Zhun Yang

5 papers · 2020–2024 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

ACL (1) ICLR (1) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Joohyung Lee (5) Adam Ishay (4) Chiyoun Park (1) Dongjae Lim (1) Ilgu Kang (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (3) Knowledge & Reasoning (3) Machine Learning (3) Architectures (3) Learning Types (3) Reasoning (3) Natural Language Processing (1) Learning Paradigms (1) Models (1) Optimization & Theory (1) Representation (1) Resources & Methods (1)

Keywords

answer set programming (3) neural network (2) question answering (2) neural network training (1) few-shot learning (1) probabilistic modeling (1) symbolic reasoning (1) knowledge representation (1) semantic parsing (1) video understanding (1) automated reasoning (1) probability distribution (1) discrete optimization (1) gradient descent (1) constraint satisfaction (1) counterfactual reasoning (1) straight-through estimator (1) neuro-symbolic ai (1) constraint satisfaction problem (1) logic programming (1)

Papers

Think Before You Simulate: Symbolic Reasoning To Orchestrate Neural Computation for Counterfactual Question Answering WACV 2024 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023 Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer ICLR 2023 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 NeurASP: Embracing Neural Networks into Answer Set Programming IJCAI 2020