conftrace_

lincan Cai

4 papers · 2023–2025 · 2 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 🐣 Hot Topic Early Bird

Venues

ICML (3) NeurIPS (1)

Top co-authors

Shuang Li (4) Jingxuan Kang (4) Wenxuan Ma (4) Binhui Xie (2) Jian Liang (1) Chengwei Zhu (1) Zixun Sun (1) Zhida Qin (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Deep Learning (2) Learning Types · Deep Learning (2) Architectures (1) Learning Types · Machine Learning (1)

Keywords

meta learning (1) semi-supervised learning (1) transfer learning (1) out-of-distribution generalization (1) conditional distribution (1) modality gap (1) vision-language model (1) gating mechanism (1) semantic relation (1) data-efficient learning (1) semantic graph (1) cross-modal fine-tuning (1) graph neural network (1) modality discrepancy (1) soft matching (1) cross-modality transfer (1) label knowledge (1) llms (1) knowledge misalignment (1) mona (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 Language Semantic Graph Guided Data-Efficient Learning NeurIPS 2023