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)
Introduction
Greetings! I'm a 2nd 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. 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 a Chinese media (量子位, 02/13/2019), with 30k+ views in a week.)
  2. 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)
  3. 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)
  4. Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data
    Junwei Liang, Lu Jiang, Deyu Meng, and Alexander Hauptmann
    In ACM International Conference on Multimedia Retrieval (ICMR), 2017.
  5. Webly-Supervised Learning of Multimodal Video Detectors
    Junwei Liang, Lu Jiang, and Alexander Hauptmann
    In AAAI Conference on Artificial Intelligence (AAAI), 2017.
  6. 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.
  7. Video Description Generation using Audio and Visual Cues
    Qin Jin, and Junwei Liang
    In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
  8. 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.
Educations
Academic Service