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Xinxiao Wu

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20072024

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  • 2024

    Multi-Modal Prompting for Open-Vocabulary Video Visual Relationship Detection

    Yang, S., Wang, Y., Ji, X. & Wu, X., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 6513-6521 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Relational Distant Supervision for Image Captioning without Image-Text Pairs

    Qi, Y., Zhao, W. & Wu, X., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 5 ed. Association for the Advancement of Artificial Intelligence, p. 4524-4532 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    Bootstrap Generalization Ability from Loss Landscape Perspective

    Chen, H., Shao, S., Wang, Z., Shang, Z., Chen, J., Ji, X. & Wu, X., 2023, Computer Vision – ECCV 2022 Workshops, Proceedings. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 500-517 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13806 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Citations (Scopus)

  • Counterfactual Inference for Visual Relationship Detection in Videos

    Ji, X., Chen, J. & Wu, X., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 162-167 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Exploring Spatial-Temporal Instance Relationships in an Intermediate Domain for Image-to-Video Object Detection

    Wen, Z., Chen, J. & Wu, X., 2023, Computer Vision – ACCV 2022 Workshops - 16th Asian Conference on Computer Vision, Revised Selected Papers. Zheng, Y., Keleş, H. Y. & Koniusz, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 360-375 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13848 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Probability Distribution Based Frame-supervised Language-driven Action Localization

    Yang, S., Shang, Z. & Wu, X., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 5164-5173 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Teaching What You Should Teach: A Data-Based Distillation Method

    Shao, S., Chen, H., Huang, Z., Gong, L., Wang, S. & Wu, X., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 1351-1359 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2022

    Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning

    Chen, J., Ji, X. & Wu, X., 30 Jun 2022, AAAI-22 Technical Tracks 1. Association for the Advancement of Artificial Intelligence, p. 276-284 9 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Adaptive Recursive Circle Framework for Fine-Grained Action Recognition

    Lin, H., Zhao, W. & Wu, X., 2022, ICME 2022 - IEEE International Conference on Multimedia and Expo 2022, Proceedings. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2022-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Entity-aware and Motion-aware Transformers for Language-driven Action Localization

    Yang, S. & Wu, X., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 1552-1558 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Preserving Fine-Grained Style Consistency for Universal Image Style Transfer

    Zhu, Y., Wu, X. & Chen, J., 2022, Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022. Institute of Electrical and Electronics Engineers Inc., p. 534-539 6 p. (Proceedings - 2022 37th Youth Academic Annual Conference of Chinese Association of Automation, YAC 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    Anticipating Future Relations via Graph Growing for Action Prediction

    Wu, X., Zhao, J. & Wang, R., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 2952-2960 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 4A).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • IMAGE CAPTIONING WITH INHERENT SENTIMENT

    Li, T., Hu, Y. & Wu, X., 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Multi-modal Dependency Tree for Video Captioning

    Zhao, W., Wu, X. & Luo, J., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 6634-6645 12 p. (Advances in Neural Information Processing Systems; vol. 8).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Citations (Scopus)

  • Spatial-temporal Causal Inference for Partial Image-to-video Adaptation

    Chen, J., Wu, X., Hu, Y. & Luo, J., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 1027-1035 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 2A).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)
  • 2020

    Hierarchical Matching and Reasoning for Action Localization via Language Query

    Li, T. & Wu, X., 2020, Pattern Recognition and Computer Vision - 3rd Chinese Conference, PRCV 2020, Proceedings. Peng, Y., Zha, H., Liu, Q., Lu, H., Sun, Z., Liu, C., Chen, X. & Yang, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-148 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12307 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Joint commonsense and relation reasoning for image and video captioning

    Hou, J., Wu, X., Zhang, X., Qi, Y., Jia, Y. & Luo, J., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 10973-10980 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    41 Citations (Scopus)

  • MemCap: Memorizing style knowledge for image captioning

    Zhao, W., Wu, X. & Zhang, X., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 12984-12992 9 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    58 Citations (Scopus)

  • Preserving Global and Local Temporal Consistency for Arbitrary Video Style Transfer

    Wu, X. & Chen, J., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 1791-1799 9 p. (MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)
  • 2019

    Exploiting human pose for weakly-supervised temporal action localization

    Zhu, B., Li, T. & Wu, X., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part III. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 466-478 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11859 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Joint syntax representation learning and visual cue translation for video captioning

    Hou, J., Wu, X., Zhao, W., Luo, J. & Jia, Y., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 8917-8926 10 p. 9010931. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    82 Citations (Scopus)

  • Learning weighted video segments for temporal action localization

    Sun, C., Song, H., Wu, X. & Jia, Y., 2019, Pattern Recognition and Computer Vision- 2nd Chinese Conference, PRCV 2019, Proceedings, Part I. Lin, Z., Wang, L., Tan, T., Yang, J., Shi, G., Zheng, N., Chen, X. & Zhang, Y. (eds.). Springer, p. 181-192 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11857 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2018

    Exploiting images for video recognition with hierarchical generative adversarial networks

