代表性成果
近年来,以第一作者/通讯作者发表学术论文10余篇,包括CCF A类会议CVPR,ICCV,中科院一区期刊IEEE TNNLS,TCSVT,IEEE JBHI,NN等。代表作如下:
[1]Tongtong Yuan; Xuange Zhang; Kun Liu; Bo Liu; Chen Chen; Jian Jin; Zhenzhen Jiao; Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges, IEEE Conference on Computer Vision and Pattern Recognition 2024, Seattle WA, USA, 2024 (CCF-A 会议论文)
[2]Xuange Zhang, Dengjie Li, Bo Liu, Zenghao Bao, Yao Zhou, Baisong Yang, liuzhongying, Yujie Zhong,Tongtong Yuan*.Layer-wise Vision Injection with Disentangled Attention for Efficient LVLMs,ICCV 2025, Honolulu, Hawaii, United States, 2025.(CCF-A 会议论文)
[3]BoLiu,KeyiFu ,TongtongYuan*,ShenGeng. Spurious Local Minima Provably Exist for Deep CNNs: Theory and Application. IEEE Trans Neural Netw Learn Syst. 2026.(中科院一区期刊论文)
[4]Tongtong Yuan; Xuange Zhang; Bo Liu; Kun Liu, Jian Jin; Zhenzhen Jiao.Surveillance Video-and-Language Understanding: from Small to Large Multimodal Models[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2025(中科院一区期刊论文)
[5]Tongtong Yuan; Zulin Li; Bo Liu; Yinan Tang; Yujia Liu ; ARPruning: An automatic channel pruning based on attention map ranking, Neural Networks, 2024 (中科院一区期刊论文)