Mingjie Li

MS student, Shanghai Jiao Tong University

Joined

September 2020

Names

Mingjie Li (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2021 – Present

Undergrad student

Shanghai Jiao Tong University (sjtu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

Advisor

Quanshi Zhang

2018 – Present

Expertise

explainable AI

2020 – Present

Publications

Quantifying QiGan: What Shape Patterns Does a DNN Exploit in Go?
Huilin Zhou, Yihua Wang, Huijie Tang, Mingjie Li, Hao Zhang, Zhen Yu Liu, Edouardo Honig, Ying Nian Wu, Liang Lin, Lianghui Ding, Shuai Li, Kerui Gu, Shih-Han Chan, Quanshi Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Disentangling the QiGan Encoded by a DNN towards the Go Game
Huilin Zhou, Huijie Tang, Mingjie Li, Hao Zhang, Zhen Yu Liu, Edouardo Honig, Ying Nian Wu, Liang Lin, Lianghui Ding, Quanshi Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Explaining How a Neural Network Play the Go Game and Let People Learn
Huilin Zhou, Huijie Tang, Mingjie Li, Hao Zhang, Zhen Yu Liu, Quanshi Zhang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Does a Neural Network Really Encode Symbolic Concepts?
Mingjie Li, Quanshi Zhang
- ICML 2023 Poster
- Readers: Everyone
Is the Deep Model Representation Sparse and Symbolic with Causal Patterns?
Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
Jie Ren, Mingjie Li, Meng Zhou, Shih-Han Chan, Quanshi Zhang
- 2022 (modified: 14 Nov 2022)
- ICML 2022
- Readers: Everyone
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs
Jie Ren, Mingjie Li, Meng Zhou, Shih-Han Chan, Quanshi Zhang
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Towards Axiomatic, Hierarchical, and Symbolic Explanation for Deep Models
Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Visualizing the Emergence of Intermediate Visual Patterns in DNNs
Mingjie Li, Shaobo Wang, Quanshi Zhang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Visualizing the Emergence of Intermediate Visual Patterns in DNNs
Mingjie Li, Shaobo Wang, Quanshi Zhang
- 2021 (modified: 21 Jul 2022)
- CoRR 2021
- Readers: Everyone

View all 19 publications