| 2026 | AAAI | Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation. | Chenggong Hu, Yi Wang, Mengqi Xue, Haofei Zhang, Jie Song, Li Sun |
| 2025 | ICLR | Dataset Ownership Verification in Contrastive Pre-trained Models. | Yuechen Xie, Jie Song, Mengqi Xue, Haofei Zhang, Xingen Wang, Bingde Hu, Genlang Chen, Mingli Song |
| 2024 | ECCV | On the Evaluation Consistency of Attribution-Based Explanations. | Jiarui Duan, Haoling Li, Haofei Zhang, Hao Jiang, Mengqi Xue, Li Sun, Mingli Song, Jie Song |
| 2024 | IJCAI | ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition. | Mengqi Xue, Qihan Huang, Haofei Zhang, Jingwen Hu, Jie Song, Mingli Song, Canghong Jin |
| 2023 | CVPR | Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation. | Tianli Zhang, Mengqi Xue, Jiangtao Zhang, Haofei Zhang, Yu Wang, Lechao Cheng, Jie Song, Mingli Song |
| 2023 | ICCV | Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks. | Qihan Huang, Mengqi Xue, Wenqi Huang, Haofei Zhang, Jie Song, Yongcheng Jing, Mingli Song |
| 2023 | ICLR | Schema Inference for Interpretable Image Classification. | Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song |
| 2022 | CVPR | Meta-attention for ViT-backed Continual Learning. | Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song |
| 2022 | CVPR | Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training. | Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun, Mingli Song |
| 2021 | CVPR | Tree-Like Decision Distillation. | Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song |
| 2021 | IJCAI | KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation. | Mengqi Xue, Jie Song, Xinchao Wang, Ying Chen, Xingen Wang, Mingli Song |
| 2019 | ICCV | Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation. | Chengchao Shen, Mengqi Xue, Xinchao Wang, Jie Song, Li Sun, Mingli Song |
| 2017 | IECON | Stabilization of fuzzy-modeled networked system with packet dropouts: An MDADT-based switching approach. | Mengqi Xue, Yang Tang, Ligang Wu, Feng Qian |