Publications

Journal Papers

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

Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang,

IEEE Transactions on Multimedia (Core Rank A*, Impact Factor 8.182)


  • Source-Free Progressive Graph Learning for Open-Set Domain Adaptation

Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh

Submission to Transcations on Pattern Analysis and Machine Intelligence (TPAMI) [Preprint] [Code]


  • Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph

Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Hongzhi Yin, Mahsa Baktashmotlagh

IEEE Transaction on Knowledge and Data Engineering (Core Rank A*, Impact Factor 4.935) 2021 [Preprint] [Code]


  • Inductive Structure Consistent Hashing via Flexible Semantic Calibration

Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu

IEEE Transactions on Neural Networks and Learning Systems (Core Rank A*, Impact Factor 12.179) 2020 [Paper]


  • Deep Collaborative Discrete Hashing with Semantic-Invariant Structure Construction

Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, Heng Tao Shen

IEEE Transactions on Multimedia (Core Rank A*, Impact Factor 6.051) 2020 [Paper] [Code]


  • Collaborative Learning for Extremely Low Bit Asymmetric Hashing

Yadan Luo, Yang Li, Fumin Shen, Yang Yang, Peng Cui, Zi Huang

IEEE Transaction on Knowledge and Data Engineering (Core Rank A*, Impact Factor 4.935) 2019 [Paper] [Code]


  • Deep Reinforcement Learning Enabled Self-learning Control for Energy Efficient Driving

Xuewei Qi, Yadan Luo, Wu Guoyuan, Kanok Boriboonsomsin, Mattew J. Barth

Transportation Research Part C: Emerging Technologies (Impact Factor: 6.077), 2019 [pdf]


  • Robust Discrete Code Modeling For Supervised Hashing

Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen.

Pattern Recognition (Core Rank A*, Impact Factor: 7.196), 2018 [Paper] [Code] (ESI Hot Paper & ESI Highly Cited Paper)

Selected Conference Papers

  • Point to Rectangle Matching for Image Text Retrieval

Zheng Wang, Zhenwei Gao, Xing Xu, Yadan Luo, Yang Yang, Hengtao Shen

ACM Multimedia (CCF A, Core Rank A*), 2022


  • Learning to Diversify from Single Domain

Zijian Wang, Yadan Luo, Zi Huang, Ruihong Qiu, Mahsa Baktashmotlagh

International Conference on Computer Vision (ICCV) (CCF A, Core Rank A*), 2021 [Paper] [Code]


  • Semantics Disentangling for Generalized Zero-Shot Learning

Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang

International Conference on Computer Vision (ICCV) (CCF A, Core Rank A*), 2021 [Paper] [Code]


Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang

ACM Multimedia (CCF A, Core Rank A*), 2021 [Paper]


  • Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation

Yang Li, Tong Chen, Yadan Luo, Hongzhi Yin, Zi Huang:

International Joint Conference on Artificial Intelligence (IJCAI) (CCF A, Core Rank A*), 2021 [Paper]


  • Adversarial Bipartite Graph Learning for Video Domain Adaptation (Oral)

Yadan Luo, Zi Huang, Zijian Wang, Zheng Zhang, Mahsa Baktashmotlagh

ACM Multimedia (CCF A, Core Rank A*), 2020 [Paper] [Code] [Video]


  • Prototype-Matching Graph Network for Heterogeneous Domain Adaptation

Zijian Wang, Yadan Luo, Zi Huang, Mahsa Baktashmotlagh

ACM Multimedia (CCF A, Core Rank A*), 2020 [Paper] [Code] [Video]


  • Progressive Graph Learning for Open-Set Domain Adaptation

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

International Conference on Machine Learning (ICML) (CCF A, Core Rank A*), 2020 [Paper] [Code] [Video]


  • Human Consensus-Oriented Image Captioning

Ziwei Wang, Zi Huang, Yadan Luo

International Joint Conference on Artificial Intelligence (IJCAI) (CCF A, Core Rank A*), 2020 [Paper]


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

Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang

AAAI Conference on Artificial Intelligence (AAAI) (CCF A, Core Rank A*), 2020 [Paper] [Code] [Video]


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

Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang

WACV (Core Rank A), 2019 [Paper]


  • Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation (Oral)

Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Jingjing Li, Yang Yang

ACM Multimedia (CCF A, Core Rank A*), 2019 [Paper]


  • Coarse-to-Fine Annotation Enrichment for Semantic Segmentation

Yadan Luo, Ziwei Wang, Yang Yang, Zi Huang, Cong Zhao

CIKM International Conference on Information and Knowledge Management (Core Rank A), 2018 [Paper] [Slides]


  • Look Deeper See Richer: Depth-aware Image Paragraph Captioning

Yadan Luo*, Ziwei Wang* (Co-first Author), Yang Li, Zi Huang, Hongzhi Yin

ACM Multimedia (CCF A, Core Rank A*), 2018, [Paper]


  • Deep Reinforcement Learning-based Vehicle Energy Efficiency Autonomous Learning System

Xuewei Qi, Yadan Luo, Guoyuan Wu, Kanok Boriboonsomsin, Matthew J. Barth.

IEEE Intelligent Vehicle Conference (Core Rank B), 2017 [Paper] [Code]


  • Zero-shot Hashing via Transferring Supervised Knowledge (Oral)

Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen

ACM Multimedia (CCF A, Core Rank A*), 2016 [Paper] [Code]


Workshop and Short Papers

  • Deep Collaborative Discrete Hashing with Semantic-Invariant Structure

Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang

ACM SIGIR Short (CCF A, Core Rank A*), 2019


  • Collaborative Generative Adversarial Network for Recommendation Systems

Yuzhen Tong, Yadan Luo, Zheng Zhang, Peng Cui, Shazia Sadiq

IEEE International Conference on Data Engineering (ICDE) Workshop (CCF A, Core Rank A*), 2019 [Paper]


  • Context-Aware Attention-Based Data Augmentation for POI Recommendation

Yang Li, Yadan Luo, Zheng Zhang, Peng Cui, Shazia Sadiq

IEEE International Conference on Data Engineering (ICDE) Workshop (CCF A, Core Rank A*), 2019 [Paper]