publications

2023

1. 

   KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection

   Yadan Luo, Zhuoxiao Chen, Zhen Fang,  Zheng Zhang, and 2 more authors

   In 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023

   ICCV

   arXiv Bib Code

   @inproceedings{DBLP:conf/iccv/Luo23,
     author = {Luo, Yadan and Chen, Zhuoxiao and Fang, Zhen and and Zheng Zhang and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection},
     booktitle = {2023 {IEEE/CVF} International Conference on Computer Vision, {ICCV}},
     publisher = {{IEEE}},
     year = {2023},
   }

2. 

   Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling

   Zhuoxiao Chen, Yadan Luo, Zi Huang, and Mahsa Baktashmotlagh

   In 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023

   ICCV

   arXiv Bib Code

   @inproceedings{DBLP:conf/iccv/Luo24,
     author = {Chen, Zhuoxiao and Luo, Yadan and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling},
     booktitle = {2023 {IEEE/CVF} International Conference on Computer Vision, {ICCV}},
     publisher = {{IEEE}},
     year = {2023},
   }

3. ICCV

   How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability

   Zijian Wang, Yadan Luo, Liang Zheng, Zi Huang, and 1 more author

   In 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023

   ICCV

   Bib

   @inproceedings{DBLP:conf/iccv/Luo25,
     author = {Wang, Zijian and Luo, Yadan and Zheng, Liang and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability},
     booktitle = {2023 {IEEE/CVF} International Conference on Computer Vision, {ICCV}},
     publisher = {{IEEE}},
     year = {2023},
   }

4. PR

   Deep Collaborative Graph Hashing for Discriminative Image Retrieval

   Zheng Zhang, Jianning Wang, Lei Zhu, Yadan Luo, and 1 more author

   Pattern Recognition 2023

   PR
5. PR

   Hypercomplex context guided interaction modeling for scene graph generation

   Zheng Wang, Xing Xu, Yadan Luo, Guoqing Wang, and 1 more author

   Pattern Recognition 2023

   PR
6. 

   Source-free Progressive Graph Learning for Open-set Domain Adaptation

   Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, and 1 more author

   IEEE Transactions on Pattern Analysis and Machine Intelligence 2023

   TPAMI

   arXiv Bib Code

   @article{luo2022source,
     title = {Source-free Progressive Graph Learning for Open-set Domain Adaptation},
     author = {Luo, Yadan and Wang, Zijian and Chen, Zhuoxiao and Huang, Zi and Baktashmotlagh, Mahsa},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2023},
   }

7. 

   Exploring Active 3D Object Detection from a Generalization Perspective

   Yadan Luo, Zhuoxiao Chen, Zijian Wang, Xin Yu, and 2 more authors

   In International Conference on Learning Representations, ICLR 2023 2023

   ICLR

   arXiv Bib Code

   @inproceedings{DBLP:conf/iclr/crb,
     author = {Luo, Yadan and Chen, Zhuoxiao and Wang, Zijian and Yu, Xin and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {Exploring Active 3D Object Detection from a Generalization Perspective},
     booktitle = {International Conference on Learning Representations, {ICLR} 2023},
     publisher = {OpenReview.net},
     year = {2023},
   }

8. WACV

   FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification

   Zijian Wang, Yadan Luo, Zi Huang, and Mahsa Baktashmotlagh

   In IEEE Winter Conference on Applications of Computer Vision, WACV 2023 2023

   WACV

   Bib

   @inproceedings{newwacv,
     author = {Wang, Zijian and Luo, Yadan and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification},
     booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
                    2023},
     publisher = {{IEEE}},
     year = {2023},
   }

2022

1. 

   GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning

   Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, and 1 more author

   IEEE Transactions on Multimedia 2022

   TMM

   Bib PDF

   @article{9830066,
     author = {Chen, Zhi and Luo, Yadan and Wang, Sen and Li, Jingjing and Huang, Zi},
     journal = {IEEE Transactions on Multimedia},
     title = {GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-12},
     doi = {10.1109/TMM.2022.3190678},
     publisher = {IEEE},
   }

2. 

   Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation

   Zixin Wang, Yadan Luo, Peng-Fei Zhang, Sen Wang, and 1 more author

   In IEEE International Conference on Multimedia and Expo, ICME 2022 2022

   ICME

   arXiv Bib PDF Code

   @inproceedings{DBLP:conf/icmcs/WangLZ0H22,
     author = {Wang, Zixin and Luo, Yadan and Zhang, Peng{-}Fei and Wang, Sen and Huang, Zi},
     title = {Discovering Domain Disentanglement for Generalized Multi-Source Domain
                    Adaptation},
     booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2022},
     pages = {1--6},
     publisher = {{IEEE}},
     year = {2022},
     url = {https://doi.org/10.1109/ICME52920.2022.9859733},
     doi = {10.1109/ICME52920.2022.9859733},
     timestamp = {Wed, 31 Aug 2022 09:04:57 +0200},
     biburl = {https://dblp.org/rec/conf/icmcs/WangLZ0H22.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. MM

   Point to Rectangle Matching for Image Text Retrieval

   Zheng Wang, Zhenwei Gao, Xing Xu, Yadan Luo, and 2 more authors

   In MM ’22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022 2022

   MM

   Bib PDF

   @inproceedings{DBLP:conf/mm/WangGXLYS22,
     author = {Wang, Zheng and Gao, Zhenwei and Xu, Xing and Luo, Yadan and Yang, Yang and Shen, Heng Tao},
     editor = {Magalh{\~{a}}es, Jo{\~{a}}o and Bimbo, Alberto Del and Satoh, Shin'ichi and Sebe, Nicu and Alameda{-}Pineda, Xavier and Jin, Qin and Oria, Vincent and Toni, Laura},
     title = {Point to Rectangle Matching for Image Text Retrieval},
     booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
                    Portugal, October 10 - 14, 2022},
     pages = {4977--4986},
     publisher = {{ACM}},
     year = {2022},
     url = {https://doi.org/10.1145/3503161.3548237},
     doi = {10.1145/3503161.3548237},
     timestamp = {Fri, 14 Oct 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mm/WangGXLYS22.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2021

1. 

   Learning to Diversify for Single Domain Generalization

   Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, and 1 more author

   In 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021 2021

   ICCV

   arXiv Bib PDF Code

   @inproceedings{DBLP:conf/iccv/WangLQHB21,
     author = {Wang, Zijian and Luo, Yadan and Qiu, Ruihong and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {Learning to Diversify for Single Domain Generalization},
     booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                    2021, Montreal, QC, Canada, October 10-17, 2021},
     pages = {814--823},
     publisher = {{IEEE}},
     year = {2021},
     url = {https://doi.org/10.1109/ICCV48922.2021.00087},
     doi = {10.1109/ICCV48922.2021.00087},
     timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/iccv/WangLQHB21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2. 

   Semantics Disentangling for Generalized Zero-Shot Learning

   Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, and 3 more authors

   In 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021, Montreal, QC, Canada, October 10-17, 2021 2021

   ICCV

   arXiv Bib PDF Code

   @inproceedings{DBLP:conf/iccv/ChenLQ0H0021,
     author = {Chen, Zhi and Luo, Yadan and Qiu, Ruihong and Wang, Sen and Huang, Zi and Li, Jingjing and Zhang, Zheng},
     title = {Semantics Disentangling for Generalized Zero-Shot Learning},
     booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                    2021, Montreal, QC, Canada, October 10-17, 2021},
     pages = {8692--8700},
     publisher = {{IEEE}},
     year = {2021},
     url = {https://doi.org/10.1109/ICCV48922.2021.00859},
     doi = {10.1109/ICCV48922.2021.00859},
     timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/iccv/ChenLQ0H0021.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. 

   Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph

   Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, and 2 more authors

   IEEE Transactions on Knowledge and Data Engineering 2021

   TKDE

   Bib Code

   @article{luo2021interpretable,
     title = {Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph},
     author = {Luo, Yadan and Huang, Zi and Chen, Hongxu and Yang, Yang and Ying, Hongzhi and Baktashmotlagh, Mahsa},
     journal = {IEEE Transactions on Knowledge and Data Engineering},
     year = {2021},
     publisher = {IEEE},
     doi = {10.1109/TKDE.2021.3139035},
   }

4. 

   Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction

   Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, and 1 more author

   IEEE Transactions on Multimedia 2021

   ICCV

   Bib PDF Code

   @article{DBLP:journals/tmm/WangZLHS21,
     author = {Wang, Zijian and Zhang, Zheng and Luo, Yadan and Huang, Zi and Shen, Heng Tao},
     title = {Deep Collaborative Discrete Hashing With Semantic-Invariant Structure
                    Construction},
     journal = {{IEEE} Transactions on Multimedia},
     volume = {23},
     pages = {1274--1286},
     year = {2021},
     url = {https://doi.org/10.1109/TMM.2020.2995267},
     doi = {10.1109/TMM.2020.2995267},
     timestamp = {Thu, 16 Sep 2021 18:02:47 +0200},
     biburl = {https://dblp.org/rec/journals/tmm/WangZLHS21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

5. 

