About Me

I am an Assistant Professor in the Department of Computer Engineering at the Rochester Institute of Technology (RIT). My research interests include AI/ML/DL/CV/HCI. In my leisure time, I like playing soccer and hiking with my family. In addition, I have a handsome boy 🐈 Mr. "Tiger", who is apparently well-known at RIT.


Research

I have dedicated my research efforts to develop AI-based solutions for interdisciplinary research to address challenges with societal relevance. My studied domains span from transportation to agriculture, and to medical science. I am continuously looking for doctoral/master/undergrad students to work with my research projects. If you want to develop awesome AI tools for real-world problems, I think we need to talk 😄


Recent Publications

WWW 2022
WebFormer: The Web-page Transformer for Structure Information Extraction
Qifan Wang, Yi Fang, Anirudh Ravula, Fuli Feng, Xiaojun Quan, and Dongfang Liu*. (* corresponding author)
WACV 2022
DG-Labeler and DGL-MOTS Dataset:Boost the Autonomous Driving Perception
Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Victor Chen, Lin Li, and Dongfang Liu*. (* corresponding author)
ICCV 2021
TF-Blender: Temporal Feature Blender for Video Object Detection
Yiming Cui, Liqi Yan, Zhiwen Cao and Dongfang Liu*. (* corresponding author)
CVPR 2021
SG-Net: Spatial Granularity Network for Multi-Object Tracking and Segmentation
Dongfang Liu, Yiming Cui, and Yingjie Chen.
AAAI 2021
DenserNet: Weakly Supervised Visual Localization Using Multi-scale Features
Dongfang Liu, Yiming Cui, Baijian Yang, and Yingjie Chen.
WACV 2021
A Vector-Based Representation to Enhance Head Pose Estimation
Zhiwen Cao, Zongcheng Chu, Dongfang Liu, and Yingjie Chen.
ICASSP 2021
Hierarchical Attention Fusion for Geo-Localization
Liqi Yan, Yiming Cui, Yingjie Chen, and Dongfang Liu*. (* corresponding author)
IROS 2020
Multimodal Aggregation Approachfor Memory Vision-Voice Indoor Navigation with Meta-Learning
Liqi Yan*, Dongfang Liu*, and Changbin Yu. (* first coauthor)
ICPR 2020
Visual Localization for Autonomous Driving: Mapping the Accurate Location in the City Maze
Dongfang Liu, Yiming Cui, and Yingjie Chen.

Services

  • Reviewer: The Conference on Computer Vision and Pattern Recognition (CVPR), 2022
  • PC: The Association for the Advancement of Artificial Intelligence (AAAI), 2022
  • Reviewer: IEEE International Conference on Robotics and Automation (ICRA), 2022
  • Reviewer: The International Conference on Computer Vision (ICCV), 2021
  • Reviewer: The Conference on Computer Vision and Pattern Recognition (CVPR), 2021
  • Reviewer: The Winter Conference on Applications of Computer Vision (WACV), 2021
  • Reviewer: The Visual Computer, 2021
  • Reviewer: British Machine Vision Conference (BMVC), 2020
  • Reviewer: International Symposium on Visual Computing, 2020
  • Reviewer: AMC AutomotiveUI, 2020
  • Reviewer: IEEE Intelligent Vehicles Symposium, 2019
  • Reviewer: IEEE Vehicular Technology Conference, 2019