Siyuan Duan

5 papers · 2025–2025 · 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 (14) ⭐ Rising Star (5) ⚡ Prolific Year · Productive

Venues

ICML (2) AAAI (1) CVPR (1) IJCAI (1)

Top co-authors

Dezhong Peng (5) Yuan Sun (5) Peng Hu (3) Guiduo Duan (2) Zhenwen Ren (2) Zheng Liu (2) Shilin Xu (1) Wenyuan Wu (1) Xingfeng Li (1) Xi Peng (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Core AI (3) Core Methods (3) Learning Types · Machine Learning (3) Deep Learning (2) Natural Language Processing (1) Applications (1) Architectures (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

fuzzy set theory (2) multi-view learning (2) probabilistic modeling (1) uncertainty quantification (1) epistemic uncertainty (1) multimodal learning (1) cross-modal retrieval (1) consensus learning (1) label noise (1) adversarial attack (1) physics-informed neural network (1) partial differential equation (1) noisy label (1) multi-view classification (1) disentanglement learning (1) feature recalibration (1) neighbor matching (1) training scheduler (1) label calibration (1) boundary region (1)

Papers

CoPINN: Cognitive Physics-Informed Neural Networks ICML 2025 Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025 Fuzzy Multimodal Learning for Trusted Cross-modal Retrieval CVPR 2025 Noisy Label Calibration for Multi-View Classification AAAI 2025 Reliable Disentanglement Multi-view Learning Against View Adversarial Attacks IJCAI 2025