Feipeng Ma

Feipeng Ma (马飞鹏)

I am a fourth-year Ph.D. student at the University of Science and Technology of China, supervised by Xiaoyan Sun and Yueyi Zhang. Currently, I am a research intern at WeChat, Tencent Inc., with Yizhou Zhou as my mentor.

My research interests include computer vision, multimodal learning, and large multimodal models.

Google Scholar / Email / Github

Publications

	EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model Feipeng Ma, Yizhou Zhou, Hebei Li, Zilong He, Siying Wu, Fengyun Rao, Yueyi Zhang, Xiaoyan Sun USTC / WeChat arXiv, 2024 [arXiv]
	Multi-Modal Generative Embedding Model Feipeng Ma, Hongwei Xue, Guangting Wang, Yizhou Zhou, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun USTC / WeChat / NUS / FDU arXiv, 2024 [arXiv]
	Visual Perception by Large Language Model's Weights Feipeng Ma, Hongwei Xue, Yizhou Zhou, Guangting Wang, Fengyun Rao, Shilin Yan, Yueyi Zhang, Siying Wu, Mike Zheng Shou, Xiaoyan Sun USTC / WeChat / NUS / FDU NeurIPS, 2024 [arXiv] / [code] / [project]
	Task Navigator: Decomposing Complex Tasks for Multimodal Large Language Models Feipeng Ma, Yizhou Zhou, Yueyi Zhang, Siying Wu, Zheyu Zhang, Zilong He, Fengyun Rao, Xiaoyan Sun USTC / WeChat CVPR Workshop, 2024 [paper]
	Image Captioning with Multi-Context Synthetic Data Feipeng Ma, Yizhou Zhou, Fengyun Rao, Yueyi Zhang, Xiaoyan Sun USTC / WeChat AAAI, 2024 [arXiv]
	Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learning Feipeng Ma, Yueyi Zhang, Xiaoyan Sun USTC ICME, 2023 (Oral) [paper] / [code]

Competitions

	Meta AI Video Similarity Challenge: Descriptor Track CVPR, 2023 Rank 1 [Technical Report] / [code]
	Meta AI Video Similarity Challenge: Matching Track CVPR, 2023 Rank 1 [Technical Report] / [code]

Experience

WeChat, Tencent Inc., Beijing, China
Research Intern, Jan. 2023 - Present

University of Science and Technology of China, Hefei, China
PhD Student, Sept. 2021 - Present

Sun Yat-sen University, Guangzhou, China
Undergraduate Student, Sept. 2017 - Jun. 2021