Siwei Lou

2 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

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (1) NeurIPS (1)

Top co-authors

Chunjie Yang (2) Shaoqi Wang (2) Qing Cui (1) Feng Yan (1) Jun Zhou (1) Lu Yu (1)

Research topics

Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

in-context learning (1) formal verification (1) natural gradient (1) gradient descent (1) gradient backpropagation (1) neural network regression (1) training stability (1) soft sensor (1) minimum variance estimation (1) model optimization (1) neural network (1) direct dependency retrieval (1) suffix array check (1)

Papers

Improving Autoformalization Using Direct Dependency Retrieval ACL 2026 Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NeurIPS 2024