Junsong Yuan

Dr. Junsong Yuan is Professor and Director of Visual Computing Lab at Department of Computer Science and Engineering (CSE), State University of New York at Buffalo, USA. Before joining SUNY Buffalo, he was Associate Professor (2015-2018) and Nanyang Assistant Professor (2009-2015) at Nanyang Technological University (NTU), Singapore. He obtained his Ph.D. from Northwestern University in 2009, M.Eng. from National University of Singapore in 2005, and B.Eng. from Huazhong University of Science Technology (HUST) in 2002. He received Chancellor's Award for Excellence in Scholarship and Creative Activities from SUNY, Nanyang Assistant Professorship from NTU, Outstanding EECS Ph.D. Thesis award from Northwestern University, and Best Paper Award from IEEE Trans. on Multimedia. He serves as Senior Area Editor of Journal of Visual Communication and Image Representation (JVCI), Associate Editor of IEEE Trans. on Image Processing (T-IP), IEEE Trans. on Circuits and Systems for Video Technology (T-CSVT), and Machine Vision and Applications (MVA). He also serves as General/Program Co-chair of ICME and Area Chair for CVPR, ICCV, ECCV, ACM MM, etc. He was elected Faculty Senator at Both SUNY Buffalo and NTU. He is a Fellow of IEEE and IAPR.

Selected Publications

• Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David Doermann, Junsong Yuan, Terrence Chen, and Ziyan Wu, “PREF: Predictability Regularized Neural Motion Fields”, in Proc. European Conf. on Computer Vision (ECCV), 2022 (Oral)
• Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, and Robert Wang, “Neural Correspondence Field for Object Pose Estimation”, in Proc. European Conf. on Computer Vision (ECCV), 2022
• Shenyuan Gao, Chunluan Zhou, Chao Ma, Xinggang Wang, and Junsong Yuan, “AiATrack: Attention in Attention for Transformer Visual Tracking”, in Proc. European Conf. on Computer Vision (ECCV), 2022
• Jialian Wu, Sudhir Yarram, Hui Liang, Tian Lan, Junsong Yuan, Jayan Eledath, and Gerard Medioni, “Efficient Video Instance Segmentation via Tracklet Query and Proposal”, in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022
• Suchen Wang, Yueqi Duan, Henghui Ding, Yap-Peng Tan, Kim-Hui Yap, Junsong Yuan, “Learning Transferable Human-Object Interaction Detector with Natural Language Supervision”, in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
• Jinlu Zhang, Zhigang Tu, Jianyu Yang, Yujin Chen, and Junsong Yuan, “MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video”, in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR)
• Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, and Zicheng Liu, “OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning”, in Proc. AAAI Conf. on Artificial Intelligence (AAAI)
• Zhiwen Fang, Zhiguo Cao, Yang Xiao, Kaicheng Gong, and Junsong Yuan, “MAT: Multianchor Visual Tracking With Selective Search Region”, in IEEE Trans. on Cybernetics (T-CYB), 2022
• Yuanzhong Liu, Junsong Yuan, and Zhigang Tu, “Motion-Driven Visual Tempo Learning for Video-Based Action Recognition”, in IEEE Trans. on Image Processing (TIP), 2022
• Jialian Wu, Liangchen Song, Qian Zhang, Ming Yang, and Junsong Yuan, “ForestDet: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation”, in IEEE Trans. on Multimedia (TMM), 2022
• Jun Wen, Junsong Yuan, Qian Zheng, Risheng Liu, Zhefeng Gong, and Nenggan Zheng, “Hierarchical domain adaptation with local feature patterns”, in Pattern Recognition (PR), 2022
• Yunpeng Chang, Zhigang Tu, Wei Xie, Bin Luo, Shifu Zhang, Haigang Sui, and Junsong Yuan, “Video anomaly detection with spatio-temporal dissociation”, in Pattern Recognition (PR), 2022