Alexander Gray
27 papers · 1999–2024 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (55) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(5)
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Dynamic Duo
(10)
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(10)
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Topic Evolution
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Keyword Champion
(5)
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Keyword Pioneer
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Keyword Collector
(137)
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The Questioner
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Unstoppable Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(7)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(18)
Core AI
(16)
Machine Learning
(15)
Core Methods
(8)
Deep Learning
(7)
Natural Language Processing
(7)
Applications
(6)
Optimization & Theory
(6)
Knowledge & Reasoning
(5)
Reasoning
(5)
Learning Types
(4)
Reinforcement Learning
(3)
Application Areas
(3)
Architectures
(3)
Learning Paradigms
(3)
Keywords
neuro-symbolic reasoning
(6)
rule learning
(5)
first-order logic
(4)
logical neural network
(4)
knowledge base question answering
(4)
text-based game
(4)
reinforcement learning
(3)
neuro-symbolic approach
(2)
neuro-symbolic learning
(2)
approximate inference
(2)
k-nearest neighbor
(2)
knowledge graph
(2)
alternating direction method of multiplier
(2)
nearest neighbor search
(2)
abstract meaning representation
(2)
knowledge base
(2)
convex optimization
(2)
entity linking
(2)
neuro-symbolic ai
(2)
relation linking
(2)
Papers
Abductive Reasoning in Logical Credal Networks
NeurIPS 2024
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation
NeurIPS 2024
Approximate Inference in Logical Credal Networks
IJCAI 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types
ACL 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
EMNLP 2023
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules
EMNLP 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks
AAAI 2022
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
Zero-shot Entity Linking with Less Data
NAACL 2022
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
AAAI 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
ACL 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
An ADMM Based Framework for AutoML Pipeline Configuration
AAAI 2020
Sparsity-Based Generalization Bounds for Predictive Sparse Coding
ICML 2013
Stochastic Alternating Direction Method of Multipliers
ICML 2013
Tree-Independent Dual-Tree Algorithms
ICML 2013
Which Space Partitioning Tree to Use for Search?
NeurIPS 2013
UPAL: Unbiased Pool Based Active Learning
AISTATS 2012
CAKE: Convex Adaptive Kernel Density Estimation
AISTATS 2011
New Algorithms for Efficient High-Dimensional Nonparametric Classification
JMLR 2006
Fast Mean Shift with Accurate and Stable Convergence
AISTATS 1999