Impression Space from Deep Template Network. - Gongfan Fang; Xinchao Wang; Haofei Zhang; Jie Song 011; Mingli Song (CoRR, 2020)

Tree-Like Decision Distillation. - Jie Song 011; Haofei Zhang; Xinchao Wang; Mengqi Xue; Ying Chen; Li Sun; Dacheng Tao; Mingli Song (CVPR, 2021)

A Survey of Deep Learning for Low-Shot Object Detection. - Qihan Huang; Haofei Zhang; Jie Song 011; Mingli Song (CoRR, 2021)

Secrecy-Oriented Optimization of Sparse Code Multiple Access for Simultaneous Wireless Information and Power Transfer in 6G Aerial Access Networks. - Jingmin Zhang; Xiaokui Yue; Xuan Li; Haofei Zhang; Tao Ni 005; Wensheng Lin (Wirel. Commun. Mob. Comput., 2021)

Up to 100x Faster Data-Free Knowledge Distillation. - Gongfan Fang; Kanya Mo; Xinchao Wang; Jie Song 011; Shitao Bei; Haofei Zhang; Mingli Song (AAAI, 2022)

Meta-attention for ViT-backed Continual Learning. - Mengqi Xue; Haofei Zhang; Jie Song 011; Mingli Song (CVPR, 2022)

Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training. - Haofei Zhang; Jiarui Duan; Mengqi Xue; Jie Song 011; Li Sun; Mingli Song (CVPR, 2022)

Under-Resourced Machine Learning for Stock Market Prediction. - Yutong Feng; Shengyu He; Jianyun Wu; Haofei Zhang (ICCIR, 2022)

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition. - Mengqi Xue; Qihan Huang; Haofei Zhang; Lechao Cheng; Jie Song 011; Minghui Wu; Mingli Song (CoRR, 2022)

A Survey of Neural Trees. - Haoling Li; Jie Song 011; Mengqi Xue; Haofei Zhang; Jingwen Ye; Lechao Cheng; Mingli Song (CoRR, 2022)

Is ProtoPNet Really Explainable? Evaluating and Improving the Interpretability of Prototypes. - Qihan Huang; Mengqi Xue; Haofei Zhang; Jie Song 011; Mingli Song (CoRR, 2022)

Learn decision trees with deep visual primitives. - Mengqi Xue; Haofei Zhang; Qihan Huang; Jie Song 011; Mingli Song (J. Vis. Commun. Image Represent., 2022)

Investigating Scientific Misinformation Using Different Modes of Learning. - Autumn Toney-Wails; Kornraphop Kawintiranon; Lisa Singh; Paul-Emmanuel Courtines; Alexander Lin; Haofei Zhang (SDU@AAAI, 2023)

Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation. - Tianli Zhang; Mengqi Xue; Jiangtao Zhang; Haofei Zhang; Yu Wang 176; Lechao Cheng; Jie Song 011; Mingli Song (CVPR, 2023)

Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks. - Qihan Huang; Mengqi Xue; Wenqi Huang 002; Haofei Zhang; Jie Song 011; Yongcheng Jing; Mingli Song (ICCV, 2023)

Message-passing Selection: Towards Interpretable GNNs for Graph Classification. - Wenda Li 003; Kaixuan Chen 004; Shunyu Liu 001; Wenjie Huang; Haofei Zhang; Mingli Song; Yingjie Tian 002; Yun Su (Tiny Papers @ ICLR, 2023)

Schema Inference for Interpretable Image Classification. - Haofei Zhang; Mengqi Xue; Xiaokang Liu; Kaixuan Chen 004; Jie Song 011; Mingli Song (ICLR, 2023)

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. - Kaixuan Chen 004; Shunyu Liu 001; Tongtian Zhu; Ji Qiao; Yun Su; Yingjie Tian 002; Tongya Zheng; Haofei Zhang; Zunlei Feng; Jingwen Ye; Mingli Song (KDD, 2023)

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization. - Kaixuan Chen 004; Shunyu Liu 001; Tongtian Zhu; Tongya Zheng; Haofei Zhang; Zunlei Feng; Jingwen Ye; Mingli Song (CoRR, 2023)

Research on the Key Technology of a Small Rock Hole Inspection Robot. - Liquan Li; Ruiqi Han; Haofei Zhang; Zhonglin Zhang; Kaiye Wang; Jin Li (J. Intell. Robotic Syst., 2023)

