Selected Publications Google Scholar [h-index = 21]

  • MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels
    Lu Jiang, Zhengyuan Zhou, Thomas Leung, Li-Jia Li, Li Fei-Fei
    ICML 2018 [pdf], [supplementary materials], [code], [slides]

  • Focal Visual-Text Attention for Visual Question Answering [Spotlight]
    Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, and Alexander Hauptmann
    CVPR 2018 [pdf], [project page]

  • Graph Distillation for Action Detection with Privileged Information
    Zelun Luo, Jun-Ting Hsieh, Lu Jiang, Juan Carlos Niebles, Li Fei-Fei
    ECCV 2018 [pdf], [project page]

  • Decoupled Novel Object Captioner
    Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang
    ACM MM 2018 [pdf]

  • MemexQA: Visual Memex Question Answering
    Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander Hauptmann
    arxiv 2017 [pdf], [project page], [demo video]

  • Delving Deep into Personal Photo and Video Search
    Lu Jiang, Yannis Kalantidis, Liangliang Cao, Sachin, Farfade, Jiliang Tang, Alex Hauptmann
    WSDM 2017 [pdf]

  • Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data
    Junwei Liang, Lu Jiang, Deyu Meng, Alexander Hauptmann
    ICMR 2017 [pdf]

  • Revealing Event Saliency in Unconstrained Video Collection
    Dingwen Zhang, Junwei Han, Lu Jiang, Senmao Ye, Xiaojun Chang
    IEEE Transactions on Image Processing 26(4): 1746-1758 2017 [pdf]

  • Web-scale Multimedia Search for Internet Video Content
    Lu Jiang
    WWW 2016 [pdf], [full thesis]

  • Learning to Detect Concepts from Webly-Labeled Video Data.
    Junwei Liang, Lu Jiang, Deyu Meng, Alexander Hauptmann
    IJCAI 2016, [pdf], [demo video]

  • Fast and Accurate Content-based Semantic Search in 100M Internet Videos
    Lu Jiang, Shoou-I Yu, Deyu Meng, Yi Yang, Teruko Mitamura, Alexander Hauptmann
    ACM MM 2015, [pdf], [slides], [project page]

  • Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos [Best paper candidate]
    Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander Hauptmann
    ICMR 2015, [pdf], [slides], [project page]
    Featured in Pittsburgh Supercomputer Center Science Highlights

  • Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second
    Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang and Alexander Hauptmann
    ICMR 2015, [pdf]

  • Self-paced Curriculum Learning. [Oral]
    Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander Hauptmann
    AAAI 2015, [pdf], [supplementary materials], [demo code]

  • Self-paced Learning for Matrix Factorization
    Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander Hauptmann
    AAAI 2015, [pdf], [supplementary materials]

  • A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection
    Dingwen Zhang, Deyu Meng, Chao Li, Lu Jiang, Qian Zhao, Junwei Han
    ICCV 2015, [pdf]

  • Self-paced Learning with Diversity
    Lu Jiang, Deyu Meng, Shoou-I Yu, Zhenzhong Lan, Shiguang Shan, Alexander Hauptmann
    NIPS 2014, [pdf], [supplementary materials], [project page]

  • Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search
    Lu Jiang, Deyu Meng, Teruko Mitamura, Alexander Hauptmann
    ACM MM 2014, [pdf], [slides]

  • Improvements to Speaker Adaptive Training of Deep Neural Networks
    Yajie Miao, Lu Jiang, Hao Zhang, Florian Metze
    SLT 2014, [pdf], [project page]

  • Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations [Best paper candidate]
    Lu Jiang, Wei Tong, Deyu Meng, Alexander Hauptmann
    ICMR 2014, [pdf], [slides]

  • Zero-Example Event Search using MultiModal Pseudo Relevance Feedback
    Lu Jiang, Teruko Mitamura, Shoou-I Yu, Alexander Hauptmann
    ICMR 2014, [pdf], [slides]

  • Viral Video Style: A Closer Look at Viral Videos on YouTube [Best poster at CMU-LTI SRS14]
    Lu Jiang, Yajie Miao, Yi Yang, Zhen-Zhong Lan, Alexander Hauptmann
    ICMR 2014, [pdf], [slides], [dataset]

  • Leveraging High-level and Low-level Features for Multimedia Event Detection
    Lu Jiang, Alexander Hauptmann, Guang Xiang
    ACM MM 2012, [pdf], [slides]

  • Mining Learning-Dependency between Knowledge Units from Text
    Jun Liu, Lu Jiang, Zhaohui Wu, Qinghua Zheng, Yanan Qian
    The VLDB Journal, 20(3): 335-345, 2011, [pdf]

  • A Peep at Pornography Web in China
    Zhaohui Wu, Lu Jiang, Qinghua Zheng, Zhenhua Tian, Jun Liu, Junzhou Zhao
    Web of Science, 2010 [pdf]

  • Efficient Deep Crawling using Reinforcement Learning
    Lu Jiang, Zhaohui Wu, Qian Feng, Jun Liu, Qinghua Zheng
    PAKDD, 2010 [pdf]


Workshop Papers

  • Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification
    Po-Yao Huang, Ye Yuan, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann
    arxiv, 2017 [pdf]

  • Early Implementation Experience with Wearable Cognitive Assistance Applications
    Zhuo Chen, Lu Jiang, Wenlu Hu, Kiryong Ha, Brandon Amos, Padmanabhan Pillai, Alex Hauptmann and Mahadev Satyanarayanan
    WearSys at MobiSys, 2015 [pdf]

  • CMU-Informedia@ TRECVID 2014 [Best performer in the TRECVID multimedia event detection task 2014]
    Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du,Yang Cai, Lara Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard Stern and Alexander Hauptmann.
    NIST TRECVID 2014 [pdf]

  • CMU-Informedia@ TRECVID 2013 [Best performer in the TRECVID multimedia event search task 2013]
    Zhen-Zhong Lan, Lu Jiang, Shoou-I Yu, Shourabh Rawat, Yang Cai, Chenqiang Gao, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard Stern, Teruko Mitamura, Eric Nyberg, and Alexander Hauptmann
    NIST TRECVID 2013 [pdf]

  • Informedia@ TRECVID 2011: Surveillance Event Detection [Best performer in the TRECVID surveillance event detection task 2011]
    Longfei Zhang, Lu Jiang, Lei Bao, Shohei Takahashi, Yuanpeng Li, Alexander Hauptmann NIST TRECVID 2011 [pdf]