Junwei Liang
Junwei Liang (Ph.D. Candidate)       梁俊卫
Language Technologies Institute
School of Computer Science
Carnegie Mellon University

Office: Gates and Hillman Centers 5513
Email: junweil at cs dot cmu dot edu (junweil@cs.cmu.edu)
Publications
Research
Honors
Google Scholar
Code
Introduction
Greetings! I'm a 3rd year Ph.D. student under the supervision of Prof. Alexander Hauptmann at Carnegie Mellon University.
My research interests are large-scale computer vision and natural language processing.
I am also doing research/building tools for event reconstruction from unorganized social media videos for public safety projects.
News
Research Experience
Honors and Awards
Selected Publications [Google Scholar]
  1. The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction
    Junwei Liang, Lu Jiang, Kevin Murphy, Ting Yu, Alexander Hauptmann
    Preprint, 2019.
    Paper BibTex Demo Video Project Page/Code/Model
  2. Peeking into the Future: Predicting Future Person Activities and Locations in Videos
    Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (Translated and reported by multiple Chinese media (量子位 & 机器之心, 02/13/2019), with 30k+ views in a week.)
    Paper BibTex Demo Video Project Page/Code/Model
  3. Shooter Localization Using Social Media Videos
    Junwei Liang, Jay Aronson, Alexander Hauptmann
    In Proceedings of the 27th ACM International Conference on Multimedia, 2019.
    (Press coverage: , , , , , , , , , )
    Paper BibTex Demo Video Project Page
  4. Focal Visual-Text Attention for Memex Question Answering
    Junwei Liang, Lu Jiang, Liangliang Cao, Yannis Kalantidis, Li-Jia Li, and Alexander Hauptmann
    In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). (Journal Regular Paper)
    Paper BibTex Demo Video Code/Model/Dataset
  5. Focal Visual-Text Attention for Visual Question Answering
    Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, and Alexander Hauptmann
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018. (Spotlight Paper, 6.8% acceptance rate)
    Paper BibTex Code/Model Presentation
  6. An Event Reconstruction Tool for Conflict Monitoring Using Social Media
    Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, and Alexander Hauptmann
    In AAAI Conference on Artificial Intelligence (AAAI), 2017.
    Paper BibTex Demo Video Project Page
  7. Webly-Supervised Learning of Multimodal Video Detectors
    Junwei Liang, Lu Jiang, and Alexander Hauptmann
    In AAAI Conference on Artificial Intelligence (AAAI), 2017.
    Paper BibTex Demo Video Poster
  8. Learning to detect concepts from webly-labeled video data
    Junwei Liang, Lu Jiang, Deyu Meng, and Alexander Hauptmann
    In International Joint Conference on Artificial Intelligence (IJCAI), 2016.
    Paper BibTex Demo Video
  9. Video Description Generation using Audio and Visual Cues
    Qin Jin, and Junwei Liang
    In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
    Paper BibTex
  10. Temporal Localization of Audio Events for Conflict Monitoring in Social Media
    Junwei Liang, Lu Jiang and Alexander Hauptmann
    In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017.
    Paper BibTex Demo Video
Educations
Academic Service
Web Applications Portfolio
Informedia Lab, Language Technologies Institute
School of Computer Science
Carnegie Mellon University
Created and designed by Junwei Liang in CMU.