Yifei Xin

Joined

December 2023

Names

Yifei Xin (Preferred)

YifeiXin

Emails

****@stu.pku.edu.cn (Confirmed)

****@alumni.pku.edu.cn (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Homepage

Career & Education History

MS student

Peking University (pku.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Yuexian Zou

2021 – 2024

Expertise

Audio&Speech Processing

2021 – Present

Multi-modal Learning

2021 – Present

LLM

2021 – Present

Publications

Chain of Ideas: Revolutionizing Research in Idea Development with LLM Agents
Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing
- Submitted to ICLR 2025
- Readers: Everyone
MINT: Boosting Audio-Language Model via Multi-Target Pre-Training and Instruction Tuning
Hang Zhao, Yifei Xin, Zhesong Yu, Bilei Zhu, Lu Lu, Zejun Ma
- CoRR 2024
- Readers: Everyone
Masked Audio Modeling with CLAP and Multi-Objective Learning
Yifei Xin, Xiulian Peng, Yan Lu
- CoRR 2024
- Readers: Everyone
Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
Yifei Xin, Zhihong Zhu, Xuxin Cheng, Xusheng Yang, Yuexian Zou
- CoRR 2024
- Readers: Everyone
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup
Xuxin Cheng, Ziyu Yao, Yifei Xin, Hao An, Hongxiang Li, Yaowei Li, Yuexian Zou
- ACL (1) 2024
- Readers: Everyone
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
Zesen Cheng, Sicong Leng, Hang Zhang, Yifei Xin, Xin Li, Guanzheng Chen, Yongxin Zhu, Wenqi Zhang, Ziyang Luo, Deli Zhao, Lidong Bing
- CoRR 2024
- Readers: Everyone
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
Yifei Xin, Xuxin Cheng, Zhihong Zhu, Xusheng Yang, Yuexian Zou
- CoRR 2024
- Readers: Everyone
Cooperative Game Modeling With Weighted Token-Level Alignment for Audio-Text Retrieval
Yifei Xin, Baojun Wang, Lifeng Shang
- IEEE Signal Process. Lett. 2023
- Readers: Everyone
Background-aware Modeling for Weakly Supervised Sound Event Detection
Yifei Xin, Dongchao Yang, Yuexian Zou
- INTERSPEECH 2023
- Readers: Everyone
Improving Text-Audio Retrieval by Text-aware Attention Pooling and Prior Matrix Revised Loss
Yifei Xin, Dongchao Yang, Yuexian Zou
- CoRR 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 41 co-authors