Junwei Liang 's Website
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
Greeting! I'm Junwei Liang, a Ph.D. candidate under the supervision of Prof. Alexander Hauptmann at Carnegie Mellon University.
My research focus is large-scale video analysis and retrieval.
I am also doing research in event reconstruction from unorganized social media videos.
My CV can be found here.
News
Research Experience
Honors and Awards
Selected Publications [Google Scholar]
  1. Peeking into the Future: Predicting Future Person Activities and Locations in Videos [Paper, BibTex, Demo Video, Project Page]
    Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander Hauptmann, Li Fei-Fei
    arXiv Pre-print. To be presented at CVPR2019. (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 [Paper, BibTex, Code/Model/Dataset]
    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 [PDF, BibTex, Code/Model]
    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 [PDF, BibTex]
    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 [demo, PDF, BibTex, Poster ]
    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 [PDF, BibTex]
    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 [PDF, BibTex]
    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 [PDF, BibTex, poster]
    Junwei Liang, Lu Jiang and Alexander Hauptmann
    In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017.
Educations
Selected Professional Activities