Kien Hua

3 papers · 2020–2025 · 3 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) CVPR (1) IJCAI (1)

Top co-authors

Chen Chen (2) Li Ren (2) Liqiang Wang (2) Pengyang Wang (1) Yanjie Fu (1) Kunpeng Liu (1) Xiaolin Li (1) Yuanchun Zhou (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (2) Core AI (2) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Architectures (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Mathematics (1) Techniques (1)

Keywords

metric learning (1) vision transformer (1) domain adaptation (1) embedding space (1) image retrieval (1) graph representation learning (1) mutual information (1) semantic information (1) distance metric (1) parameter-efficient fine-tuning (1) deep metric learning (1) visual prompt tuning (1) node representation (1) semantic guidance (1) proxy-based learning (1) substructure-aware learning (1) graph-level structure (1)

Papers

DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025 Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024 Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020