Dongyang Fan

4 papers · 2023–2026 · 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 (12) 👥 Mega-Team · Civilization

Venues

AAAI (1) ACL (1) ICML (1) NeurIPS (1)

Top co-authors

Martin Jaggi (4) Bettina Messmer (2) Ido Hakimi (1) Alexander Miserlis Hoyle (1) Camille Challier (1) Mukhammadali Sayfiddinov (1) David Rosenthal (1) Thomas C. Schulthess (1) Kumar Shridhar (1) Ivan Pavlov (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Deep Learning (1) Architectures (1) Generation (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

knowledge distillation (1) model aggregation (1) consensus learning (1) alternating minimization (1) collaborative learning (1) bilevel optimization (1) multilingual language model (1) large language model (1) neural network (1) ghost batch normalization (1) responsible artificial intelligence (1) trust weighting (1) data compliance (1) goldfish objective (1) mixture-of-experts (1) router (1) generalist (1) specialists (1)

Papers

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists ICML 2025 Ghost Noise for Regularizing Deep Neural Networks AAAI 2024 Collaborative Learning via Prediction Consensus NeurIPS 2023