Yunjie Tian  

Biography

I am currently a postdoctoral associate at the University at Buffalo, working with Prof. David Doermann.

In 2024, I got a Ph.D. at 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. in Jilin University, Changchun in 2019.

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

Publications

	Yunjie Tian, Qixiang Ye, David Doermann YOLOv12: Attention-Centric Real-Time Object Detectors [Paper] [Code]
	Xi Tang, Jihao Qiu, Lingxi Xie, Yunjie Tian, Jianbin Jiao, Qixiang Ye Adaptive Keyframe Sampling for Long Video Understanding CVPR, 2025 [Paper] [Code]
	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 CVPR, 2025 [Paper] [Code]
	Tianren Ma, Lingxi Xie, Yunjie Tian, Boyu Yang, Qixiang Ye ClawMachine: Fetching Visual Tokens as An Entity for Referring and Grounding ICLR, 2025 [Paper] [Code]
	Yunjie Tian, Tianren Ma, Lingxi Xie, Qixiang Ye ChatterBox: Multi-round Multimidal Referring and Grounding AAAI, 2025 [Paper] [Code]
	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 Pattern Recognition, 2025 [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 (2.4k stars)]
	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]
	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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