Wenxuan Ma

6 papers · 2021–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICML (3) CVPR (1) ICCV (1) NeurIPS (1)

Top co-authors

Shuang Li (6) Jingxuan Kang (5) lincan Cai (4) Binhui Xie (2) Jinming Zhang (2) Chi Harold Liu (2) Zhida Qin (1) Wei Li (1) Yulin Wang (1) Chengwei Zhu (1)

Research topics

Machine Learning (6) Artificial Intelligence (5) Application Areas (5) Deep Learning (3) Core AI · Artificial Intelligence (3) Learning Types · Deep Learning (3) Learning Paradigms (2) Learning Types · Machine Learning (2) Computer Vision (1) Architectures (1) Core AI · Computer Vision (1)

Keywords

transfer learning (3) semi-supervised learning (2) few-shot learning (1) domain generalization (1) domain adaptation (1) knowledge distillation (1) pseudo labeling (1) efficient inference (1) out-of-distribution generalization (1) conditional distribution (1) modality gap (1) vision-language model (1) dynamic inference (1) cross-domain generalization (1) model efficiency (1) gating mechanism (1) semantic relation (1) data-efficient learning (1) semantic graph (1) cross-modal fine-tuning (1)

Papers

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection ICML 2025 Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation ICML 2024 Learning Modality Knowledge Alignment for Cross-Modality Transfer ICML 2024 Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023 Language Semantic Graph Guided Data-Efficient Learning NeurIPS 2023 Dynamic Domain Adaptation for Efficient Inference CVPR 2021