Professor | Jie Song | Asia Growth Partners

Name	Jie Song
Language ability	Chinese, English
Province	Zhejiang

Name

Jie Song

Language ability

Chinese, English

Province

Zhejiang

University/Lab Affiliation and Title	Zhejiang University
Faculty	Software Technology
Academic Background & Achievements	2015 - Bachelor of Engineering in Computer Science and Technology, Sichuan University 2020 - PhD in Computer Science and Technology, Zhejiang University

University/Lab Affiliation and Title

Zhejiang University

Faculty

Software Technology

Academic Background & Achievements

2015 - Bachelor of Engineering in Computer Science and Technology, Sichuan University
2020 - PhD in Computer Science and Technology, Zhejiang University

Areas of Focus	Computer Vision Artificial Intelligence
Publications	Training-free Pretrained Model Merging, Zhengqi Xu, Ke Yuan, Huiqiong Wang, Yong Wang, Mingli Song, Jie Song, 2024 On the Concept Trustworthiness in Concept Bottleneck Models, Qihan Huang, Jie Song, Jingwen Hu, Haofei Zhang, Yong Wang, Mingli Song, 2024 Lookaround Optimizer: k steps around, 1 step average, Jiangtao Zhang, Shunyu Liu, Jie Song, Tongtian Zhu, Zhengqi Xu, Mingli Song, 2023 Recent advances in deep learning for retrosynthesis, Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Tingjun Hou, Mingli Song, 2023 Constituent Attention for Vision Transformers, Haoling Li, Mengqi Xue, Jie Song, Haofei Zhang, Wenqi Huang, Liangyu Liang, Mingli Song, 2023 A Survey of Deep Learning for Low-Shot Object Detection, Qihan Huang, Haofei Zhang, Mengqi Xue, Jie Song, Mingli Song, 2023 ModelGiF: Gradient Fields for Model Functional Distance, Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song, 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, 2023 Ask-AC: An Initiative Advisor-in-the-loop Actor Critic Framework, Shunyu Liu, Kaixuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song, 2023 Knowledge Amalgamation for Object Detection with Transformers, Haofei Zhang, Feng Mao, Mengqi Xue, Gongfan Fang, Zunlei Feng, Jie Song, Mingli Song, 2023 Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation, Tongya Zheng, Xinchao Wang, Zunlei Feng, Jie Song, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, 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, 2023 Schema Inference for Interpretable Image Classification, Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song, 2023 基于深度学习的3D分子生成模型研究进展, 姚少伦, 宋杰, 冯尊磊, 贾凌翔, 钟子鹏, 宋明黎, 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition, Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song, 2023

Areas of Focus

Computer Vision
Artificial Intelligence

Publications

Training-free Pretrained Model Merging, Zhengqi Xu, Ke Yuan, Huiqiong Wang, Yong Wang, Mingli Song, Jie Song*, 2024
On the Concept Trustworthiness in Concept Bottleneck Models, Qihan Huang, Jie Song*, Jingwen Hu, Haofei Zhang, Yong Wang, Mingli Song, 2024
Lookaround Optimizer: k steps around, 1 step average, Jiangtao Zhang, Shunyu Liu, Jie Song*, Tongtian Zhu, Zhengqi Xu, Mingli Song, 2023
Recent advances in deep learning for retrosynthesis, Zipeng Zhong, Jie Song, Zunlei Feng, Tiantao Liu, Lingxiang Jia, Shaolun Yao, Tingjun Hou*, Mingli Song*, 2023
Constituent Attention for Vision Transformers, Haoling Li, Mengqi Xue, Jie Song*, Haofei Zhang, Wenqi Huang, Liangyu Liang, Mingli Song, 2023
A Survey of Deep Learning for Low-Shot Object Detection, Qihan Huang, Haofei Zhang, Mengqi Xue, Jie Song, Mingli Song*, 2023
ModelGiF: Gradient Fields for Model Functional Distance, Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song, 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, 2023
Ask-AC: An Initiative Advisor-in-the-loop Actor Critic Framework, Shunyu Liu, Kaixuan Chen, Na Yu, Jie Song, Zunlei Feng, Mingli Song, 2023
Knowledge Amalgamation for Object Detection with Transformers, Haofei Zhang, Feng Mao, Mengqi Xue, Gongfan Fang, Zunlei Feng, Jie Song, Mingli Song, 2023
Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation, Tongya Zheng, Xinchao Wang, Zunlei Feng, Jie Song, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, 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, 2023
Schema Inference for Interpretable Image Classification, Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song*, Mingli Song, 2023
基于深度学习的3D分子生成模型研究进展, 姚少伦, 宋杰*, 冯尊磊, 贾凌翔, 钟子鹏, 宋明黎, 2023
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition, Shunyu Liu, Yihe Zhou, Jie Song*, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song, 2023

Deep Learning Neural Networks Image Processing Machine Learning Pattern Recognition Data Analysis Algorithm Development Model Optimization Computer Vision Artificial Intelligence

Zunlei Feng - Zhejiang University

Yu Zhi - Zhejiang University

Wenxiao Wang - Zhejiang University

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