The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective. - Naman Goel; Alfonso Amayuelas; Amit Deshpande; Amit Sharma 007 (AAAI, 2021)

Neural Methods for Logical Reasoning over Knowledge Graphs. - Alfonso Amayuelas; Shuai Zhang 007; Susie Xi Rao; Ce Zhang 001 (ICLR, 2022)

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models. - Alfonso Amayuelas; Liangming Pan; Wenhu Chen; William Yang Wang (CoRR, 2023)

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models. - Alfonso Amayuelas; Kyle Wong; Liangming Pan; Wenhu Chen; William Yang Wang (ACL (Findings), 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 (EMNLP (Findings), 2024)

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation. - Xinyi Wang 003; Alfonso Amayuelas; Kexun Zhang; Liangming Pan; Wenhu Chen; William Yang Wang (ICML, 2024)

DistiLRR: Transferring Code Repair for Low-Resource Programming Languages. - Kyle Wong; Alfonso Amayuelas; Liangming Pan; William Yang Wang (CoRR, 2024)

DebUnc: Mitigating Hallucinations in Large Language Model Agent Communication with Uncertainty Estimations. - Luke Yoffe; Alfonso Amayuelas; William Yang Wang (CoRR, 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 001; Xintong Wang; Yongfeng Zhang (CoRR, 2024)

Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data. - Xinyi Wang 003; Antonis Antoniades; Yanai Elazar; Alfonso Amayuelas; Alon Albalak; Kexun Zhang; William Yang Wang (ICLR, 2025)

INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge. - Angelika Romanou; Negar Foroutan; Anna Sotnikova; Zeming Chen 001; Sree Harsha Nelaturu; Shivalika Singh; Rishabh Maheshwary; Micol Altomare; Mohamed A. Haggag; Imanol Schlag; Marzieh Fadaee; Sara Hooker; et al. (ICLR, 2025)

Investigating the Transferability of Code Repair for Low-Resource Programming Languages. - Kyle Wong; Alfonso Amayuelas; Liangming Pan; William Yang Wang (NAACL (Findings), 2025)

Grounding LLM Reasoning with Knowledge Graphs. - Alfonso Amayuelas; Joy Sain; Simerjot Kaur; Charese Smiley (CoRR, 2025)

Self-Resource Allocation in Multi-Agent LLM Systems. - Alfonso Amayuelas; Jingbo Yang; Saaket Agashe; Ashwin Nagarajan; Antonis Antoniades; Xin Eric Wang; William Wang 001 (CoRR, 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; et al. (CoRR, 2025)

Agents of Change: Self-Evolving LLM Agents for Strategic Planning. - Nikolas Belle; Dakota Barnes; Alfonso Amayuelas; Ivan Bercovich; Xin Eric Wang; William Wang 001 (CoRR, 2025)