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Professor Jun Liu FHEA

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2025
Published
Unified Prompt Attack Against Text-to-Image Generation Models
Peng, D., Ke, Q., Huang, M. H., Hu, P. & Liu, J., 30/06/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 4816-4834 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
In Press/Forthcoming
E-pub ahead of print
Skeleton-prompt: A cross-dataset transfer learning approach for skeleton action recognition
Lu, M., Lu, X. & Liu, J., expected on 31/01/2026, In: Pattern Recognition. 169, 111885.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2025
E-pub ahead of print
LLaFS++: Few-Shot Image Segmentation With Large Language Models
Zhu, L., Chen, T., Ji, D., Xu, P., Ye, J. & Liu, J., 30/09/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 9, p. 7715-7732 18 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Coupled Noise Suppression and Feature Enhancement Network for Skeleton-Based Action Recognition
Liu, Y., Wu, T., Shi, T., Wang, M., Gao, H. & Liu, J., 30/04/2025, In: IEEE Transactions on Industrial Informatics. 21, 4, p. 3017-3026 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
DE-Unet: Dual-encoder U-Net for Ultra-high Resolution Remote Sensing Image Segmentation
Liu, Y., Song, S., Wang, M., Gao, H. & Liu, J., 30/04/2025, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 12290-12302 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Few-shot 3D Point Cloud Segmentation via Relation Consistency-guided Heterogeneous Prototypes
Wei, L., Lang, C., Xu, Z., Liang, L. & Liu, J., 3/04/2025, (E-pub ahead of print) In: IEEE Transactions on Multimedia.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Enhancing human-centered dynamic scene understanding via multiple LLMs collaborated reasoning
Zhang, H., Zhang, W., Qu, H. & Liu, J., 31/12/2025, In: Visual Intelligence. 3, 1, 3.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Not Every Patch is Needed: Toward a More Efficient and Effective Backbone for Video-Based Person Re-Identification
Zhu, L., Chen, T., Ji, D., Ye, J. & Liu, J., 31/01/2025, In: IEEE Transactions on Image Processing. 34, p. 785-800 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
CPAL: Cross-prompting Adapter with LoRAs for RGB+X Semantic Segmentation
Liu, Y., Wu, P., Wang, M. & Liu, J., 29/01/2025, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion
Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Frequency Decoupled Masked Auto-Encoder for Self-Supervised Skeleton-Based Action Recognition
Liu, Y., Shi, T., Zhai, M. & Liu, J., 31/12/2025, In: IEEE Signal Processing Letters. p. 546-550 5 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Momentum Contrastive Teacher for Semi-Supervised Skeleton Action Recognition
Lu, M., Lu, X. & Liu, J., 31/12/2025, In: IEEE Transactions on Image Processing. 34, p. 295-305 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2024
Published
DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition
Li, M., Fu, H., He, S., Fan, H., Liu, J., Keppo, J. & Shou, M. Z., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 6297-6309 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Precise facial landmark detection by Dynamic Semantic Aggregation Transformer
Wan, J., Liu, H., Wu, Y., Lai, Z., Min, W. & Liu, J., 31/12/2024, In: Pattern Recognition. 156, 110827.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Toward Class-Agnostic Tracking Using Feature Decorrelation in Point Clouds
Tian, S., Liu, J. & Liu, X., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 682-695 14 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Trusted Semi-Supervised Multi-View Classification With Contrastive Learning
Wang, X., Wang, Y., Wang, Y., Huang, A. & Liu, J., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 8268-8278 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion
Peng, D., Ke, Q., Ambikapathi, A., Yazici, Y., Lei, Y. & Liu, J., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 4245-4260 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Class-Agnostic Object Counting with Text-to-Image Diffusion Model
Hui, X., Wu, Q., Rahmani, H. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 1-18 18 p. (Lecture Notes in Computer Science ; vol. 15127).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
SemTrack: Large-Scale Dataset for Semantic Tracking in the Wild
Wang, P., Hui, X., Wu, J., Yang, Z., Ong, K. E., Zhao, X., Lu, B., Huang, D., Ling, E., Chen, W., Ma, K. T., Hur, M. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXIV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 486-504 19 p. (Lecture Notes in Computer Science; vol. 15082).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Cross-Modal Contrastive Pre-training for Few-Shot Skeleton Action Recognition
Lu, M., Yang, S., Lu, X. & Liu, J., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9798-9807
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Uncertainty-aware Pedestrian Crossing Prediction via Reinforcement Learning
Dai, S., Liu, J. & Cheung, N.-M., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9540-9549
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients
Lin, S., Zhang, X., Susilo, W., Chen, X. & Liu, J., 28/10/2024, Proceedings of the 32nd ACM International Conference on Multimedia. New York: ACM, p. 9087-9095 9 p. (Proceedings of the 32nd ACM International Conference on Multimedia).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Forthcoming
DisC-GS: Discontinuity-aware Gaussian Splatting
Qu, H., Li, Z., Rahmani, H., Cai, Y. & Liu, J., 25/09/2024, (Accepted/In press) Advances in Neural Information Processing Systems 38 (NeurIPS 2025).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Unlearnable Examples Detection via Iterative Filtering
Yu, Y., Zheng, Q., Yang, S., Yang, W., Liu, J., Lu, S., Tan, Y. P., Lam, K. Y. & Kot, A., 18/09/2024, Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings. Wand, M., Malinovská, K., Schmidhuber, J. & Tetko, I. V. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 241-256 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15025 LNCS).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
