Jinxiao Du

3 papers · 2024–2026 · 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (14)

Venues

NeurIPS (2) AAAI (1)

Top co-authors

Wei Ma (3) Junlin He (2) Xinyu Wang (1) Susu Xu (1) Yiyang Peng (1)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Techniques (2) Artificial Intelligence (1) Learning Paradigms (1)

Keywords

representation learning (2) feature learning (1) feature extraction (1) self-supervised learning (1) multi-view learning (1) convolutional neural network (1) model collapse (1) deep canonical correlation analysis (1) noise regularization (1) multi-view representation learning (1) weight matrix (1) orthogonality regularization (1) dimensional collapse (1) decision-focused learning (1) recursive learning (1) gradient propagation (1) orthogonal regularization (1) neural network (1) correlation invariant property (1) downstream optimization (1)

Papers

From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026 Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NeurIPS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024