Zhiliang Peng  

Biography

I am a Ph.D. candidate of PRISDL in the School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences , advised by Prof. Qixiang Ye. I got a B.E. degree in Huazhong University of Science and Technology, Wuhan in June 2019.

Presently, I am an intern at Microsoft Research, working with Dr. Li Dong.

My research interests include computer vision and deep learning, specifically for representation learning.

Publications

	*Zhiliang Peng, *Wenhui Wang, *Li Dong, Yaru Hao, Shaohan Huang, Shuming Ma, Furu Wei Kosmos-2: Grounding Multimodal Large Language Models to the World [Paper] [Demo] [Code]
	*Wei Huang, *Zhiliang Peng, Li Dong, Furu Wei, Jianbin Jiao, Qixiang Ye Generic-to-Specific Distillation of Masked Autoencoders Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023 [Paper] [Code]
	Zhiliang Peng, Zonghao Guo, Wei Huang, Yaowei Wang, Lingxi Xie, Jianbin Jiao, Qixiang Ye Conformer: Local features coupling global representations for visual recognition and detection IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 [Paper] [Code]
	Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei A Unified View of Masked Image Modeling Transactions on Machine Learning Research, 2023 [Paper] [Code]
	Hongyu Wang, Shuming Ma, Shaohan Huang, Li Dong, Wenhui Wang, Zhiliang Peng, Yu Wu, Payal Bajaj, Saksham Singhal, Alon Benhaim, Barun Patra, Zhun Liu, Vishrav Chaudhary, Xia Song, Furu Wei Foundation Transformers International Conference on Machine Learning, 2023 [arXiv preprint]
	Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023 [Paper] [Code]
	Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers [arXiv preprint] [Code]
	Xiaosong Zhang, Feng Liu, Zhiliang Peng, Zonghao Guo, Fang Wan, Xiangyang Ji, Qixiang Ye Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection [arXiv preprint]
	Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang, Jianbin Jiao, Qixiang Ye Conformer: Local features coupling global representations for visual recognition Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 [Paper] [Code]
	Wei Gao, Fang Wan, Xingjia Pan, Zhiliang Peng, Qi Tian, Zhenjun Han, Bolei Zhou, Qixiang Ye TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 [Paper] [Code]
	Zhiliang Peng, Wei Huang, Zonghao Guo, Xiaosong Zhang, Jianbin Jiao, Qixiang Ye Long-tailed Distribution Adaptation Proceedings of the 29th ACM International Conference on Multimedia, 2021 [Paper] [Code]

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