Peidong Liu[Google Scholar]Advanced Algorithm Engineer in DJI Automotive
Shenzhen, Guangdong, China. |
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I am currently a project owner for the multimodal large model at the DJI Automotive Perception Group and especially focus on mining long-tail data of user interest within massive video databases. Specifically, I focus on generating high-quality text-image pairs for autonomous driving scenes using LLM (Large Language Model) and Diffusion Model, which can empower large retrieval model. If you are interested in an internship opportunity, please feel free to drop me an email.
I obtained my M.S. in Computer Science from Tsinghua University in 2022, as an outstanding graduate. I have been fortunate to closely work with Prof. Xiaodan Liang at Sun Yat-sen University, Dr. Hang Xu at Huawei Noah's Ark Lab, Dr. Litong Feng and Dr. Xinjiang Wang at SenseTime Research. I received my B.S. in Software Engineering from Sun Yat-sen University summa cum laude in 2019. My research interest lies in computer vision and multimodal large model.
SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation [PDF] |
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Yanjie Li, Sen Yang, Peidong Liu, Shu-Tao Xia European Conference on Computer Vision (ECCV), 2022 |
NeXT: Towards High Quality Neural Radiance Fields via Multi-Skip Transformer [PDF] |
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Yunxiao Wang, Yanjie Li, Peidong Liu, Tao Dai, Shu-Tao Xia European Conference on Computer Vision (ECCV), 2022 |
Multi-task Ranking with User Behaviors for Text-Video Search [PDF] |
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Peidong Liu, Dongliang Liao, Jinpeng Wang, Yangxin Wu, Gongfu Li, Shu-Tao Xia, Jin Xu International World Wide Web Conferences (WWW, CCF-A) Companion, 2022 |
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search [PDF] [Talk] [Poster] [PPT] [Code] |
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Peidong Liu*, Gengwei Zhang*, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li International Conference on Learning Representations (ICLR), 2021. |
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations [PDF] |
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Peidong Liu*, Zibin He*, Xiyu Yan*, Yong Jiang, Shu-Tao Xia, Feng Zheng, Maowei Hu ACM International Conference on Multimedia (ACM MM, CCF-A) Oral, 2021. |
Visual Privacy Protection via Mapping Distortion [PDF] [Code] |
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Yiming Li*, Peidong Liu*, Yong Jiang, Shu-Tao Xia International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021 |
Deep Flow Collaborative Network for Online Visual Tracking [PDF] |
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Peidong Liu, Xiyu Yan, Yong Jiang, Shu-Tao Xia International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020 |
LDA Meets Word2Vec: A Novel Model for Academic Abstract Clustering [PDF] |
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Changzhou Li, Yao Lu, Junfeng Wu, Yongrui Zhang, Zhongzhou Xia, Tianchen Wang, Dantian Yu, Xurui Chen, Peidong Liu, Junyu Guo International World Wide Web Conferences (WWW, CCF-A) Companion, 2018 |
2022.07 - till now | Perception Group, DJI Automotive Advanced Computer Vision Algorithm Engineer (I achieved great performance as a result of my accomplishments) |
2019.09 - 2022.06 | Department of Computer Science and Technology, Tsinghua University Master Student Supervisor: Shu-Tao Xia |
2021.06 - 2022.05 | Search Application Department, WeChat Group, Tencent Computer Vision Algorithm Engineer Intern |
2020.04 - 2021.03 | Noah's Ark Lab, Huawei Research Intern Mentor: Xiaodan Liang, Hang Xu, Bochao Wang |
2019.07 - 2019.09 | Y-Tech AI Lab, Beijing Kuaishou Technology Ltd. AI Intern |
2018.11 - 2019.06 | Fundamental Technique Research Group, SenseTime Research Research Intern Mentor: Litong Feng (Senior Researcher, Ph.D.) |
2018.03 - 2018.05 | NUS-Tsinghua Center for Extreme Search(NExT++), NUS, Singapore Research Assistant Mentor: Zhaoyan Ming (Ph.D., Team Head, NExT++) |
2017.10 - 2018.02 | Smart Mobile Computing Lab, Advanced Networking and Computing Systems Institute, SYSU Research Assistant Mentor: Xu Chen (Professor, School of Data and Computer Science, SYSU) |
2017.07 - 2017.10 | Natural Language Processing Group, Guangdong Province Key Laboratory of Computational Science, SYSU Research Assistant Mentor: Yao Lu (Professor, School of Data and Computer Science, SYSU) |
2019.09 - 2022.06, master student of Department of Computer Science and Technology at Tsinghua University
2015.09 - 2019.06, undergraduate student of School of Computer Science and Engineering at Sun Yat-sen University, rank 3/119
2018.01 - 2018.05, exchange student of School of Computing at National University of Singapore, research intern in NExT++ lab