Jae Hee Lee

Orcid: 0000-0001-9840-780X

Affiliations:
  • University of Hamburg, Department of Informatics, Germany
  • Cardiff University, School of Computer Science, UK (former)
  • University of Technology Sydney, Australia (former)


According to our database1, Jae Hee Lee authored at least 42 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models.
Trans. Mach. Learn. Res., 2024

Concept-Based Explanations in Computer Vision: Where Are We and Where Could We Go?
CoRR, 2024

Mental Modeling of Reinforcement Learning Agents by Language Models.
CoRR, 2024

Details Make a Difference: Object State-Sensitive Neurorobotic Task Planning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Causal State Distillation for Explainable Reinforcement Learning.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Language-Model-Based Paired Variational Autoencoders for Robotic Language Learning.
IEEE Trans. Cogn. Dev. Syst., December, 2023

Learning Bidirectional Action-Language Translation with Limited Supervision and Testing with Incongruent Input.
Appl. Artif. Intell., December, 2023

Neuro-Symbolic Spatio-Temporal Reasoning.
Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Read Between the Layers: Leveraging Intra-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models.
CoRR, 2023

From Neural Activations to Concepts: A Survey on Explaining Concepts in Neural Networks.
CoRR, 2023

Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Extra Input.
CoRR, 2023

Internally Rewarded Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

Visually Grounded Continual Language Learning with Selective Specialization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Spatial relation learning in complementary scenarios with deep neural networks.
Frontiers Neurorobotics, September, 2022

Harnessing the Power of Multi-Task Pretraining for Ground-Truth Level Natural Language Explanations.
CoRR, 2022

Neuro-Symbolic Spatio-Temporal Reasoning.
CoRR, 2022

Knowing Earlier What Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-task Learning.
Proceedings of the 1st International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2022) co-located with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI 2022, 2022

What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

More Diverse Training, Better Compositionality! Evidence from Multimodal Language Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Learning Flexible Translation Between Robot Actions and Language Descriptions.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021
Robotic Occlusion Reasoning for Efficient Object Existence Prediction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Generalization in Multimodal Language Learning from Simulation.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Capturing Word Order in Averaging Based Sentence Embeddings.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2018
A new distributed algorithm for efficient generalized arc-consistency propagation.
Auton. Agents Multi Agent Syst., 2018

Multiagent Simple Temporal Problem: The Arc-Consistency Approach.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Survey of Qualitative Spatial and Temporal Calculi: Algebraic and Computational Properties.
ACM Comput. Surv., 2017

A Deterministic Distributed Algorithm for Reasoning with Connected Row-Convex Constraints.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Connecting Qualitative Spatial and Temporal Representations by Propositional Closure.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Trend-Based Prediction of Spatial Change.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Redundancy in Simple Temporal Networks.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Hole in One: Using Qualitative Reasoning for Solving Hard Physical Puzzle Problems.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
From Raw Sensor Data to Detailed Spatial Knowledge.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Qualitative Reasoning about Directions in Semantic Spaces.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
The Complexity of Reasoning with Relative Directions.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013
Qualitative reasoning about relative directions: computational complexity and practical algorithm.
PhD thesis, 2013

StarVars - Effective Reasoning about Relative Directions.
Proceedings of the IJCAI 2013, 2013

2011
CLP(QS): A Declarative Spatial Reasoning Framework.
Proceedings of the Spatial Information Theory - 10th International Conference, 2011

2010
Cylindrical algebraic decomposition for reasoning about qualitative spatial knowledge.
ACM Commun. Comput. Algebra, 2010

Qualitative reasoning with directional relations.
Artif. Intell., 2010

A Combined Calculus on Orientation with Composition Based on Geometric Properties.
Proceedings of the ECAI 2010, 2010


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