Zhong Yijie

Ph.D. candidate

College of Design and Innovation, Tongji University

Email: dun.haski@gmail.com

Yijie Zhong is a Ph.D. student in College of Design and Innovation at Tongji University, with a Master's from Nanjing University, Department of Computer Science and Technology. His research focuses on personal knowledge extraction and management, knowledge graph and large language model, salient/camouflaged object detection and natural image matting. Zhong will continue to explore the LLM-based agent and practical use in daily life.

Research Interests

Infomation Extraction
Personal Knowledge Management
Knowledge Graph & Large Language Model
Salient / Camouflaged Object Detection

Professional Experience

Huawei 2012 Lab, Shenzheng | Algorithm Engineer Intern | Dec 2023 - Dec 2024

Huawei, Nanjing | Intern | Jun 2018 - Oct 2018

Publications

Huifang Du, Xuejing Feng, Jun Ma, Meng Wang, Shiyu Tao, Yijie Zhong, Yuan-Fang Li, and Haofen Wang. (IJCAI 2024). Towards proactive interactions for in-vehicle conversational assistants utilizing large language models. Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence.
Yanfeng Wang, Lv Tang, Yijie Zhong, and Bo Li. (TCSVT 2024). From Composited to Real-World: Transformer-Based Natural Image Matting. IEEE Transactions on Circuits and Systems for Video Technology.
Yijie Zhong, Bo Li, Lv Tang, Senyun Kuang, Shuang Wu, Shouhong Ding. (CVPR 2022). Detecting Camouflaged Object in Frequency Domain. IEEE/CVF Conference on Computer Vision and Pattern Recognition.
Yijie Zhong, Zhengxing Sun, Yunhan Sun, Shoutong Luo, Yi Wang, Wei Zhang. (ICIP 2022). Multi-view 3D Reconstruction from Video with Transformer. IEEE International Conference on Image Processing.
Yijie Zhong, Zhengxing Sun, Shoutong Luo, Yunhan Sun, Wei Zhang. (MMM 2022). Category-Sensitive Incremental Learning for Image-Based 3D Shape Reconstruction. International Conference on MultiMedia Modeling.
Yijie Zhong, Bo Li, Lv Tang, Hao Tang, and Shouhong Ding. (BMVC 2021). Highly Efficient Natural Image Matting. 32nd British Machine Vision Conference 2021.
Lv Tang, Bo Li, Yijie Zhong, Shouhong Ding, and Mofei Song. (ICCV 2021). Disentangled High Quality Salient Object Detection. IEEE/CVF International Conference on Computer Vision.
Yunjie Wu, Zhengxing Sun, Youcheng Song, Yunhan Sun, Yijie Zhong, Jinlong Shi. (AAAI 2021). Shape-Pose Ambiguity in Learning 3D Reconstruction from Images. Thirty-Fifth AAAI Conference on Artificial Intelligence.