Alfonso Amayuelas

According to our database, Alfonso Amayuelas authored at least 19 papers between 2021 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

2025

LeMat-Synth: a multi-modal toolbox to curate broad synthesis procedure databases from scientific literature.

Magdalena Lederbauer, Siddharth Betala, Xiyao Li, Ayush Jain, Amine Sehaba, Georgia Channing, Grégoire Germain, Anamaria Leonescu, Faris Flaifil, Alfonso Amayuelas, Alexandre Nozadze, Stefan P. Schmid, Mohd Zaki, Sudheesh Kumar Ethirajan, Elton Pan, Mathilde Franckel, Alexandre Duval, N. M. Anoop Krishnan, Samuel P. Gleason

CoRR, October, 2025

Agents of Change: Self-Evolving LLM Agents for Strategic Planning.

Nikolas Belle, Dakota Barnes, Alfonso Amayuelas, Ivan Bercovich, Xin Eric Wang, William Wang

CoRR, June, 2025

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation.

Israfel Salazar, Manuel Fernández Burda, Shayekh Bin Islam, Arshia Soltani Moakhar, Shivalika Singh, Fabian Farestam, Angelika Romanou, Danylo Boiko, Dipika Khullar, Mike Zhang, Dominik Krzeminski, Jekaterina Novikova, Luísa Shimabucoro, Joseph Marvin Imperial, Rishabh Maheshwary, Sharad Duwal, Alfonso Amayuelas, Swati Rajwal, Jebish Purbey, Ahmed Ruby, Nicholas Popovic, Marek Suppa, Azmine Toushik Wasi, Ram Mohan Rao Kadiyala, Olga Tsymboi, Maksim Kostritsya, Bardia Soltani Moakhar, Gabriel da Costa Merlin, Otávio Ferracioli Coletti, Maral Jabbarishiviari, MohammadAmin farahani fard, Silvia Fernandez, María Grandury, Dmitry Abulkhanov, Drishti Sharma, André Guarnier de Mitri, Leticia Bossatto Marchezi, Setayesh Heydari, Johan S. Obando-Ceron, Nazar Kohut, Beyza Ermis, Desmond Elliott, Enzo Ferrante, Sara Hooker, Marzieh Fadaee

CoRR, April, 2025

Self-Resource Allocation in Multi-Agent LLM Systems.

Alfonso Amayuelas, Jingbo Yang, Saaket Agashe, Ashwin Nagarajan, Antonis Antoniades, Xin Eric Wang, William Wang

CoRR, April, 2025

Grounding LLM Reasoning with Knowledge Graphs.

Alfonso Amayuelas, Joy Sain, Simerjot Kaur, Charese Smiley

CoRR, February, 2025

Investigating the Transferability of Code Repair for Low-Resource Programming Languages.

Kyle Wong, Alfonso Amayuelas, Liangming Pan, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge.

Angelika Romanou, Negar Foroutan, Anna Sotnikova, Zeming Chen, Sree Harsha Nelaturu, Shivalika Singh, Rishabh Maheshwary, Micol Altomare, Mohamed A. Haggag, Imanol Schlag, Marzieh Fadaee, Sara Hooker, Antoine Bosselut, Snegha A, Alfonso Amayuelas, Azril Hafizi Amirudin, Viraat Aryabumi, Danylo Boiko, Michael Chang, Jenny Chim, Gal Cohen, Aditya Kumar Dalmia, Abraham Diress, Sharad Duwal, Daniil Dzenhaliou, Daniel Fernando Erazo Florez, Fabian Farestam, Joseph Marvin Imperial, Shayekh Bin Islam, Perttu Isotalo, Maral Jabbarishiviari, Börje F. Karlsson, Eldar Khalilov, Christopher Klamm, Fajri Koto, Dominik Krzeminski, Gabriel Adriano de Melo, Syrielle Montariol, Yiyang Nan, Joel Niklaus, Jekaterina Novikova, Johan Samir Obando-Ceron, Debjit Paul, Esther Ploeger, Jebish Purbey, Swati Rajwal, Selvan Sunitha Ravi, Sara Rydell, Roshan Santhosh, Drishti Sharma, Marjana Prifti Skenduli, Arshia Soltani Moakhar, Bardia Soltani Moakhar, Ran Tamir, Ayush Kumar Tarun, Azmine Toushik Wasi, Thenuka Ovin Weerasinghe, Serhan Yilmaz, Mike Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data.

Xinyi Wang, Antonis Antoniades, Yanai Elazar, Alfonso Amayuelas, Alon Albalak, Kexun Zhang, William Yang Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics.

Luke Yoffe, Alfonso Amayuelas, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Game-theoretic LLM: Agent Workflow for Negotiation Games.

Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang

CoRR, 2024

DebUnc: Mitigating Hallucinations in Large Language Model Agent Communication with Uncertainty Estimations.

Luke Yoffe, Alfonso Amayuelas, William Yang Wang

CoRR, 2024

DistiLRR: Transferring Code Repair for Low-Resource Programming Languages.

Kyle Wong, Alfonso Amayuelas, Liangming Pan, William Yang Wang

CoRR, 2024

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation.

Xinyi Wang, Alfonso Amayuelas, Kexun Zhang, Liangming Pan, Wenhu Chen, William Yang Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate.

Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades, Wenyue Hua, Liangming Pan, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models.

Alfonso Amayuelas, Kyle Wong, Liangming Pan, Wenhu Chen, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models.

Alfonso Amayuelas, Liangming Pan, Wenhu Chen, William Yang Wang

CoRR, 2023

2022

Neural Methods for Logical Reasoning over Knowledge Graphs.

Alfonso Amayuelas, Shuai Zhang, Susie Xi Rao, Ce Zhang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective.

Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma

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