    Yu, F., Wu, X., Sun, Y. & Duan, L., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 1107-1113 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Citations (Scopus)

  • Representing discrimination of video by a motion map

    Yu, W., Sun, Y., Yu, F. & Wu, X., 2018, Advances in Multimedia Information Processing – PCM 2017 - 18th Pacific-Rim Conference on Multimedia, Revised Selected Papers. Zeng, B., Li, H., El Saddik, A., Fan, X., Jiang, S. & Huang, Q. (eds.). Springer Verlag, p. 703-711 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10735 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised deep learning of mid-level video representation for action recognition

    Hou, J., Wu, X., Chen, J., Luo, J. & Jia, Y., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 6910-6917 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)
  • 2017

    Heterogeneous multi-group adaptation for event recognition in consumer videos

    Yao, M., Wu, X., Chen, M. & Jia, Y., 2017, Image and Graphics - 9th International Conference, ICIG 2017, Revised Selected Papers. Zhao, Y., Taubman, D. & Kong, X. (eds.). Springer Verlag, p. 577-589 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10666 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    Finding Event Videos via Image Search Engine

    Wang, H. & Wu, X., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z.-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1221-1228 8 p. 7395807. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Incremental Discriminant Learning for Heterogeneous Domain Adaptation

    Han, P. & Wu, X., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z.-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1213-1220 8 p. 7395806. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multimedia event detection via deep spatial-temporal neural networks

    Hou, J., Wu, X., Yu, F. & Jia, Y., 25 Aug 2016, 2016 IEEE International Conference on Multimedia and Expo, ICME 2016. IEEE Computer Society, 7552981. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2016-August).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)
  • 2015

    A multiple image group adaptation approach for event recognition in consumer videos

    Zhang, D., Liang, W., Song, H., Dong, Z. & Wu, X., 2015, Image and Graphics - 8th International Conference, ICIG 2015, Proceedings. Zhang, Y.-J. (ed.). Springer Verlag, p. 176-187 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9217).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Heterogeneous discriminant analysis for cross-view action recognition

    Sui, W., Wu, X., Feng, Y., Liang, W. & Jia, Y., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Springer Verlag, p. 566-573 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9492).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Video annotation by incremental learning from grouped heterogeneous sources

    Wang, H., Song, H., Wu, X. & Jia, Y., 2015, Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Revised Selected Papers. Cremers, D., Saito, H., Reid, I. & Yang, M.-H. (eds.). Springer Verlag, p. 493-507 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Weakly Supervised Action Recognition and Localization Using Web Images

    Liu, C., Wu, X. & Jia, Y., 2015, Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Revised Selected Papers. Cremers, D., Saito, H., Reid, I. & Yang, M.-H. (eds.). Springer Verlag, p. 642-657 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9007).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    Modeling the relationship of action, object, and scene

    Liu, J., Wu, X. & Feng, Y., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 2005-2010 6 p. 6977062. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Multi-group adaptation for event recognition from videos

    Feng, Y., Wu, X., Wang, H. & Liu, J., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3915-3920 6 p. 6977384. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)
  • 2013

    Cross-view action recognition over heterogeneous feature spaces

    Wu, X., Wang, H., Liu, C. & Jia, Y., 2013, Proceedings - 2013 IEEE International Conference on Computer Vision, ICCV 2013. Institute of Electrical and Electronics Engineers Inc., p. 609-616 8 p. 6751185. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    40 Citations (Scopus)
  • 2012

    Action recognition with discriminative mid-level features

    Liu, C., Kong, Y., Wu, X. & Jia, Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3366-3369 4 p. 6460886. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Annotating videos from the web images

    Wang, H., Wu, X. & Jia, Y., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2801-2804 4 p. 6460747. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Transfer discriminant-analysis of canonical correlations for view-transfer action recognition

    Wu, X., Liu, C. & Jia, Y., 2012, Advances in Multimedia Information Processing, PCM 2012 - 13th Pacific-Rim Conference on Multimedia, Proceedings. p. 444-454 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7674 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • View-invariant action recognition using latent kernelized structural SVM

    Wu, X. & Jia, Y., 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 5 ed. p. 411-424 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7576 LNCS, no. PART 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    31 Citations (Scopus)
  • 2011

    Action recognition using context and appearance distribution features

    Wu, X., Xu, D., Duan, L. & Luo, J., 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 489-496 8 p. 5995624. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    207 Citations (Scopus)
  • 2009

    Incremental discriminative-analysis of canonical correlations for action recognition

    Wu, X., Liang, W. & Jia, Y., 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 2035-2041 7 p. 5459448. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Citations (Scopus)
  • 2008

    Human action recognition using discriminative models in the learned hierarchical manifold space

    Lei, H., Wei, L., Xinxiao, W. & Yunde, J., 2008, 2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008. 4813416. (2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Tracking articulated hand underlying graphical model with depth cue

    Liu, T., Liang, W., Wu, X. & Chen, L., 2008, Proceedings - 1st International Congress on Image and Signal Processing, CISP 2008. p. 249-253 5 p. 4566654. (Proceedings - 1st International Congress on Image and Signal Processing, CISP 2008; vol. 4).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)