Publications/Preprints

----2026----

AgenticNet: Rethinking Multi-agent System Architectures with LLM-based Networks
Under review for Transactions on Machine Learning Research (TMLR)

Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models
Ye Yu, Haibo Jin, Yaoning Yu, Jun Zhuang, Haohan Wang
European Chapter of the Association for Computational Linguistics (EACL) 2026

SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
Yaoning Yu⁺, Ye Yu⁺, Peiyan Zhang, Kai Wei, Haojing Luo, Haohan Wang (⁺Equal contribution)
International Conference on Learning Representation (ICLR) 2026

Large Language Model-based Data Science Agent: A Survey
Chen Ke⁺, Peirang Wang⁺, Yaoning Yu⁺, Xianyang Zhan, Haohan Wang (⁺Equal contribution)
Transactions on Machine Learning Research (TMLR) 2026

----2025----

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Reasoning Models
Ye Yu, Yaoning Yu, Haibo Jin, Haohan Wang
NeurIPS 2025 Workshop on Efficient Reasoning Workshop

Synthetic Data-Driven Prompt Tuning for Financial QA over Tables and Documents
Yaoning Yu, Kai-Min Chang, Ye Yu, Kai Wei, Haojing Luo, Haohan Wang
AI for Finance (AI4F) Workshop, The ACM International Conference on AI in Finance (ICAIF) 2025

More interesting papers coming, welcome to discuss and collaborate!🙂