RESEARCH NOTEBOOK / PAPER PROJECTS
Paper projects
Project pages for the papers, experiments, and artifacts that shape my work on efficient AI.
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Featured project
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Beyond Distribution Matching: Selective Margin Preservation for Supervised Fine-Tuning
SRP-SFT preserves selected teacher-preferred non-target margins with a one-sided hinge, improving reasoning and code scores without forcing exact distribution matching.
Qwen3-4B · UltraFeedback · seed 1234
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Glance, then Select: Evidence-Tempered Visual Token Selection for Extremely Compressed Multimodal LLMs
Glance-ETD lowers encoder cost with a two-pass glance path, then combines supervised evidence with max–min diversity to keep the few visual tokens that answer the question.
Anonymous CVPR submission · strict 5% visual-token budget
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