Here is Yiming Li (李一鸣).

I am now a second-year master student at Institute of Computing Technology, Chinese Academy of Sciences. My main research interests are audio-text multi-modal understanding and audio generation.

📖 Educations

• 2022.09 - 2025.06, Master, Institute of Computing Technology, Chinese Academy of Sciences, Beijing.
• 2018.09 - 2022.06, Undergraduate, College of Information and Electrical Engineering, China Agricultural University, Beijing.

📝 Publications

🎙 Audio and Speech Processing

• ACM MM 2024 Advancing Multi-grained Alignment for Contrastive Language-Audio Pre-training (oral, top 3%), Yiming Li, Zhifang Guo, Xiangdong Wang, Hong Liu.
• ICASSP 2024 Audio-free Prompt Tuning for Language-Audio Models, Yiming Li, Xiangdong Wang, Hong Liu.
• ICASSP 2024 Semi-supervised Sound Event Detection with Local and Global Consistency Regularization, Yiming Li, Xiangdong Wang, Hong Liu, et al.
• DCASE Workshop 2022 A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4, Yiming Li, Zhifang Guo, Zhirong Ye, et al.

📚 Large Language Model

• ACL Findings 2025 Leveraging Large Language Models for Conversational Multi-Doc QA, Yiming Li, Zhao Zhang.
• NAACL Main 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection, Zhao Zhang*, Yiming Li*, Jin Zhang, et al.

🎖 Honors and Awards

🏆 Challenge Awards

• 2024.02, The first place of WSDM CUP 2024, as first author, beat teams from Huawei 2012, NetEase IEG, and CAS IA, etc. 🔥
• 2023.11, The first prize of The 2nd Baidu Search Innovation Contest - Search Answer Organization, 1/220, as individual participant.
• 2022.11, The third prize of 2022 CCF Big Data & Computing Intelligence Contest - Few Shot Text Classification, 5/1476.
• 2022.07, Judge’s award of DCASE 2022 Task 4, as first author. 🔥
• 2020.11, National first prize of China Undergraduate Mathematical Contest in Modeling, as team leader.

🌻 General Awards

• 2023.10, First-Class Academic Scholarship.
• 2022.06, Outstanding Graduate of Beijing Province.
• 2019.12, National Scholarship. 🔥