| Zero-shot learning via latent space encoding Y Yu, Z Ji, J Guo, Z Zhang IEEE transactions on cybernetics 49 (10), 3755-3766, 2018 | 70 | 2018 |
| A novel perspective to zero-shot learning: Towards an alignment of manifold structures via semantic feature expansion J Guo, S Guo IEEE Transactions on Multimedia 23, 524-537, 2020 | 45 | 2020 |
| On-device learning systems for edge intelligence: A software and hardware synergy perspective Q Zhou, Z Qu, S Guo, B Luo, J Guo, Z Xu, R Akerkar IEEE Internet of Things Journal 8 (15), 11916-11934, 2021 | 40 | 2021 |
| Personalized Federated Learning with Contextualized Generalization X Tang, S Guo, J Guo International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 35* | 2022 |
| Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning. Q Zhou, S Guo, Z Qu, J Guo, Z Xu, J Zhang, T Guo, B Luo, J Zhou USENIX Annual Technical Conference (USENIX ATC), 2021 | 32 | 2021 |
| Dual-view attention networks for single image super-resolution J Guo, S Ma, J Zhang, Q Zhou, S Guo ACM International Conference on Multimedia (ACM MM), 2020 | 31* | 2020 |
| Conservative Novelty Synthesizing Network for Malware Recognition in an Open-Set Scenario J Guo, S Guo, S Ma, Y Sun, Y Xu IEEE Transactions on Neural Networks and Learning Systems 34 (2), 662-676, 2021 | 22 | 2021 |
| Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning X Lu, S Guo, Z Liu, J Guo IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 21 | 2023 |
| An improved incremental training approach for large scaled dataset based on support vector machine J Guo IEEE/ACM International Conference on Big Data Computing, Applications and …, 2016 | 20 | 2016 |
| Adaptive adjustment with semantic feature space for zero-shot recognition J Guo, S Guo IEEE International Conference on Acoustics, Speech and Signal Processing …, 2019 | 19 | 2019 |
| Towards Data-independent Knowledge Transfer in Model-heterogeneous Federated Learning J Zhang, S Guo, J Guo, D Zeng, J Zhou, A Zomaya IEEE Transactions on Computers, 2023 | 17 | 2023 |
| Towards Unbiased Multi-label Zero-Shot Learning with Pyramid and Semantic Attention Z Liu, S Guo, J Guo, Y Xu, F Huo IEEE Transactions on Multimedia, 2022 | 17 | 2022 |
| Graph Knows Unknowns: Reformulate Zero-shot Learning as Sample-level Graph Recognition J Guo, S Guo, Q Zhou, Z Liu, X Lu, F Huo AAAI Conference on Artificial Intelligence (AAAI), 2023 | 16 | 2023 |
| AMS-SFE: Towards an alignment of manifold structures via semantic feature expansion for zero-shot learning J Guo, S Guo IEEE International Conference on Multimedia and Expo (ICME), 2019 | 15 | 2019 |
| EE-AE: An exclusivity enhanced unsupervised feature learning approach J Guo, S Guo IEEE International Conference on Acoustics, Speech and Signal Processing …, 2019 | 14 | 2019 |
| Position-aware convolutional networks for traffic prediction S Ma, J Guo, S Guo, M Guo arXiv:1904.06187, 2019 | 13 | 2019 |
| ProCC: Progressive Cross-primitive Compatibility for Open-World Compositional Zero-Shot Learning F Huo, W Xu, S Guo, J Guo, H Wang, Z Liu, X Lu AAAI Conference on Artificial Intelligence (AAAI), 2024 | 12* | 2024 |
| Offline-online class-incremental continual learning via dual-prototype self-augment and refinement F Huo, W Xu, J Guo, H Wang, Y Fan, S Guo arXiv:2303.10891, 2023 | 12 | 2023 |
| Learning robust visual-semantic mapping for zero-shot learning J Guo arXiv:2104.05668, 2021 | 12 | 2021 |
| Data Quality-aware Mixed-precision Quantization via Hybrid Reinforcement Learning Y Wang, J Guo, S Guo, W Zhang arXiv:2302.04453, 2023 | 11 | 2023 |
Song GuoFCAE, FIEEE, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
