Piotr Piekos

According to our database, Piotr Piekos authored at least 12 papers between 2010 and 2026.

Collaborative distances:

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

2026

Planning to Explore: Curiosity-Driven Planning for LLM Test Generation.

Alfonso Amayuelas, Firas Laakom, Piotr Piekos, Wenyi Wang, Yifan Xu, Yuhui Wang, Jürgen Schmidhuber, William Yang Wang

CoRR, April, 2026

PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection.

Jinhan Liu, Yibo Yang, Ruiying Lu, Piotr Piekos, Yimeng Chen, Peng Wang, Dandan Guo

CoRR, January, 2026

2025

Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine.

Wenyi Wang, Piotr Piekos, Nanbo Li, Firas Laakom, Yimeng Chen, Mateusz Ostaszewski, Mingchen Zhuge, Jürgen Schmidhuber

CoRR, October, 2025

PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors.

Yimeng Chen, Piotr Piekos, Mateusz Ostaszewski, Firas Laakom, Jürgen Schmidhuber

CoRR, July, 2025

Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies.

Piotr Piekos, Subhradeep Kayal, Alexandros Karatzoglou

CoRR, May, 2025

Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing.

Piotr Piekos, Róbert Csordás, Jürgen Schmidhuber

CoRR, May, 2025

Mindstorms in Natural Language-Based Societies of Mind.

Mingchen Zhuge, Haozhe Liu, Francesco Faccio, Dylan R. Ashley, Róbert Csordás, Anand Gopalakrishnan, Abdullah Hamdi, Hasan Abed Al Kader Hammoud, Vincent Herrmann, Kazuki Irie, Louis Kirsch, Bing Li, Guohao Li, Shuming Liu, Jinjie Mai, Piotr Piekos, Aditya A. Ramesh, Imanol Schlag, Weimin Shi, Aleksandar Stanic, Wenyi Wang, Yuhui Wang, Mengmeng Xu, Deng-Ping Fan, Bernard Ghanem, Jürgen Schmidhuber

Comput. Vis. Media, 2025

2024

SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention.

Róbert Csordás, Piotr Piekos, Kazuki Irie, Jürgen Schmidhuber

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

Utilizing a Malfunctioning 3D Printer by Modeling Its Dynamics with Machine Learning.

Renzo Caballero, Piotr Piekos, Eric Feron, Jürgen Schmidhuber

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search.

Michal Zawalski, Michal Tyrolski, Konrad Czechowski, Tomasz Odrzygózdz, Damian Stachura, Piotr Piekos, Yuhuai Wu, Lukasz Kucinski, Piotr Milos

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning.

Piotr Piekos, Mateusz Malinowski, Henryk Michalewski

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2010

FPGA Based "Intelligent Tap" Device for Real-Time Ethernet Network Monitoring.

Rafal Cupek, Piotr Piekos, Marcin Poczobutt, Adam Ziebinski

Proceedings of the Computer Networks - 17th Conference, 2010