Lu Yang | Tsinghua University

About Me

Hi! I am Lu Yang. I am currently a Ph.D. student at the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, where I am fortunate to be supervised by Prof. Longbo Huang. Prior to joining IIIS, I received my Bachelor’s degree from the School of Computer Science, Wuhan University in 2025.

Research Interests

My research focuses on building intelligent agents capable of complex reasoning and adaptive decision-making. I am particularly interested in the intersection of Reinforcement Learning (RL) and Natural Language Processing (NLP). Currently, my research spans the following areas:

Meta-Reinforcement Learning: Developing algorithms that enable agents to generalize across tasks and adapt rapidly to novel environments.
Multi-Agent Decision Making: Exploring strategic coordination, competition, and communication in multi-agent systems.
Information Extraction & Representation

Publications

ACM MM

Towards Harmless Multimodal Assistants with Blind Preference Optimization

Yongqi Li, Lu Yang, Jian Wang, Runyang You, Wenjie Li, Liqiang Nie

Proceedings of the 33rd ACM International Conference on Multimedia, 2025.

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NAACL

Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction

Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li*, Ping Wang(*Corresponding author)

Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, 2025.

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ACL Findings

The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models

Jiajia Li†, Lu Yang†, Mingni Tang†, Cong Chen, Zuchao Li*, Ping Wang*, Hai Zhao(†Equal authors, *Corresponding authors)

Findings of the Association for Computational Linguistics, 2024.

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