Ziyu Xiang

2 papers · 2021–2022 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

AAAI (1) NeurIPS (1)

Top co-authors

James J DiCarlo (1) Byung-Jun Yoon (1) Mingzhou Fan (1) Xiaoxuan Jia (1) Raymundo Arróyave (1) Dan Yamins (1) Guillermo Vázquez Tovar (1) William Trehern (1) Chengxu Zhuang (1) Xiaofeng Qian (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Deep Learning (2) Computer Vision (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Optimization & Theory (1)

Keywords

unsupervised learning (1) contrastive learning (1) continual learning (1) computer vision (1) self-supervised learning (1) predictive modeling (1) real-time learning (1) lifelong learning (1) deep q-network (1) interpretable prediction (1) materials discovery (1) physics-constrained learning (1) visual learning (1) automatic feature engineering (1) feature generation tree (1)

Papers

How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science AAAI 2021