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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 HOME ABOUT AUCTIONS SHIPPING FEES TOOLS HOW FAQ CONTACT   Original Source | Taken Source 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