News

• ● 2024.4. 一篇论文被CCF-A类中文期刊《计算机辅助设计与图形学学报》接收！

• ●2024.3. 受邀担任CCF-A类会议IEEE VIS程序委员会委员

• ●2024.2 受邀担任TiiS杰出审稿人（Distinguished Reviewer)
  

【团队目前有较多大模型课题，并且有算力支撑，欢迎考研同学联系】

团队目前有若干博士生和硕士生名额，有意向者可提前联系。同时也欢迎本科生加入参与科研。

研究方向

本人研究方向涵盖机器学习和可视分析领域，旨在充分发挥机器和人各自的优势，并将它们有机结合，以更有效地解决实际问题，比如应用于气象预测和水稻育种等领域。一方面，借助机器学习理论，设计出高效的算法，以提升模型性能，将机器的计算能力最大化。另一方面，结合可视化技术和人机交互理论，构建直观且高效的可视分析系统，使人与机器之间能够协同工作，将人的认知和决策能力最大化。

希望你：

1.对做研究有兴趣和热情，并且有自我驱动力【兴趣是最好的老师】

2.编程能力强，数学知识扎实，能够正常阅读英文文献

3.对机器学习和深度学习有一定基础【自学课程：实用机器学习，动手学深度学习】

感兴趣的同学可以将简历和成绩单发至我邮箱。

(# indicates corresponding author)

• -Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu. Enhancing Single-Frame Supervision for Better Temporal Action Localization.IEEE Transactions on Visualization and Computer Graphics(CCF A). 2024.

• - 吕斐，陈长建^#， 张嘉鹏， 冯冼， 唐卓.面向超级计算机系统的可视化综述. 计算机辅助设计与图形学学报(CCF A). 2024.

• -Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu. A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.IEEE Transactions on Visualization and Computer Graphics(CCF A,IEEE VIS),2024 Vol. 30(1): 76-86.

• -Yuxing Zhou, Weikai Yang, Jiashu Chen,Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu. Cluster Aware Grid Layout.IEEE Transactions on Visualization and Computer Graphics(CCF A, IEEE VIS),2024 Vol. 30(1): 240-250.

• -Jianben He, Xingbo Wang, Kam Kwai Wong, Xijie Huang,Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu. VideoPro: A Visual Analytics Approach for Interactive Video Programming.IEEE Transactions on Visualization and Computer Graphics(CCF A, IEEE VIS),2024 Vol. 30(1): 87-97.

• -Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu. Towards Better Caption Supervision for Object Detection. IEEE Transactions on Visualization and Computer Graphics (CCF A), 2022 Vol. 28(4): 1941-1954.

• -Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu. Interactive Graph Construction for Graph-Based Semi-Supervised Learning. IEEE Transactions on Visualization and Computer Graphics (CCF A), 2021 Vol. 27(9): 3701-3716.

• -Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, and Shixia Liu. OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. IEEE Transactions on Visualization and Computer Graphics (CCF A), 2021 Vol. 27(7): 3335-3349.

• -Shixia Liu,Changjian Chen, Yafeng Lu, Fangxin Ouyang, Bin Wang. An Interactive Method to Improve Crowdsourced Annotations. IEEE Transactions on Visualization and Computer Graphics (CCF A), 2019 Vol. 25(1): 235-245.