Luyang Fang

4 papers · 2024–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (2) ICML (1) JMLR (1)

Top co-authors

Ping Ma (4) Wenxuan Zhong (3) Yongkai Chen (2) Shushan Wu (1) Xiaowei Yu (1) Tao Wang (1) Huimin Cheng (1) Xiaoming Zhai (1) Jing Zhang (1) Chao Cao (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Architectures (1) Core Methods (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

Keywords

knowledge distillation (2) vision transformer (1) multi-task learning (1) transfer learning (1) uncertainty quantification (1) medical imaging (1) attention mechanism (1) reproducing kernel hilbert space (1) posterior mode (1) kernel density estimation (1) community structure (1) mixture of expert (1) smoothing spline (1) mixed membership model (1) automated scoring (1) credible interval (1) knowledge cascade (1) multivariate functional estimation (1) bayesian knowledge distillation (1) predicted class probabilities (1)

Papers

DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging AAAI 2026 Generalizable and Efficient Automated Scoring with a Knowledge-Distilled Multi-Task Mixture-of-Experts AAAI 2026 Knowledge Cascade: Reverse Knowledge Distillation on Nonparametric Multivariate Functional Estimation JMLR 2026 Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification ICML 2024