| 2026 | AAAI | GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion. | Yongjun Xiao, Dian Meng, Xinlei Huang, Yanran Liu, Shiwei Ruan, Ziyue Qiao, Xubin Zheng |
| 2025 | AAAI | PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis. | Xinlei Huang, Zhiqi Ma, Dian Meng, Yanran Liu, Shiwei Ruan, Qingqiang Sun, Xubin Zheng, Ziyue Qiao |
| 2025 | AusDM | NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification. | Zhenyu Xia, Xinlei Huang, Yuantong Gu, Suvash C. Saha |
| 2025 | ICASSP | Learn from Balance: Rectifying Knowledge Transfer for Long-Tailed Scenarios. | Xinlei Huang, Jialiang Tang, Xubin Zheng, Jinjia Zhou, Wenxin Yu, Ning Jiang |
| 2024 | IJCNN | ClearKD: Clear Knowledge Distillation for Medical Image Classification. | Xinlei Huang, Ning Jiang, Jialiang Tang |
| 2024 | ISCAS | Amalgamating Knowledge for Comprehensive Classification with Uncertainty Suppression. | Lebin Li, Ning Jiang, Jialiang Tang, Xinlei Huang |
| 2024 | ISCAS | Adaptive Informative Semantic Knowledge Transfer for Knowledge Distillation. | Ruijian Xu, Ning Jiang, Jialiang Tang, Xinlei Huang |
| 2023 | ICONIP | Dynamic Feature Distillation. | Xinlei Huang, Ning Jiang, Jialiang Tang, Wenqing Wu |
| 2023 | ICONIP | Feature Reconstruction Distillation with Self-attention. | Cheng Lin, Ning Jiang, Jialiang Tang, Xinlei Huang |
| 2023 | ICONIP | Dy-KD: Dynamic Knowledge Distillation for Reduced Easy Examples. | Cheng Lin, Ning Jiang, Jialiang Tang, Xinlei Huang, Wenqing Wu |
| 2023 | ICONIP | Joint Regularization Knowledge Distillation. | Haifeng Qing, Ning Jiang, Jialiang Tang, Xinlei Huang, Wengqing Wu |
| 2023 | ICONIP | Correlation Guided Multi-teacher Knowledge Distillation. | Luyao Shi, Ning Jiang, Jialiang Tang, Xinlei Huang |
| 2023 | ICONIP | Knowledge Distillation via Information Matching. | Honglin Zhu, Ning Jiang, Jialiang Tang, Xinlei Huang |
| 2022 | ICANN | Stimulates Potential for Knowledge Distillation. | Haifeng Qing, Jialiang Tang, Xiaoyan Yang, Xinlei Huang, Honglin Zhu, Ning Jiang |
| 2022 | ICONIP | Optimizing Knowledge Distillation via Shallow Texture Knowledge Transfer. | Xinlei Huang, Jialiang Tang, Haifeng Qing, Honglin Zhu, Ning Jiang, Wenqing Wu, Peng Zhang |
| 2022 | ICONIP | Cross-Layer Fusion for Feature Distillation. | Honglin Zhu, Ning Jiang, Jialiang Tang, Xinlei Huang, Haifeng Qing, Wenqing Wu, Peng Zhang |