Knowledge Amalgamation for Object Detection With Transformers. - Haofei Zhang; Feng Mao; Mengqi Xue; Gongfan Fang; Zunlei Feng; Jie Song 011; Mingli Song (IEEE Trans. Image Process., 2023)

Constituent Attention for Vision Transformers. - Haoling Li; Mengqi Xue; Jie Song 011; Haofei Zhang; Wenqi Huang 002; Lingyu Liang; Mingli Song (Comput. Vis. Image Underst., 2023)

On the Concept Trustworthiness in Concept Bottleneck Models. - Qihan Huang; Jie Song 011; Jingwen Hu; Haofei Zhang; Yong Wang; Mingli Song (AAAI, 2024)

Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios. - Yuxin Wang; Zunlei Feng; Haofei Zhang; Yang Gao 001; Jie Lei 002; Li Sun; Mingli Song (AAAI, 2024)

RS-SAM: Integrating Multi-scale Information for Enhanced Remote Sensing Image Segmentation. - Enkai Zhang; Jingjing Liu; Anda Cao; Zhen Sun; Haofei Zhang; Huiqiong Wang; Li Sun; Mingli Song (ACCV (8), 2024)

On the Evaluation Consistency of Attribution-Based Explanations. - Jiarui Duan; Haoling Li; Haofei Zhang; Hao Jiang 014; Mengqi Xue; Li Sun; Mingli Song; Jie Song 011 (ECCV (70), 2024)

BDFC:A New Flow Control Mechanism for Torus Networks. - Haofei Zhang; Youmeng Li; Yu Deng; Qi Fang (ICA3PP (6), 2024)

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition. - Mengqi Xue; Qihan Huang; Haofei Zhang; Jingwen Hu; Jie Song 011; Mingli Song; Canghong Jin (IJCAI, 2024)

LG-CAV: Train Any Concept Activation Vector with Language Guidance. - Qihan Huang; Jie Song 011; Mengqi Xue; Haofei Zhang; Bingde Hu; Huiqiong Wang; Hao Jiang 014; Xingen Wang; Mingli Song (NeurIPS, 2024)

Coordinate-Aware Thermal Infrared Tracking Via Natural Language Modeling. - Miao Yan; Ping Zhang; Haofei Zhang; Ruqian Hao; Juanxiu Liu; Xiaoyang Wang; Lin Liu (CoRR, 2024)

A Survey of Deep Learning for Low-shot Object Detection. - Qihan Huang; Haofei Zhang; Mengqi Xue; Jie Song 011; Mingli Song (ACM Comput. Surv., 2024)

SNR Enhancement for Comparator-Based Ultra-Low-Sampling Φ-OTDR System Using Compressed Sensing. - Zhenyu Xiao; Xiaoming Li; Haofei Zhang; Xueguang Yuan; Yang-An Zhang; Yuan Zhang; Zhengyang Li; Qi Wang 036; Yongqing Huang (Sensors, 2024)

From Characters to Subwords: Modeling Unit Conversion for Low-resource Speech Recognition. - Yizhi Wang; Haofei Zhang; Huiqiong Wang; Li Sun; Mingli Song (ICASSP, 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 (ICLR, 2025)

Coordinate-aware thermal infrared tracking via natural language modeling. - Miao Yan; Ping Zhang 023; Haofei Zhang; Ruqian Hao; Juanxiu Liu; Xiaoyang Wang 005; Lin Liu (Expert Syst. Appl., 2025)

Reinforced Model Merging. - Jiaqi Han; Jingwen Ye; Shunyu Liu 001; Haofei Zhang; Jie Song 011; Zunlei Feng; Mingli Song (CoRR, 2025)

From One to Many: Portable Model Construction With Independent Network Units. - Zhaocheng Lu; Haofei Zhang; Li Sun; Jiabin Xia; Jingwen Ye; Mingli Song (IEEE Internet Things J., 2025)

A Survey of Neural Trees: Co-Evolving Neural Networks and Decision Trees. - Haoling Li; Jie Song 011; Mengqi Xue; Haofei Zhang; Mingli Song (IEEE Trans. Neural Networks Learn. Syst., 2025)

A three-stage model for infrared small target detection with spatial and semantic feature fusion. - Sixiang Ji; Haofei Zhang; Jingmin Zhang; Chun Fei; Xiaoyang Wang 005; Juanxiu Liu; Ping Zhang 023 (Expert Syst. Appl., 2026)