About Me
I am currently a Master’s student at the Institute of Artificial Intelligence, College of Computer Science and Technology, Zhejiang University, advised by Prof. Zhao Zhou (赵洲). Currently I work as a research assistant at the DCD Lab. Previously, I received my B.S. degree from the Turing Class (an elite AI program) at Chu Kochen Honors College, Zhejiang University (浙江大学竺可桢学院图灵班).
My research interests lie at the intersection of Spoken Dialogue Systems and Multimodal Large Language Models (MLLMs). Specifically, I am exploring how to leverage Reinforcement Learning to enhance the alignment, robustness, and long-term interaction capabilities of conversational agents.
I am actively looking for academic collaboration, feel free to contact me via email at lujingyu@zju.edu.cn.
📢 News
- 2026 Our paper "SDiaReward" was accepted to the main conference of ACL 2026 Main Conference!
- 2025 Our paper "VoxDialogue" was accepted to ICLR 2025!
- 2025 Preprint of OmniChat released on arXiv.
- 2024 Survey paper WavChat: A Survey of Spoken Dialogue Models released on arXiv.
🎓 Education
Zhejiang University | 2025.09 - Present
M.S. in Computer Science and Technology
Institute of Artificial Intelligence · Advisor: Prof. Zhao Zhou
Zhejiang University | 2021.09 - 2025.06
B.S. in Artificial Intelligence (Turing Class, Chu Kochen Honors College)
GPA: 4.45/5.0 (Top 30%) · Outstanding Undergraduate Thesis Award
📝 Publications
Modeling and Benchmarking Spoken Dialogue Rewards with Modality and Colloquialness ACL 2026 Main
Jingyu Lu*, Yuhan Wang*, Fan Zhuo*, Xize Cheng, Changhao Pan, Xueyi Pu, Yifu Chen, Chenyuhao Wen, Tianle Liang, Zhou Zhao
Annual Meeting of the Association for Computational Linguistics (ACL), 2026
VoxDialogue: Can Spoken Dialogue Systems Understand Information Beyond Words? ICLR 2025
Xize Cheng*, Ruofan Hu*, Xiaoda Yang, Jingyu Lu, Dongjie Fu, Zehan Wang, Shengpeng Ji, Rongjie Huang, Boyang Zhang, Tao Jin, Zhou Zhao
International Conference on Learning Representations (ICLR), 2025
WavChat: A Survey of Spoken Dialogue Models Preprint
Shengpeng Ji*, Yifu Chen*, Minghui Fang*, Jialong Zuo*, Jingyu Lu, Hanting Wang, Ziyue Jiang, Long Zhou, Shujie Liu, Xize Cheng, Xiaoda Yang, Zehan Wang, Qian Yang, Jian Li, Yidi Jiang, Jingzhen He, Yunfei Chu, Jin Xu, Zhou Zhao
arXiv preprint, 2024
OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios Preprint
Xize Cheng*, Dongjie Fu*, Xiaoda Yang*, Minghui Fang, Ruofan Hu, Jingyu Lu, Bai Jionghao, Zehan Wang, Shengpeng Ji, Rongjie Huang, Linjun Li, Yu Chen, Tao Jin, Zhou Zhao
arXiv preprint, 2025
Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches IJCNLP-AACL 2025
Changhao Pan*, Dongyu Yao*, Yu Zhang, Wenxiang Guo, Jingyu Lu, Zhiyuan Zhu, Zhou Zhao
Proceedings of the 14th International Joint Conference on Natural Language Processing (IJCNLP-AACL), 2025
Versatile Framework for Song Generation with Prompt-based Control EMNLP Findings 2025
Yu Zhang*, Wenxiang Guo*, Changhao Pan*, Zhiyuan Zhu*, Ruiqi Li, Jingyu Lu, Rongjie Huang, Ruiyuan Zhang, Zhiqing Hong, Ziyue Jiang, Zhou Zhao
Findings of the Association for Computational Linguistics: EMNLP 2025
GTSinger: A Global Multi-Technique Singing Corpus with Realistic Music Scores for All Singing Tasks NeurIPS 2024
Yu Zhang*, Changhao Pan*, Wenxiang Guo*, Ruiqi Li, Zhiyuan Zhu, Jialei Wang, Wenhao Xu, Jingyu Lu, Zhiqing Hong, Chuxin Wang, LiChao Zhang, Jinzheng He, Ziyue Jiang, Yuxin Chen, Chen Yang, Jiecheng Zhou, Xinyu Cheng, Zhou Zhao
Advances in Neural Information Processing Systems (NeurIPS), 2024
(* indicates equal contribution)
🏆 Awards
- Zhejiang Provincial Government Scholarship (Top 5%) (2021-2022)
- Zhejiang University First-Class Scholarship (Top 10%) (2022-2023, 2023-2024)
- Zhejiang University Outstanding Student (2022-2023, 2023-2024)
- Outstanding Undergraduate Thesis Award (2025)
💻 Research & Internships
Zhejiang University | 2023.09 - 2024.06
Research Assistant in Audio Research Team
Advisor: Prof. Zhou Zhao (赵洲)
