Mark Law
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Keyword Champion (2)
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Research topics
Keywords
answer set programming
(5)
inductive logic programming
(5)
constraint satisfaction
(2)
grammar learning
(2)
hypothesis learning
(2)
incremental learning
(1)
knowledge representation
(1)
transfer learning
(1)
rule learning
(1)
curriculum learning
(1)
streaming data
(1)
reward shaping
(1)
latent concept
(1)
neuro-symbolic ai
(1)
neuro-symbolic learning
(1)
abductive reasoning
(1)
semantic annotation
(1)
symbolic knowledge
(1)
scoring function
(1)
hierarchical reinforcement learning
(1)
Papers
Learning and Enforcing Context-Sensitive Control for LLMs
ACL 2025
Hierarchies of Reward Machines
ICML 2023
Learning to Break Symmetries for Efficient Optimization in Answer Set Programming
AAAI 2023
Neuro-Symbolic Learning of Answer Set Programs from Raw Data
IJCAI 2023
Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data
IJCAI 2022
Scalable Non-observational Predicate Learning in ASP
IJCAI 2021
FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria
AAAI 2020
Induction of Subgoal Automata for Reinforcement Learning
AAAI 2020
Representing and Learning Grammars in Answer Set Programming
AAAI 2019