STAFF PROFILE
Professor Xiaojun Chang
Position:
Honorary Professor
College / Portfolio:
STEM College
Email:
xiaojun.chang@rmit.edu.au
Campus:
City Campus
Contact me about:
Research supervision
1 PhD Completions2 PhD Current Supervisions
- Chang, X.,Ren, P.,Xu, P.,Li, Z.,Chen, X.,Hauptmann, A. (2023). A Comprehensive Survey of Scene Graphs: Generation and Application In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 1 - 26
- Li, M.,Huang, P.,Chang, X.,Hu, J.,Yang, Y.,Hauptmann, A. (2023). Video Pivoting Unsupervised Multi-Modal Machine Translation In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 3918 - 3932
- Zhang, L.,Chang, X.,Liu, J.,Luo, M.,Li, Z.,Yao, L.,Hauptmann, A. (2023). TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, 3848 - 3861
- Peng, Y.,Song, A.,Ciesielski, V.,Abokela, H.,Chang, X. (2023). PRE-NAS: Evolutionary Neural Architecture Search With Predictor In: IEEE Transactions on Evolutionary Computation, 27, 26 - 36
- Zhang, L.,Wang, S.,Liu, J.,Chang, X.,Lin, Q.,Wu, Y.,Zheng, Q. (2023). MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classification In: IEEE Transactions on Knowledge and Data Engineering, 35, 6085 - 6098
- Zhang, L.,Zhang, X.,Wang, Q.,Wu, W.,Chang, X.,Liu, J. (2023). RPMG-FSS: Robust Prior Mask Guided Few-Shot Semantic Segmentation In: IEEE Transactions on Circuits and Systems for Video Technology, 33, 6609 - 6621
- Peng, Y.,Song, A.,Ciesielski, V.,Fayek, H.,Chang, X. (2023). Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions In: GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference, Lisbon, Portugal, 15/07/2023 -19/07/2023
- Yan, C.,Chang, X.,Luo, M.,Liu, H.,Zhang, X.,Zheng, Q. (2022). Semantics-Guided Contrastive Network for Zero-Shot Object detection In: IEEE Transactions on Pattern Analysis and Machine Intelligence, , 1 - 15
- Peng, Y.,Song, A.,Ciesielski, V.,Abokela, H.,Chang, X. (2022). PRE-NAS: predictor-assisted evolutionary neural architecture search In: GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference, Boston, United States of America, 09/07/2022 -13/07/2022
- Yan, C.,Chang, X.,Li, Z.,Guan, W.,Ge, Z.,Zhu, L.,Zheng, Q. (2022). ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, 9733 - 9740
- Towards Data-Efficient Future Action Prediction in the Wild. Funded by: ARC Discovery Early Career Researcher Award (DECRA) 2019 from (2019 to 2023)