative prior in Test-Time Tuning (TTT) of pretrained diffusion models for video editing, preventing Prior Collapse.
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cs.SEcs.AIcs.CLRecent