| A generalized loss function for crowd counting and localization J Wan, Z Liu, AB Chan Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 280 | 2021 |
| DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks Q Wu, T Yang, Z Liu, B Wu, Y Shan, AB Chan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 207 | 2023 |
| Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions RI Masoud, Z Liu, M Ferianc, P Treleaven, M Rodrigues International Conference on Computational Linguistics (COLING), 2025 | 116 | 2025 |
| Improved Fine-tuning by Better Leveraging Pre-training Data Z Liu, Y Xu, Y Xu, Q Qian, H Li, A Chan, R Jin Advances in Neural Information Processing Systems (NeurIPS), 2022 | 86 | 2022 |
| Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images CUI Yufei, Z Liu, X Liu, X Liu, C Wang, TW Kuo, CJ Xue, AB Chan International Conference on Learning Representations, 2023 | 40 | 2023 |
| TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization Z Liu, Y Xu, X Ji, AB Chan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 31 | 2023 |
| V-star: Benchmarking video-llms on video spatio-temporal reasoning Z Cheng, J Hu, Z Liu, C Si, W Li, S Gong arXiv preprint arXiv:2503.11495, 2025 | 27 | 2025 |
| An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation Z Liu, Y Xu, Y Xu, Q Qian, H Li, R Jin, X Ji, AB Chan NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and …, 2022 | 22 | 2022 |
| Fully Nested Neural Network for Adaptive Compression and Quantization Y Cui, Z Liu, W Yao, Q Li, AB Chan, T Kuo, CJ Xue IJCAI-PRICAI 2020, 2020 | 18 | 2020 |
| Clustering hidden Markov models with variational Bayesian hierarchical EM H Lan, Z Liu, JH Hsiao, D Yu, AB Chan IEEE Transactions on Neural Networks and Learning Systems 34 (3), 1537-1551, 2021 | 16 | 2021 |
| Improve Generalization and Robustness of Neural Networks via Weight Scale Shifting Invariant Regularizations Z Liu, Y Cui, AB Chan ICML 2021 Workshop on Adversarial Machine Learning, 2020 | 15 | 2020 |
| The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks Z Liu, Y Cui, Y Yan, X Ji, X Liu, AB Chan International Conference on Machine Learning, 2024 | 13 | 2024 |
| Retrieval-Augmented Multiple Instance Learning CUI Yufei, Z Liu, C Yixin, Y Lu, X Yu, X Liu, TW Kuo, MRD Rodrigues, ... Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 9* | 2023 |
| Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression Y Cui, Z Liu, Q Li, Y Mao, AB Chan, CJ Xue Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 9 | 2021 |
| PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models Z Liu, L Yu, JH Hsiao, AB Chan IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 9 | 2021 |
| Borrowing treasures from neighbors: In-context learning for multimodal learning with missing modalities and data scarcity Z Zhi, Z Liu, M Elbadawi, A Daneshmend, M Orlu, A Basit, ... Neurocomputing, 130502, 2025 | 8 | 2025 |
| TFAR: a training-free framework for autonomous reliable reasoning in visual question answering Z Zhi, C Feng, A Daneshmend, M Orlu, A Demosthenous, L Yin, D Li, ... Transactions on Machine Learning Research, 2025 | 7* | 2025 |
| Artificial neural network configuration and deployment TW Kuo, AB Chan, C Xue, Y Cui, Z Liu, W Yao, Q Li US Patent 12,093,817, 2024 | 7 | 2024 |
| Variational nested dropout Y Cui, Y Mao, Z Liu, Q Li, AB Chan, X Liu, TW Kuo, CJ Xue IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (8), 10519 …, 2023 | 7 | 2023 |
| Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization Z Liu, AB Chan BMVC 2022, 2022 | 7 | 2022 |
Antoni B. ChanProfessor of Computer Science, City University of Hong KongVerified email at cityu.edu.hk
