Xue, Mengqi

11 publications

ICLR 2025 Dataset Ownership Verification in Contrastive Pre-Trained Models Yuechen Xie, Jie Song, Mengqi Xue, Haofei Zhang, Xingen Wang, Bingde Hu, Genlang Chen, Mingli Song

NeurIPS 2024 LG-CAV: Train Any Concept Activation Vector with Language Guidance Qihan Huang, Jie Song, Mengqi Xue, Haofei Zhang, Bingde Hu, Huiqiong Wang, Hao Jiang, Xingen Wang, Mingli Song

ECCV 2024 On the Evaluation Consistency of Attribution-Based Explanations Jiarui Duan, Haoling Li, Haofei Zhang, Hao Jiang, Mengqi Xue, Li Sun, Mingli Song, Jie Song

IJCAI 2024 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

ICCV 2023 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

CVPR 2023 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

ICLR 2023 Schema Inference for Interpretable Image Classification Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song

CVPR 2022 Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-Training Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun, Mingli Song

CVPR 2022 Meta-Attention for ViT-Backed Continual Learning Mengqi Xue, Haofei Zhang, Jie Song, Mingli Song

IJCAI 2021 KDExplainer: A Task-Oriented Attention Model for Explaining Knowledge Distillation Mengqi Xue, Jie Song, Xinchao Wang, Ying Chen, Xingen Wang, Mingli Song

CVPR 2021 Tree-like Decision Distillation Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song