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Chengyi Cai

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

ICML (2) CVPR (1) ICLR (1) NeurIPS (1)

Top co-authors

Feng Liu (5) Lei Feng (4) Jianzhong Qi (4) Zesheng Ye (4) Jihun Hamm (1) Yunbei Zhang (1)

Research topics

Artificial Intelligence (5) Machine Learning (4) Application Areas (3) Core AI (3) Learning Paradigms (3) Deep Learning (2) Bayesian & Probabilistic (1) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

visual reprogramming (3) vision-language model (2) model adaptation (1) approximation error (1) probabilistic framework (1) zeroth-order optimization (1) pre-trained model (1) downstream task (1) visual prompt (1) clip model (1) noise pattern (1) label mapping (1) pre-trained vision model (1) bayesian conditional probability (1) input reprogramming (1) attribute-based method (1) clip (1) convnet (1) patch-wise interpolation (1) sample-specific masks (1)

Papers

Prime Once, then Reprogram Locally: An Efficient Alternative to Black-Box Service Model Adaptation CVPR 2026 Attribute-based Visual Reprogramming for Vision-Language Models ICLR 2025 Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts ICML 2025 Bayesian-guided Label Mapping for Visual Reprogramming NeurIPS 2024 Sample-specific Masks for Visual Reprogramming-based Prompting ICML 2024