   Inductive Structure Consistent Hashing via Flexible Semantic Calibration

   Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, and 3 more authors

   IEEE Transactions on Neural Networks Learning Systems 2021

   TNNLS

   Bib PDF

   @article{DBLP:journals/tnn/ZhangLLHSSL21,
     author = {Zhang, Zheng and Liu, Luyao and Luo, Yadan and Huang, Zi and Shen, Fumin and Shen, Heng Tao and Lu, Guangming},
     title = {Inductive Structure Consistent Hashing via Flexible Semantic Calibration},
     journal = {{IEEE} Transactions on Neural Networks Learning Systems},
     volume = {32},
     number = {10},
     pages = {4514--4528},
     year = {2021},
     url = {https://doi.org/10.1109/TNNLS.2020.3018790},
     doi = {10.1109/TNNLS.2020.3018790},
     timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
     biburl = {https://dblp.org/rec/journals/tnn/ZhangLLHSSL21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

6. WWW

   High-order Nonlocal Hashing for Unsupervised Cross-modal Retrieval

   Peng-Fei Zhang, Yadan Luo, Zi Huang, Xin-Shun Xu, and 1 more author

   World Wide Web 2021

   WWW

   Bib PDF

   @article{DBLP:journals/www/ZhangLHXS21,
     author = {Zhang, Peng{-}Fei and Luo, Yadan and Huang, Zi and Xu, Xin{-}Shun and Song, Jingkuan},
     title = {High-order Nonlocal Hashing for Unsupervised Cross-modal Retrieval},
     journal = {World Wide Web},
     volume = {24},
     number = {2},
     pages = {563--583},
     year = {2021},
     url = {https://doi.org/10.1007/s11280-020-00859-y},
     doi = {10.1007/s11280-020-00859-y},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/journals/www/ZhangLHXS21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

7. 

   Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation

   Yang Li, Tong Chen, Yadan Luo, Hongzhi Yin, and 1 more author

   In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021 2021

   arXiv Bib PDF

   @inproceedings{DBLP:conf/ijcai/LiCLYH21,
     author = {Li, Yang and Chen, Tong and Luo, Yadan and Yin, Hongzhi and Huang, Zi},
     editor = {Zhou, Zhi{-}Hua},
     title = {Discovering Collaborative Signals for Next {POI} Recommendation with
                    Iterative Seq2Graph Augmentation},
     booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
                    Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
                    August 2021},
     pages = {1491--1497},
     publisher = {ijcai.org},
     year = {2021},
     url = {https://doi.org/10.24963/ijcai.2021/206},
     doi = {10.24963/ijcai.2021/206},
     timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/ijcai/LiCLYH21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

8. 

   Mitigating Generation Shifts for Generalized Zero-Shot Learning

   Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, and 2 more authors

   In MM ’21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021 2021

   arXiv Bib PDF

   @inproceedings{DBLP:conf/mm/ChenL0QLH21,
     author = {Chen, Zhi and Luo, Yadan and Wang, Sen and Qiu, Ruihong and Li, Jingjing and Huang, Zi},
     editor = {Shen, Heng Tao and Zhuang, Yueting and Smith, John R. and Yang, Yang and Cesar, Pablo and Metze, Florian and Prabhakaran, Balakrishnan},
     title = {Mitigating Generation Shifts for Generalized Zero-Shot Learning},
     booktitle = {{MM} '21: {ACM} Multimedia Conference, Virtual Event, China, October
                    20 - 24, 2021},
     pages = {844--852},
     publisher = {{ACM}},
     year = {2021},
     url = {https://doi.org/10.1145/3474085.3475258},
     doi = {10.1145/3474085.3475258},
     timestamp = {Thu, 13 Oct 2022 17:21:44 +0200},
     biburl = {https://dblp.org/rec/conf/mm/ChenL0QLH21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

9. 

   Conditional Extreme Value Theory for Open Set Video Domain Adaptation

   Zhuoxiao Chen, Yadan Luo, and Mahsa Baktashmotlagh

   In MMAsia ’21: ACM Multimedia Asia, Gold Coast, Australia, December 1 - 3, 2021 2021

   arXiv Bib PDF Code

   @inproceedings{DBLP:conf/mmasia/ChenLB21,
     author = {Chen, Zhuoxiao and Luo, Yadan and Baktashmotlagh, Mahsa},
     editor = {Chen, Changwen and Huang, Helen and Zhou, Jun and Harada, Tatsuya and Cai, Jianfei and Liu, Wu and Xu, Dong},
     title = {Conditional Extreme Value Theory for Open Set Video Domain Adaptation},
     booktitle = {MMAsia '21: {ACM} Multimedia Asia, Gold Coast, Australia, December
                    1 - 3, 2021},
     pages = {20:1--20:8},
     publisher = {{ACM}},
     year = {2021},
     url = {https://doi.org/10.1145/3469877.3490600},
     doi = {10.1145/3469877.3490600},
     timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mmasia/ChenLB21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

10. 

