Hikaru Shindo

According to our database, Hikaru Shindo authored at least 29 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Kintsugi: Learning Policies by Repairing Executable Knowledge Bases.

Teng Cao, Yu Deng, Hikaru Shindo, Quentin Delfosse, Lanxi Wen, Suli Wang, Jannis Blüml, Christopher Tauchmann, Kristian Kersting

CoRR, May, 2026

GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning.

Hikaru Shindo, Henri Rößler, Quentin Delfosse, Kristian Kersting

CoRR, April, 2026

SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems.

Hikaru Shindo, Hanzhao Lin, Lukas Helff, Patrick Schramowski, Kristian Kersting

CoRR, April, 2026

LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking.

Lukas Helff, Quentin Delfosse, David Steinmann, Ruben Härle, Hikaru Shindo, Patrick Schramowski, Wolfgang Stammer, Kristian Kersting, Felix Friedrich

CoRR, April, 2026

SLR: Automated Synthesis for Scalable Logical Reasoning.

Lukas Helff, Ahmad Omar, Felix Friedrich, Antonia Wüst, Hikaru Shindo, Rupert Mitchell, Tim Woydt, Patrick Schramowski, Wolfgang Stammer, Kristian Kersting

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Synthesizing Visual Concepts as Vision-Language Programs.

Antonia Wüst, Wolfgang Stammer, Hikaru Shindo, Lukas Helff, Devendra Singh Dhami, Kristian Kersting

CoRR, November, 2025

STORM: Segment, Track, and Object Re-Localization from a Single Image.

Yu Deng, Teng Cao, Hikaru Shindo, Jiahong Xue, Quentin Delfosse, Kristian Kersting

CoRR, November, 2025

ActivationReasoning: Logical Reasoning in Latent Activation Spaces.

Lukas Helff, Ruben Härle, Wolfgang Stammer, Felix Friedrich, Manuel Brack, Antonia Wüst, Hikaru Shindo, Patrick Schramowski, Kristian Kersting

CoRR, October, 2025

Human-Allied Relational Reinforcement Learning.

Fateme Golivand Darvishvand, Hikaru Shindo, Sahil Sidheekh, Kristian Kersting, Sriraam Natarajan

CoRR, October, 2025

NeST: The neuro-symbolic transpiler.

Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

Int. J. Approx. Reason., 2025

V-LoL: A Diagnostic Dataset for Visual Logical Learning.

Lukas Helff, Wolfgang Stammer, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

J. Data-centric Mach. Learn. Res., 2025

Gestalt Vision: A Dataset for Evaluating Gestalt Principles in Visual Perception.

Jingyuan Sha, Hikaru Shindo, Kristian Kersting, Devendra Singh Dhami

Proceedings of The 19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025), 2025

BlendRL: A Framework for Merging Symbolic and Neural Policy Learning.

Hikaru Shindo, Quentin Delfosse, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

ART: Adaptive Relation Tuning for Generalized Relation Prediction.

Gopika Sudhakaran, Hikaru Shindo, Patrick Schramowski, Simone Schaub-Meyer, Kristian Kersting, Stefan Roth

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Learning differentiable logic programs for abstract visual reasoning.

Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting

Mach. Learn., December, 2024

Learning by Self-Explaining.

Wolfgang Stammer, Felix Friedrich, David Steinmann, Manuel Brack, Hikaru Shindo, Kristian Kersting

Trans. Mach. Learn. Res., 2024

EXPIL: Explanatory Predicate Invention for Learning in Games.

Jingyuan Sha, Hikaru Shindo, Quentin Delfosse, Kristian Kersting, Devendra Singh Dhami

CoRR, 2024

DeiSAM: Segment Anything with Deictic Prompting.

Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

αILP: thinking visual scenes as differentiable logic programs.

Hikaru Shindo, Viktor Pfanschilling, Devendra Singh Dhami, Kristian Kersting

Mach. Learn., May, 2023

Learning by Self-Explaining.

Wolfgang Stammer, Felix Friedrich, David Steinmann, Hikaru Shindo, Kristian Kersting

CoRR, 2023

Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction.

Quentin Delfosse, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes.

Jingyuan Sha, Hikaru Shindo, Kristian Kersting, Devendra Singh Dhami

Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

2022

Differentiable Meta logical Programming.

Zihan Ye, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems.

Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2022

Sum-Product Loop Programming: From Probabilistic Circuits to Loop Programming.

Viktor Pfanschilling, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

Proceedings of the 19th International Conference on Principles of Knowledge Representation and Reasoning, 2022

2021

Neuro-Symbolic Forward Reasoning.

Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting

CoRR, 2021

Differentiable Inductive Logic Programming for Structured Examples.

Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Metric Learning for Ordered Labeled Trees with pq-grams.

Hikaru Shindo, Masaaki Nishino, Yasuaki Kobayashi, Akihiro Yamamoto

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

Using Binary Decision Diagrams to Enumerate Inductive Logic Programming Solutions.

Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Proceedings of the Up-and-Coming and Short Papers of the 28th International Conference on Inductive Logic Programming (ILP 2018), 2018