| 2026 | AAAI | Intra-Image Mining and Symmetric Maximum Concept Matching for Few Shot Out-of-Distribution Detection. | Kaixiang Chen, Pengfei Fang, Hui Xue |
| 2026 | AAAI | HAP: Harmonized Amplitude Perturbation for Cross-Domain Few-Shot Learning. | Wenqian Li, Pengfei Fang, Hui Xue |
| 2026 | AAAI | Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces. | Leping Si, Meimei Yang, Hui Xue, Shipeng Zhu, Pengfei Fang |
| 2026 | CHI | Towards Understanding the Design of Shared Bodily Control via Exoskeleton-based Play. | Zhuying Li, Tianze Huang, Rakesh Patibanda, Pengfei Fang, Florian 'Floyd' Mueller |
| 2025 | AAAI | SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning. | Wenqian Li, Pengfei Fang, Hui Xue |
| 2025 | AAAI | PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning. | Yongchun Qin, Pengfei Fang, Hui Xue |
| 2025 | SIGIR | DePro: Domain Ensemble using Decoupled Prompts for Universal Cross-Domain Retrieval. | Kaixiang Chen, Pengfei Fang, Hui Xue |
| 2024 | AAAI | Text Image Inpainting via Global Structure-Guided Diffusion Models. | Shipeng Zhu, Pengfei Fang, Chenjie Zhu, Zuoyan Zhao, Qiang Xu, Hui Xue |
| 2024 | CSCWD | TSDNet: An Efficient Light Footprint Keyword Spotting Deep Network Base on Tempera Segment Normalization. | Fei Chen, Hui Xue, Pengfei Fang |
| 2024 | ICML | Copula-Nested Spectral Kernel Network. | Jinyue Tian, Hui Xue, Yanfang Xue, Pengfei Fang |
| 2024 | ICPR | Stereographic Projection for Embedding Hierarchical Structures in Hyperbolic Space. | Shangyu Chen, Xiaohao Yang, Pengfei Fang, Mehrtash Tafazzoli Harandi, Dinh Q. Phung, Jianfei Cai |
| 2023 | AAAI | Improving Scene Text Image Super-resolution via Dual Prior Modulation Network. | Shipeng Zhu, Zuoyan Zhao, Pengfei Fang, Hui Xue |
| 2023 | ACL | Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems. | Chiyu Song, Hongliang He, Haofei Yu, Pengfei Fang, Leyang Cui, Zhenzhong Lan |
| 2023 | DICTA | Feature Correlation Aggregation: on the Path to Better Graph Neural Networks. | Jieming Zhou, Tong Zhang, Pengfei Fang, Lars Petersson, Mehrtash Harandi |
| 2023 | ICCV | Hyperbolic Audio-visual Zero-shot Learning. | Jie Hong, Zeeshan Hayder, Junlin Han, Pengfei Fang, Mehrtash Harandi, Lars Petersson |
| 2023 | IJCAI | Expanding the Hyperbolic Kernels: A Curvature-aware Isometric Embedding View. | Meimei Yang, Pengfei Fang, Hui Xue |
| 2022 | AAAI | Adaptive Poincar Point to Set Distance for Few-Shot Classification. | Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi |
| 2022 | COLING | Human-in-the-loop Robotic Grasping Using BERT Scene Representation. | Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao, Yue Zhang |
| 2022 | ECCV | Blind Image Decomposition. | Junlin Han, Weihao Li, Pengfei Fang, Chunyi Sun, Jie Hong, Mohammad Ali Armin, Lars Petersson, Hongdong Li |
| 2022 | ECCV | Learning Instance and Task-Aware Dynamic Kernels for Few-Shot Learning. | Rongkai Ma, Pengfei Fang, Gil Avraham, Yan Zuo, Tianyu Zhu, Tom Drummond, Mehrtash Harandi |
| 2022 | ICML | You Only Cut Once: Boosting Data Augmentation with a Single Cut. | Junlin Han, Pengfei Fang, Weihao Li, Jie Hong, Mohammad Ali Armin, Ian D. Reid, Lars Petersson, Hongdong Li |
| 2021 | CVPR | Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning. | Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi |
| 2021 | CVPR | Reinforced Attention for Few-Shot Learning and Beyond. | Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson |
| 2021 | ICCV | Synthesized Feature based Few-Shot Class-Incremental Learning on a Mixture of Subspaces. | Ali Cheraghian, Shafin Rahman, Sameera Ramasinghe, Pengfei Fang, Christian Simon, Lars Petersson, Mehrtash Harandi |
| 2021 | ICCV | Kernel Methods in Hyperbolic Spaces. | Pengfei Fang, Mehrtash Harandi, Lars Petersson |
| 2021 | WACV | Set Augmented Triplet Loss for Video Person Re-Identification. | Pengfei Fang, Pan Ji, Lars Petersson, Mehrtash Harandi |
| 2020 | ACCV | Channel Recurrent Attention Networks for Video Pedestrian Retrieval. | Pengfei Fang, Pan Ji, Jieming Zhou, Lars Petersson, Mehrtash Harandi |
| 2019 | ICCV | Bilinear Attention Networks for Person Retrieval. | Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi |