Yang Qin (秦阳) is a Ph.D. candidate (since 2021) at the College of Computer Science, Sichuan University, advised by Prof. Dezhong Peng (彭德中). His current research interests mainly focus on multimodal learning and noisy correspondence (NC). Recently, I am conducting research related to LLMs.

• Multimodal Learning: Multimodal Fusion & Cross-modal Learning
• Noisy Correspondence: NCs in Image-Text Matching and Text-based ReID
• LLMs/MLLMs: Code LLMs & Application of MLLMs/LLMs

🔥 News

• 2024.10.28, one paper was accepted by IEEE Transactions on Multimedia (TMM). Thanks to all coauthors! 🎉
• 2024.7.16, one paper was accepted by ACM Multimedia 2024 (ACMMM 2024). Congrats to Longan (Undergrad) and coauthors! 🎉
• 2024.6.26, one paper was accepted by IEEE Transactions on Image Processing (TIP). Congrats to Yongxiang and coauthors! 🎉
• 2024.6.23, one paper was accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE). Congrats to Yuan and coauthors! 🎉
• 2024.4.20, one paper was accepted by IEEE Transactions on Multimedia (TMM). Congrats to Yuan and the coauthors! 🎉
• 2024.2.27, one paper was accepted by IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024). Thanks to all coauthors! 🎉
• 2024.1.24, one paper was accepted by Computers in Biology and Medicine. Congrats to Yinyu and coauthors! 🎉
• 2023.9.22, one paper was accepted by the Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Thanks to all coauthors! 🎉
• 2023.4.28, one paper was accepted by ISBI 2023. Congrats to Yinyu and coauthors! 🎉
• 2023.1.25, one paper was accepted by KBS. Congrats to Jiyao and coauthors! 🎉
• 2022.6.30, one paper was accepted by ACM Multimedia 2022 (ACMMM 2022). Thanks to all coauthors! 🎉

📝 Publications

• [TMM’24] Ruitao Pu*, Yang Qin*, Dezhong Peng#, Xiaoming Song, Huiming Zheng, Deep Reversible Consistency Learning for Cross-modal Retrieval, IEEE Transactions on Multimedia (TMM), 2024. code
• [CVPR’24] Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu#, Noisy-Correspondence Learning for Text-to-Image Person Re-identification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. code
• [NeurIPS’23] Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu#, Cross-modal Active Complementary Learning with Self-refining Correspondence, Neural Information Processing Systems (NeurIPS), 2023. code
• [ACMMM’22] Yang Qin, Dezhong Peng, Xi Peng, Xu Wang, Peng Hu#, Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval, Proceedings of the 30th ACM International Conference on Multimedia, 10-14 October 2022. code
• For others, see Google Scholar. # and * indicate the corresponding author and equal contribution.

📖 Educations and Experiences

• 2024.05 - now, the Research internship at Alibaba Cloud, Hangzhou China.
• 2021.09 - now, PhD, the College of Computer Science, Sichuan University, Chengdu China.
• 2017.09 - 2021.06, Undergraduate, the College of Software Engineering, Sichuan University, Chengdu China.

🎖 Honors and Awards

• 2024.11, PhD student National Scholarship.
• 2023.10, Tencent Scholarship.
• 2023.10, Outstanding Graduate Student of Sichuan University.
• 2022.10, PhD student Innovation Scholarship.

🙋 Services

• Conference Reviewer: NeurIPS, ICLR, CVPR, ECCV, ACMMM, IJCAI, AAAI, AISTATS, etc.
• Journal Reviewer: TIP, TNNLS, TVCJ, etc.