Fangda Gu

4 papers · 2020–2024 · 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) 🐣 Hot Topic Early Bird

Venues

AAAI (1) AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Laurent El Ghaoui (3) Jiaqi Zhai (1) Somayeh Sojoudi (1) Rui Li (1) Murat Arcak (1) Heng Chang (1) Armin Askari (1) Yinghai Lu (1) Wenwu Zhu (1) Jiayuan He (1)

Research topics

Deep Learning (4) Architectures (4) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory · Machine Learning (2) Mathematics & Optimization (1) Robotics (1) Learning Types (1) Models (1) Optimization (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

generative modeling (1) neural network training (1) convex optimization (1) policy gradient (1) ndcg (1) implicit differentiation (1) block coordinate descent (1) recurrent neural network (1) long-range dependency (1) implicit model (1) integral quadratic constraint (1) stability guarantee (1) biconvex optimization (1) controller synthesis (1) lagrange multiplier (1) control synthesis (1) online a/b test (1) fixed-point equilibrium (1) graph neural network (1) neural network (1)

Papers

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations ICML 2024 Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems AAAI 2022 Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training AISTATS 2020 Implicit Graph Neural Networks NeurIPS 2020