Jingxuan Kang

6 papers · 2023–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

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

Top co-authors

Shuang Li (6) Wenxuan Ma (5) lincan Cai (4) Binhui Xie (2) Yirui Shen (1) Jing Geng (1) Chengwei Zhu (1) Fuzhen Zhuang (1) Chi Harold Liu (1) Gao Huang (1)

Research topics

Machine Learning (5) Artificial Intelligence (4) Application Areas (4) Core AI (3) Deep Learning (2) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Architectures (1) Learning Paradigms (1) Processing (1)

Keywords

transfer learning (2) semi-supervised learning (2) domain generalization (1) knowledge distillation (1) video super-resolution (1) out-of-distribution generalization (1) conditional distribution (1) state space model (1) modality gap (1) vision-language model (1) temporal coherence (1) gating mechanism (1) semantic relation (1) data-efficient learning (1) semantic graph (1) cross-modal fine-tuning (1) infrared video (1) heat conduction (1) graph neural network (1) modality discrepancy (1)

Papers

Thermal Diffusion Matters: Infrared Spatial-Temporal Video Super-Resolution through Heat Conduction Priors CVPR 2026 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