    RoadAtlas: Intelligent Platform for Automated Road Defect Detection and Asset Management

    Zhuoxiao Chen, Yiyun Zhang, Yadan Luo, Zijian Wang, and 2 more authors

    In MMAsia ’21: ACM Multimedia Asia, Gold Coast, Australia, December 1 - 3, 2021 2021

    Bib PDF Slides Website

    @inproceedings{DBLP:conf/mmasia/ChenZLWZS21,
      author = {Chen, Zhuoxiao and Zhang, Yiyun and Luo, Yadan and Wang, Zijian and Zhong, Jinjiang and Southon, Anthony},
      editor = {Chen, Changwen and Huang, Helen and Zhou, Jun and Harada, Tatsuya and Cai, Jianfei and Liu, Wu and Xu, Dong},
      title = {RoadAtlas: Intelligent Platform for Automated Road Defect Detection
                     and Asset Management},
      booktitle = {MMAsia '21: {ACM} Multimedia Asia, Gold Coast, Australia, December
                     1 - 3, 2021},
      pages = {62:1--62:3},
      publisher = {{ACM}},
      year = {2021},
      url = {https://doi.org/10.1145/3469877.3493589},
      doi = {10.1145/3469877.3493589},
      timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
      biburl = {https://dblp.org/rec/conf/mmasia/ChenZLWZS21.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org},
    }

2020

1. 

   Progressive Graph Learning for Open-Set Domain Adaptation

   Yadan Luo, Zijian Wang, Zi Huang, and Mahsa Baktashmotlagh

   In Proc. of the 37th International Conference on Machine Learning, ICML 2020 2020

   ICML

   Bib Code

   @inproceedings{DBLP:conf/icml/LuoWHB20,
     author = {Luo, Yadan and Wang, Zijian and Huang, Zi and Baktashmotlagh, Mahsa},
     title = {Progressive Graph Learning for Open-Set Domain Adaptation},
     booktitle = {Proc. of the 37th International Conference on Machine Learning,
                    {ICML} 2020},
     series = {Proceedings of Machine Learning Research},
     volume = {119},
     pages = {6468--6478},
     publisher = {{PMLR}},
     year = {2020},
     timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
     biburl = {https://dblp.org/rec/conf/icml/LuoWHB20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2. 

   Collaborative Learning for Extremely Low Bit Asymmetric Hashing

   Yadan Luo, Zi Huang, Yang Li, Fumin Shen, and 2 more authors

   IEEE Transactions on Knowledge and Data Engineering 2020

   TKDE

   arXiv Bib PDF Code

   @article{DBLP:journals/tkde/LuoHLSYC21,
     author = {Luo, Yadan and Huang, Zi and Li, Yang and Shen, Fumin and Yang, Yang and Cui, Peng},
     title = {Collaborative Learning for Extremely Low Bit Asymmetric Hashing},
     journal = {IEEE Transactions on Knowledge and Data Engineering},
     volume = {33},
     number = {12},
     pages = {3675--3685},
     year = {2020},
     url = {https://doi.org/10.1109/TKDE.2020.2977633},
     doi = {10.1109/TKDE.2020.2977633},
     biburl = {https://dblp.org/rec/journals/tkde/LuoHLSYC21.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. 

   Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

   Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, and 2 more authors

   In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020 2020

   arXiv Bib PDF Code Slides

   @inproceedings{DBLP:conf/aaai/LuoHZWBY20,
     author = {Luo, Yadan and Huang, Zi and Zhang, Zheng and Wang, Ziwei and Baktashmotlagh, Mahsa and Yang, Yang},
     title = {Learning from the Past: Continual Meta-Learning with Bayesian Graph
                    Neural Networks},
     booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                    2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                    Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                    Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                    February 7-12, 2020},
     pages = {5021--5028},
     publisher = {{AAAI} Press},
     year = {2020},
     url = {https://ojs.aaai.org/index.php/AAAI/article/view/5942},
     timestamp = {Thu, 30 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/aaai/LuoHZWBY20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

4. 

   PAIC: Parallelised Attentive Image Captioning

   Ziwei Wang, Zi Huang, and Yadan Luo

   In Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings 2020

   Bib PDF

   @inproceedings{DBLP:conf/adc/WangHL20,
     author = {Wang, Ziwei and Huang, Zi and Luo, Yadan},
     editor = {Borovica{-}Gajic, Renata and Qi, Jianzhong and Wang, Weiqing},
     title = {{PAIC:} Parallelised Attentive Image Captioning},
     booktitle = {Databases Theory and Applications - 31st Australasian Database Conference,
                    {ADC} 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings},
     series = {Lecture Notes in Computer Science},
     volume = {12008},
     pages = {16--28},
     publisher = {Springer},
     year = {2020},
     url = {https://doi.org/10.1007/978-3-030-39469-1\_2},
     doi = {10.1007/978-3-030-39469-1\_2},
     timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/adc/WangHL20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

5. Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks

   Jiasheng Duan, Yadan Luo, Ziwei Wang, and Zi Huang

   In Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings 2020

   Bib PDF

   @inproceedings{DBLP:conf/adc/DuanLWH20,
     author = {Duan, Jiasheng and Luo, Yadan and Wang, Ziwei and Huang, Zi},
     editor = {Borovica{-}Gajic, Renata and Qi, Jianzhong and Wang, Weiqing},
     title = {Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks},
     booktitle = {Databases Theory and Applications - 31st Australasian Database Conference,
                    {ADC} 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings},
     series = {Lecture Notes in Computer Science},
     volume = {12008},
     pages = {93--104},
     publisher = {Springer},
     year = {2020},
     url = {https://doi.org/10.1007/978-3-030-39469-1\_8},
     doi = {10.1007/978-3-030-39469-1\_8},
     timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/adc/DuanLWH20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

6. Graph-Based Relation-Aware Representation Learning for Clothing Matching

   Yang Li, Yadan Luo, and Zi Huang

   In Databases Theory and Applications - 31st Australasian Database Conference, ADC 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings 2020

   Bib PDF

   @inproceedings{DBLP:conf/adc/LiLH20,
     author = {Li, Yang and Luo, Yadan and Huang, Zi},
     editor = {Borovica{-}Gajic, Renata and Qi, Jianzhong and Wang, Weiqing},
     title = {Graph-Based Relation-Aware Representation Learning for Clothing Matching},
     booktitle = {Databases Theory and Applications - 31st Australasian Database Conference,
                    {ADC} 2020, Melbourne, VIC, Australia, February 3-7, 2020, Proceedings},
     series = {Lecture Notes in Computer Science},
     volume = {12008},
     pages = {189--197},
     publisher = {Springer},
     year = {2020},
     url = {https://doi.org/10.1007/978-3-030-39469-1\_15},
     doi = {10.1007/978-3-030-39469-1\_15},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/adc/LiLH20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

7. 

   Human Consensus-Oriented Image Captioning

   Ziwei Wang, Zi Huang, and Yadan Luo

   In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 2020

   Bib PDF

   @inproceedings{DBLP:conf/ijcai/WangHL20,
     author = {Wang, Ziwei and Huang, Zi and Luo, Yadan},
     editor = {Bessiere, Christian},
     title = {Human Consensus-Oriented Image Captioning},
     booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
                    Artificial Intelligence, {IJCAI} 2020},
     pages = {659--665},
     publisher = {ijcai.org},
     year = {2020},
     url = {https://doi.org/10.24963/ijcai.2020/92},
     doi = {10.24963/ijcai.2020/92},
     timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/ijcai/WangHL20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

8. 

   Adversarial Bipartite Graph Learning for Video Domain Adaptation

   Yadan Luo, Zi Huang, Zijian Wang, Zheng Zhang, and 1 more author

   In MM ’20: The 28th ACM International Conference on Multimedia 2020

   MM

   Bib Code Slides

   @inproceedings{DBLP:conf/mm/LuoHW0B20,
     author = {Luo, Yadan and Huang, Zi and Wang, Zijian and Zhang, Zheng and Baktashmotlagh, Mahsa},
     editor = {Chen, Chang Wen and Cucchiara, Rita and Hua, Xian{-}Sheng and Qi, Guo{-}Jun and Ricci, Elisa and Zhang, Zhengyou and Zimmermann, Roger},
     title = {Adversarial Bipartite Graph Learning for Video Domain Adaptation},
     booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia},
     pages = {19--27},
     publisher = {{ACM}},
     year = {2020},
     url = {https://doi.org/10.1145/3394171.3413897},
     doi = {10.1145/3394171.3413897},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mm/LuoHW0B20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

9. 

   Prototype-Matching Graph Network for Heterogeneous Domain Adaptation

   Zijian Wang, Yadan Luo, Zi Huang, and Mahsa Baktashmotlagh

   In MM ’20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020 2020

   Bib PDF Code

   @inproceedings{DBLP:conf/mm/WangLHB20,
     author = {Wang, Zijian and Luo, Yadan and Huang, Zi and Baktashmotlagh, Mahsa},
     editor = {Chen, Chang Wen and Cucchiara, Rita and Hua, Xian{-}Sheng and Qi, Guo{-}Jun and Ricci, Elisa and Zhang, Zhengyou and Zimmermann, Roger},
     title = {Prototype-Matching Graph Network for Heterogeneous Domain Adaptation},
     booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
                    Event / Seattle, WA, USA, October 12-16, 2020},
     pages = {2104--2112},
     publisher = {{ACM}},
     year = {2020},
     url = {https://doi.org/10.1145/3394171.3413662},
     doi = {10.1145/3394171.3413662},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mm/WangLHB20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

10. PAKDD

    Fashion Recommendation with Multi-relational Representation Learning

    Yang Li, Yadan Luo, and Zi Huang

    In Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I 2020

    PAKDD

    Bib PDF

    @inproceedings{DBLP:conf/pakdd/LiLH20,
      author = {Li, Yang and Luo, Yadan and Huang, Zi},
      editor = {Lauw, Hady W. and Wong, Raymond Chi{-}Wing and Ntoulas, Alexandros and Lim, Ee{-}Peng and Ng, See{-}Kiong and Pan, Sinno Jialin},
      title = {Fashion Recommendation with Multi-relational Representation Learning},
      booktitle = {Advances in Knowledge Discovery and Data Mining - 24th Pacific-Asia
                     Conference, {PAKDD} 2020, Singapore, May 11-14, 2020, Proceedings,
                     Part {I}},
      series = {Lecture Notes in Computer Science},
      volume = {12084},
      pages = {3--15},
      publisher = {Springer},
      year = {2020},
      url = {https://doi.org/10.1007/978-3-030-47426-3\_1},
      doi = {10.1007/978-3-030-47426-3\_1},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl = {https://dblp.org/rec/conf/pakdd/LiLH20.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org},
    }

11. WACV20

    CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language

    Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, and 1 more author

    In IEEE Winter Conference on Applications of Computer Vision, WACV 2020, Snowmass Village, CO, USA, March 1-5, 2020 2020

    WACV20

    arXiv Bib PDF

    @inproceedings{DBLP:conf/wacv/ChenLLHY20,
      author = {Chen, Zhi and Li, Jingjing and Luo, Yadan and Huang, Zi and Yangyang, Yangyang},
      title = {{CANZSL:} Cycle-Consistent Adversarial Networks for Zero-Shot Learning
                     from Natural Language},
      booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
                     2020, Snowmass Village, CO, USA, March 1-5, 2020},
      pages = {863--872},
      publisher = {{IEEE}},
      year = {2020},
      url = {https://doi.org/10.1109/WACV45572.2020.9093610},
      doi = {10.1109/WACV45572.2020.9093610},
      timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
      biburl = {https://dblp.org/rec/conf/wacv/ChenLLHY20.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org},
    }

2019

1. 

   Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation

   Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, and 2 more authors

   In Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019 2019

   arXiv Bib PDF

   @inproceedings{DBLP:conf/mm/LuoHZWL019,
     author = {Luo, Yadan and Huang, Zi and Zhang, Zheng and Wang, Ziwei and Li, Jingjing and Yang, Yang},
     editor = {Amsaleg, Laurent and Huet, Benoit and Larson, Martha A. and Gravier, Guillaume and Hung, Hayley and Ngo, Chong{-}Wah and Ooi, Wei Tsang},
     title = {Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph
                    Generation},
     booktitle = {Proceedings of the 27th {ACM} International Conference on Multimedia,
                    {MM} 2019, Nice, France, October 21-25, 2019},
     pages = {2341--2350},
     publisher = {{ACM}},
     year = {2019},
     url = {https://doi.org/10.1145/3343031.3350961},
     doi = {10.1145/3343031.3350961},
     timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mm/LuoHZWL019.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2. Collaborative Generative Adversarial Network for Recommendation Systems

   Yuzhen Tong, Yadan Luo, Zheng Zhang, Shazia W. Sadiq, and 1 more author

   In 35th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2019, Macao, China, April 8-12, 2019 2019

