I am a final-year Ph.D. candidate in the School of Software Engineering at South China University of Technology, advised by Prof. Mingkui Tan and Prof. Chuang Gan. I engage in developing an agent that can understand and interact with the multi-modal world. Toward this goal, my research mainly focus on:

• Embodied AI: Visual Navigation; Robot Manipulation
• Multi-Modal Video Understanding: Self-Supervised Video Representation Learning; Temporal Action Localization; Visually-Aligned Sound Generation

I am currently seeking opportunities in a company specializing in embodied AI or multi-modal video understanding. If you have a suitable position available, please feel free to contact me.

🗞️ News

Conferences

	3D-VLA: 3D Vision-Language-Action Generative World Model Haoyu Zhen, Xiaowen Qiu, Peihao Chen, Jincheng Yang, Xin Yan, Yilun Du, Yining Hong, Chuang Gan ICML 2024 Pdf BibTex Project Page Code
	MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World Yining Hong, Zishuo Zheng, Peihao Chen, Yian Wang, Junyan Li, Zhenfang Chen, Chuang Gan CVPR 2024 Pdf BibTex Project Page
	RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation Zeyuan Yang, Jiageng Liu, Peihao Chen, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan CVPR 2024 Pdf
	CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding Junyan Li, Delin Chen, Yining Hong, Zhenfang Chen, Peihao Chen, Yikang Shen, Chuang Gan ICLR 2024 Pdf BibTex Project Page
	A2Nav: Action-Aware Zero-Shot Robot Navigation by Exploiting Vision-and-Language Ability of Foundation Models Peihao Chen, Xinyu Sun, Hongyan Zhi, Runhao Zeng, Thomas H. Li, Gaowen Liu, Mingkui Tan, Chuang Gan NeurIPS Workshop 2023 Pdf
	3D-LLM: Injecting the 3D World into Large Language Models Yining Hong, Haoyu Zhen, Peihao Chen, Shuhong Zheng, Yilun Du, Zhenfang Chen, Chuang Gan NeurIPS 2023 (Spotlight) Pdf BibTex Project Page Code
	FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation Xinyu Sun, Peihao Chen, Jugang Fan, Jian Chen, Thomas H. Li, Mingkui Tan NeurIPS 2023 Pdf BibTex
	Learning Vision-and-Language Navigation from YouTube Videos Kunyang Lin*, Peihao Chen*, Diwei Huang, Thomas H. Li, Mingkui Tan, Chuang Gan ICCV 2023 Pdf BibTex
	Masked Motion Encoding for Self-Supervised Video Representation Learning Xinyu Sun*, Peihao Chen*, Liangwei Chen, Changhao Li, Thomas H Li, Mingkui Tan, Chuang Gan CVPR 2023 Pdf BibTex
	Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation Peihao Chen*, Dongyu Ji*, Kunyang Lin, Runhao Zeng, Thomas H Li, Mingkui Tan, Chuang Gan NeurIPS 2022 (Spotlight) Pdf BibTex Project Page Code
	Learning Active Camera for Multi-Object Navigation Peihao Chen, Dongyu Ji, Kunyang Lin, Weiwen Hu, Wenbing Huang, Thomas H Li, Mingkui Tan, Chuang Gan NeurIPS 2022 (Spotlight) Pdf BibTex Code
	RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning Peihao Chen, Deng Huang, Dongliang He, Xiang Long, Runhao Zeng, Shilei Wen, Mingkui Tan, Chuang Gan AAAI 2021 Pdf BibTex Code
	Foley Music: Learning to Generate Music from Videos Chuang Gan, Deng Huang, Peihao Chen, Joshua B. Tenenbaum, Antonio Torralba ECCV 2020 Pdf BibTex Project Page
	Dense Regression Network for Video Grounding Runhao Zeng, Haoming Xu, Wenbing Huang, Peihao Chen, Mingkui Tan, Chuang Gan CVPR 2020 Pdf BibTex Code
	Location-aware Graph Convolutional Networks for Video Question Answering Deng Huang*, Peihao Chen*, Runhao Zeng, Qing Du, Mingkui Tan, Chuang Gan AAAI 2020 Pdf BibTex Code
	Self-supervised Moving Vehicle Tracking with Stereo Sound Chuang Gan, Hang Zhao, Peihao Chen, David Cox, Antonio Torralba ICCV 2019 Pdf BibTex Project Page

Journals

	Generating Visually Aligned Sound from Videos Peihao Chen, Yang Zhang, Mingkui Tan, Hongdong Xiao, Deng Huang, and Chuang Gan TIP 2020 Pdf BibTex Code
	Relation Attention for Temporal Action Localization Chen Peihao, Gan Chuang, Shen Guangyao, Huang Wenbing, Zeng Runhao, Tan Mingkui IEEE TMM 2019 Pdf BibTex
	Breaking Winner-Takes-All: Iterative-Winners-Out Networks for Weakly Supervised Temporal Action Localization Runhao Zeng, Chuang Gan, Peihao Chen, Wenbing Huang, Qingyao Wu, Mingkui Tan IEEE Trans. Image Processing 28(12) 2019 Pdf BibTex

🏆 Award

• 2023: The Principle’s Scholarship of SCUT
• 2020: The Principle’s Scholarship of SCUT
• 2018: The First Prize Scholarship of SCUT
• 2017: The Second Prize of the NXP Cup National University Students Intelligent Car Race