6d-diff: A keypoint diffusion framework for 6d object pose estimation
Xu, L., Qu, H., Cai, Y. & Liu, J., 16/09/2024, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Bridging the Domain Gap in Scene Flow Estimation via Hierarchical Smoothness Refinement
Zhang, D., Zhang, M., Tan, X. & Liu, J., 31/08/2024, In: ACM Transactions on Multimedia Computing, Communications, and Applications. 20, 8, p. 1-21 21 p., 236.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Bridging the Source-to-Target Gap for Cross-Domain Person Re-identification with Intermediate Domains
Dai, Y., Sun, Y., Liu, J., Tong, Z. & Duan, L. Y., 31/07/2024, (E-pub ahead of print) In: International Journal of Computer Vision. 133, p. 410-434 25 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models
Liu, Y., Yang, D., Wang, Y., Liu, J., Liu, J., Boukerche, A., Sun, P. & Song, L., 31/07/2024, In: ACM Computing Surveys. 56, 7, 38 p., 189.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
NOODLE: Joint Cross-View Discrepancy Discovery and High-Order Correlation Detection for Multi-View Subspace Clustering
Gu, Z., Feng, S., Li, Z., Yuan, J. & Liu, J., 31/07/2024, In: ACM Transactions on Knowledge Discovery from Data. 18, 6, 23 p., 151.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching
Yang, S., Liu, J., Lu, S., Hwa, E. M. & Kot, A. C., 31/07/2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 7, p. 5149-5156 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
HARDer-Net: Hardness-Guided Discrimination Network for 3D Early Activity Prediction
Li, T., Luo, Y., Zhang, W., Duan, L. & Liu, J., 16/07/2024, (E-pub ahead of print) In: IEEE Transactions on Circuits and Systems for Video Technology.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation
Xie, W., Jin, L., Hua, S., Sun, H., Sun, B., Tu, Z. & Liu, J., 30/06/2024, In: CAAI Transactions on Intelligence Technology. 9, 3, p. 756-768 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
E-pub ahead of print
Meet JEANIE: A Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
Wang, L., Liu, J., Zheng, L., Gedeon, T. & Koniusz, P., 6/05/2024, (E-pub ahead of print) In: International Journal of Computer Vision. 132, p. 4091-4122 31 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
OHD: An Online Category-Aware Framework for Learning with Noisy Labels under Long-Tailed Distribution
Zhao, Q., Zhang, F., Hu, W., Feng, S. & Liu, J., 1/05/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 5, p. 3806-3818 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
BDAL: Balanced Distribution Active Learning for MRI Cardiac Multistructures Segmentation
Shu, X., Yang, Y., Liu, J., Chang, X. & Wu, B., 30/04/2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 6099-6108 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Deep learning based object detection from multi-modal sensors: an overview
Liu, Y., Meng, S., Wang, H. & Liu, J., 29/02/2024, In: Multimedia Tools and Applications. 83, 7, p. 19841-19870 30 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Progressive Channel-Shrinking Network
Pan, J., Yang, S., Foo, L. G., Ke, Q., Rahmani, H., Fan, Z. & Liu, J., 1/02/2024, In: IEEE Transactions on Multimedia. 26, p. 2016-2026 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization
Yang, S., Liu, J., Lu, S., Hwa, E. M., Hu, Y. & Kot, A. C., 31/01/2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 1, p. 509-524 16 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
CattleEyeView: A Multi-Task Top-down View Cattle Dataset for Smarter Precision Livestock Farming
Ong, K. E., Retta, S., Srinivasan, R., Tan, S. & Liu, J., 29/01/2024, 2023 IEEE International Conference on Visual Communications and Image Processing (VCIP). Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Visual Communications and Image Processing, VCIP 2023).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events
Ong, K. E., Ng, X. L., Li, Y., Ai, W., Zhao, K., Yeo, S. Y. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 20156-20166 11 p. (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation
Peng, D., Hu, P., Ke, Q. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 808-820 13 p. (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Distribution-Aligned Diffusion for Human Mesh Recovery
Foo, L. G., Gong, J., Rahmani, H. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 9187-9198 12 p. (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Learning Gabor Texture Features for Fine-Grained Recognition
Zhu, L., Chen, T., Yin, J., See, S. & Liu, J., 15/01/2024, 023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 1621-1631 11 p. (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition
Zhao, Q., Jiang, C., Hu, W., Zhang, F. & Liu, J., 15/01/2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers Inc., p. 11563-11574 12 p. (Proceedings of the IEEE International Conference on Computer Vision).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
2023
Published
Dear-Net: Learning Diversities for Skeleton-Based Early Action Recognition
Wang, R., Liu, J., Ke, Q., Peng, D. & Lei, Y., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 1175-1189 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning
Bai, Y., Jiao, J., Lou, Y., Wu, S., Liu, J., Feng, X. & Duan, L.-Y., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 7287-7298 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Experts Collaboration Learning for Continual Multi-Modal Reasoning
Xu, L. & Liu, J., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 5087-5098 12 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Exploiting Multi-View Part-Wise Correlation via an Efficient Transformer for Vehicle Re-Identification
Li, M., Liu, J., Zheng, C., Huang, X. & Zhang, Z., 31/12/2023, In: IEEE Transactions on Multimedia. 25, p. 919-929 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Inference-Domain Network Evolution: A New Perspective for One-Shot Multi-Object Tracking
Li, R., Zhang, B., Liu, J., Liu, W. & Teng, Z., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 2147-2159 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

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Professor Jun Liu FHEA

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