   Bib PDF

   @inproceedings{DBLP:conf/icde/TongLZSC19,
     author = {Tong, Yuzhen and Luo, Yadan and Zhang, Zheng and Sadiq, Shazia W. and Cui, Peng},
     title = {Collaborative Generative Adversarial Network for Recommendation Systems},
     booktitle = {35th {IEEE} International Conference on Data Engineering Workshops,
                    {ICDE} Workshops 2019, Macao, China, April 8-12, 2019},
     pages = {161--168},
     publisher = {{IEEE}},
     year = {2019},
     url = {https://doi.org/10.1109/ICDEW.2019.00-16},
     doi = {10.1109/ICDEW.2019.00-16},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/icde/TongLZSC19.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. 

   Context-Aware Attention-Based Data Augmentation for POI Recommendation

   Yang Li, Yadan Luo, Zheng Zhang, Shazia W. Sadiq, and 1 more author

   In 35th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2019, Macao, China, April 8-12, 2019 2019

   arXiv Bib PDF

   @inproceedings{DBLP:conf/icde/LiLZSC19,
     author = {Li, Yang and Luo, Yadan and Zhang, Zheng and Sadiq, Shazia W. and Cui, Peng},
     title = {Context-Aware Attention-Based Data Augmentation for {POI} Recommendation},
     booktitle = {35th {IEEE} International Conference on Data Engineering Workshops,
                    {ICDE} Workshops 2019, Macao, China, April 8-12, 2019},
     pages = {177--184},
     publisher = {{IEEE}},
     year = {2019},
     url = {https://doi.org/10.1109/ICDEW.2019.00-14},
     doi = {10.1109/ICDEW.2019.00-14},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/icde/LiLZSC19.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

4. Cycle-Consistent Diverse Image Synthesis from Natural Language

   Zhi Chen, and Yadan Luo

   In IEEE International Conference on Multimedia & Expo Workshops, ICME Workshops 2019, Shanghai, China, July 8-12, 2019 2019

   Bib PDF

   @inproceedings{DBLP:conf/icmcs/ChenL19,
     author = {Chen, Zhi and Luo, Yadan},
     title = {Cycle-Consistent Diverse Image Synthesis from Natural Language},
     booktitle = {{IEEE} International Conference on Multimedia {\&} Expo Workshops,
                    {ICME} Workshops 2019, Shanghai, China, July 8-12, 2019},
     pages = {459--464},
     publisher = {{IEEE}},
     year = {2019},
     url = {https://doi.org/10.1109/ICMEW.2019.00085},
     doi = {10.1109/ICMEW.2019.00085},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/icmcs/ChenL19.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

5. Deep Collaborative Discrete Hashing with Semantic-Invariant Structure

   Zijian Wang, Zheng Zhang, Yadan Luo, and Zi Huang

   In Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019 2019

   Bib PDF

   @inproceedings{DBLP:conf/sigir/WangZLH19,
     author = {Wang, Zijian and Zhang, Zheng and Luo, Yadan and Huang, Zi},
     editor = {Piwowarski, Benjamin and Chevalier, Max and {\'{E}}ric Gaussier and Maarek, Yoelle and Nie, Jian{-}Yun and Scholer, Falk},
     title = {Deep Collaborative Discrete Hashing with Semantic-Invariant Structure},
     booktitle = {Proceedings of the 42nd International {ACM} {SIGIR} Conference on
                    Research and Development in Information Retrieval, {SIGIR} 2019, Paris,
                    France, July 21-25, 2019},
     pages = {905--908},
     publisher = {{ACM}},
     year = {2019},
     url = {https://doi.org/10.1145/3331184.3331275},
     doi = {10.1145/3331184.3331275},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/sigir/WangZLH19.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2018

1. 

   Robust Discrete Code Modeling for Supervised Hashing

   Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, and 2 more authors

   Pattern Recognition 2018

   Bib PDF

   @article{DBLP:journals/pr/LuoYSHZS18,
     author = {Luo, Yadan and Yang, Yang and Shen, Fumin and Huang, Zi and Zhou, Pan and Shen, Heng Tao},
     title = {Robust Discrete Code Modeling for Supervised Hashing},
     journal = {Pattern Recognition},
     volume = {75},
     pages = {128--135},
     year = {2018},
     url = {https://doi.org/10.1016/j.patcog.2017.02.034},
     doi = {10.1016/j.patcog.2017.02.034},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/journals/pr/LuoYSHZS18.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2. 

   Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning

   Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, and 1 more author

   In Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018 2018

   arXiv Bib PDF

   @inproceedings{DBLP:conf/cikm/LuoWHYZ18,
     author = {Luo, Yadan and Wang, Ziwei and Huang, Zi and Yang, Yang and Zhao, Cong},
     editor = {Cuzzocrea, Alfredo and Allan, James and Paton, Norman W. and Srivastava, Divesh and Agrawal, Rakesh and Broder, Andrei Z. and Zaki, Mohammed J. and Candan, K. Sel{\c{c}}uk and Labrinidis, Alexandros and Schuster, Assaf and Wang, Haixun},
     title = {Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning},
     booktitle = {Proceedings of the 27th {ACM} International Conference on Information
                    and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
                    2018},
     pages = {237--246},
     publisher = {{ACM}},
     year = {2018},
     url = {https://doi.org/10.1145/3269206.3271672},
     doi = {10.1145/3269206.3271672},
     timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/cikm/LuoWHYZ18.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. 

   Look Deeper See Richer: Depth-aware Image Paragraph Captioning

   Ziwei Wang*, Yadan Luo*, Yang Li, Zi Huang, and 1 more author

   In 2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018 2018

   Bib PDF

   @inproceedings{DBLP:conf/mm/WangLLHY18,
     author = {Wang*, Ziwei and Luo*, Yadan and Li, Yang and Huang, Zi and Yin, Hongzhi},
     editor = {Boll, Susanne and Lee, Kyoung Mu and Luo, Jiebo and Zhu, Wenwu and Byun, Hyeran and Chen, Chang Wen and Lienhart, Rainer and Mei, Tao},
     title = {Look Deeper See Richer: Depth-aware Image Paragraph Captioning},
     booktitle = {2018 {ACM} Multimedia Conference on Multimedia Conference, {MM} 2018,
                    Seoul, Republic of Korea, October 22-26, 2018},
     pages = {672--680},
     publisher = {{ACM}},
     year = {2018},
     url = {https://doi.org/10.1145/3240508.3240583},
     doi = {10.1145/3240508.3240583},
     timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/mm/WangLLHY18.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2017

1. 

   Deep Reinforcement Learning-based Vehicle Energy Efficiency Autonomous Learning System

   Xuewei Qi, Yadan Luo, Guoyuan Wu, Kanok Boriboonsomsin, and 1 more author

   In IEEE Intelligent Vehicles Symposium, IV 2017, Los Angeles, CA, USA, June 11-14, 2017 2017

   Bib PDF Code

   @inproceedings{DBLP:conf/ivs/QiLWBB17,
     author = {Qi, Xuewei and Luo, Yadan and Wu, Guoyuan and Boriboonsomsin, Kanok and Barth, Matthew J.},
     title = {Deep Reinforcement Learning-based Vehicle Energy Efficiency Autonomous
                    Learning System},
     booktitle = {{IEEE} Intelligent Vehicles Symposium, {IV} 2017, Los Angeles, CA,
                    USA, June 11-14, 2017},
     pages = {1228--1233},
     publisher = {{IEEE}},
     year = {2017},
     url = {https://doi.org/10.1109/IVS.2017.7995880},
     doi = {10.1109/IVS.2017.7995880},
     timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/ivs/QiLWBB17.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2016

1. 

   Zero-Shot Hashing via Transferring Supervised Knowledge

   Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, and 2 more authors

   In Proceedings of the 2016 ACM Conference on Multimedia Conference, MM 2016, Amsterdam, The Netherlands, October 15-19, 2016 2016

   Bib PDF Code

   @inproceedings{DBLP:conf/mm/0002LCSSS16,
     author = {Yang, Yang and Luo, Yadan and Chen, Weilun and Shen, Fumin and Shao, Jie and Shen, Heng Tao},
     editor = {Hanjalic, Alan and Snoek, Cees and Worring, Marcel and Bulterman, Dick C. A. and Huet, Benoit and Kelliher, Aisling and Kompatsiaris, Yiannis and Li, Jin},
     title = {Zero-Shot Hashing via Transferring Supervised Knowledge},
     booktitle = {Proceedings of the 2016 {ACM} Conference on Multimedia Conference,
                    {MM} 2016, Amsterdam, The Netherlands, October 15-19, 2016},
     pages = {1286--1295},
     publisher = {{ACM}},
     year = {2016},
     url = {https://doi.org/10.1145/2964284.2964319},
     doi = {10.1145/2964284.2964319},
     timestamp = {Thu, 14 Oct 2021 09:53:30 +0200},
     biburl = {https://dblp.org/rec/conf/mm/0002LCSSS16.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }