Yunjie Tian  

Biography

I am a Ph.D. candidate of LAMP 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 Jilin University, Changchun in 2019.

I collaborate closely with Dr. Lingxi Xie.

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

Publications

	Jihao Qiu, Yuan Zhang, Xi Tang, Lingxi Xie, Tianren Ma, Pengyu Yan, David Doermann, Qixiang Ye, Yunjie Tian Artemis: Towards Referential Understanding in Complex Videos NeurIPS, 2024 [Paper] [Code]
	Zhaozhi Wang, Yue Liu, Yunfan Liu, Hongtian Yu, Yaowei Wang, Qixiang Ye, Yunjie Tian vHeat: Building Vision Models upon Heat Conduction [Paper] [Code]
	Tianren Ma, Lingxi Xie, Yunjie Tian, Boyu Yang, Yuan Zhang, David Doermann, Qixiang Ye ClawMachine: Fetching Visual Tokens as An Entity for Referring and Grounding [Paper] [Code]
	Yunjie Tian, Tianren Ma, Lingxi Xie, Jihao Qiu, Xi Tang, Yuan Zhang, Jianbin Jiao, Qi Tian, Qixiang Ye ChatterBox: Multi-round Multimidal Referring and Grounding [Paper] [Code]
	Yue Liu, Yunjie Tian, Yuzhong Zhao, Hongtian Yu, Lingxi Xie, Yaowei Wang, Qixiang Ye, Yunfan Liu VMamba: Visual State Space Model NeurIPS, 2024 [Paper] [Code]
	Yunjie Tian, Lingxi Xie, Jihao Qiu, Jianbin Jiao, Qi Tian, Qixiang Ye Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration TPAMI, 2024 [Paper] [Code]
	Yunjie Tian, Lingxi Xie, Jiemin Fang, Jianbin Jiao, Qixiang Ye, Qi Tian Exploring Complicated Search Spaces with Interleaving-Free Sampling TNNLS, 2024 [Paper]
	*Hongtian Yu, *Yunjie Tian, Qixiang Ye, Yunfan Liu Spatial Transform Decoupling for Oriented Object Detection AAAI, 2024 [Paper] [Code]
	Yunjie Tian, Lingxi Xie, Zhaozhi Wang, Longhui Wei, Xiaopeng Zhang, Jianbin Jiao, Qi Tian, Qixiang Ye Integragrally Pre-Trained Transformer Pyramid Networks CVPR, 2023 [Paper] [Pre.] [Code]
	*Xiaosong Zhang, *Yunjie Tian, Lingxi Xie, Wei Huang, Qi Dai, Qixiang Ye, Qi Tian HiViT: A Simpler and More Efficient Design of Hierarchical Vision Transformer ICLR, 2023 [Paper] [Code] [arXiv preprint]
	Yunjie Tian, Lingxi Xie, Mengnan Shi, Jiemin Fang, Xiaopeng Zhang, Jianbin Jiao, Qi Tian, Qixiang Ye Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers [Paper] [Code]
	Weixi Zhao, Weiqiang Wang, Yunjie Tian GraFormer: Graph-Oriented Transformer for 3D Pose Estimation CVPR, 2022 [Paper] [Code]
	Yunjie Tian, Chang Liu, Lingxie Xie, Qixiang Ye Discretization-Aware Architecture Search Pattern Recognition, 2021 [Paper] [Code]
	Yunjie Tian, Lingxi Xie, Xiaopeng Zhang, Jiemin Fang, Haohang Xu, Wei Huang, Jianbin Jiao, Qi Tian, Qixiang Ye Semantic-Aware Generation for Self-Supervised Visual Representation Learning [Paper] [Code]
	*Chang Liu, *Yunjie Tian, Zhiwen Chen, Jianbin Jiao, Qixiang Ye Adaptive Linear Span Network for Object Skeleton Detection TIP, 2021 [arXiv preprint] [Code]

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