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)

Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data. - Antonis Antoniades; Yiyi Yu; Joseph Canzano; William Yang Wang; Spencer L. Smith (ICLR, 2024)

Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. - Danqing Wang; Antonis Antoniades; Kha-Dinh Luong; Edwin Zhang; Mert Kosan; Jiachen Li; Ambuj K. Singh; William Yang Wang; Lei Li 005 (KDD, 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)

SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement. - Antonis Antoniades; Albert Örwall; Kexun Zhang; Yuxi Xie; Anirudh Goyal; William Yang Wang (ICLR, 2025)

AgentOrca: A Dual-System Framework to Evaluate Language Agents on Operational Routine and Constraint Adherence. - Zekun Li 008; Shinda Huang; Jiangtian Wang; Nathan Zhang; Antonis Antoniades; Wenyue Hua; Kaijie Zhu; Sirui Zeng; William Yang Wang; Xifeng Yan (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)