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ORCIDZhi Chen 0009
Person information
- affiliation: Duke University, Durham, NC, USA
- affiliation (former): Nanjing University, Nanjing, Jiangsu, China
Other persons with the same name
- Zhi Chen — disambiguation page
- Zhi Chen 0001 — University of California, Irvine, USA
- Zhi Chen 0002
![[0000-0003-2943-9861]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-2943-9861")
— University of Electronic Science and Technology of China, National Key Laboratory of Science and Technology on Communications, Chengdu, China - Zhi Chen 0003 — University of Waterloo, Department of Electrical and Computer Engineering, Canada (and 2 more)
- Zhi Chen 0004 — Shanghai University, School of Mechatronic Engineering and Automation, China
- Zhi Chen 0005 — Decision Sciences, INSEAD, Singapore
- Zhi Chen 0006 — Shanghai Jiao Tong University, Department of Computer Science and Engineering, SpeechLab, and MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai, China
- Zhi Chen 0007 — Nanjing Agricultural University, Department of Mathematics, China
- Zhi Chen 0008 — University of Kentucky, Lexington, KY, USA
- Zhi Chen 0010 — University of Queensland, School of ITEE, Brisbane, Australia
- Zhi Chen 0011 — Huazhong University of Science and Technology, School of Artifical Intelligence and Automation, National Key Laboratory of Science and Technology on Multi-spectral Information Processing, Wuhan, China
- Zhi Chen 0012 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China
- Zhi Chen 0013 — Beijing Jiaotong University, Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, Beijing, China
- Zhi Chen 0014 — University of Electronic Science and Technology of China, School of Information and Software Engineering, Knowledge and Data Engineering Laboratory of Chinese Medicine, Chengdu, China
- Zhi Chen 0015 — Central South University, School of Computer Science and Engineering, Hunan Engineering Research Center of Machine Vision and Intelligent Medicine, Changsha, China
- Zhi Chen 0016 — City University of Hong Kong, College of Business, Department of Management Sciences, Hong Kong
- Zhi Chen 0017 — Southwestern University of Finance and Economics, Chengdu, China (and 1 more)
- Zhi Chen 0018 — Ulster University, School of Computing, Belfast, UK
- Zhi Chen 0019 — University of Science and Technology of China, Department of Modern Physics, Hefei, China
- Zhi Chen 0020 — Hong Kong Center for Logistics Robotics, Hong Kong (and 1 more)
- Zhi Chen 0021 — China University of Mining and Technology, State Key Laboratory of Coal Resources and Safe Mining, Beijing, China
- Zhi Chen 0022 — Nuclear Power Institute of China, Science and Technology on Reactor System Design Technology Laboratory, Chengdu, China
- Zhi Chen 0023 — Wuhan University, School of Electrical Engineering and Automation, Wuhan, China
- Zhi Chen 0024 — Nanjing University of Posts and Telecommunications, College of Computer, Nanjing, China
- Zhi Chen 0025 — University of Iowa, Department of Electrical and Computer Engineering, Iowa City, IA, USA
- Zhi Chen 0026 — University of Science and Technology of China, School of Computer Science and Technology, Hefei, China
- Zhi Chen 0027 — Tianjin Polytechnic University, School of Computer Science and Software, Tianjin, China (and 1 more)
- Zhi Chen 0028 — University of Illinois at Urbana-Champaign, Department of Computer Sciences, Urbana, IL, USA (and 1 more)
- Zhi Chen 0029 — State Grid Zhangzhou Electric Power Supply Company, Zhangzhou, China (and 1 more)
- Zhi Chen 0030 — Amazon Web Services, East Palo Alto, CA, USA
- Zhi Chen 0031 — Linkoping University, Department of Electrical Engineering, Linkoping, Sweden (and 1 more)
- Zhi Chen 0032 — Southwest Jiaotong University, Department of Computer Science and Engineering, Sichuan, China
- Zhi Chen 0033 — Concordia University, Department of Building, Civil & Environmental Engineering, Montreal, Canada
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Books and Theses
- 2023
[b1]Zhi Chen:
Human-in-the-loop Machine Learning System via Model Interpretability. Duke University, Durham, NC, USA, 2023
Journal Articles
- 2020
- [j1]Zhi Chen, Yijie Bei, Cynthia Rudin:
Concept whitening for interpretable image recognition. Nat. Mach. Intell. 2(12): 772-782 (2020)
Conference and Workshop Papers
- 2024
- [c7]Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin:
Sparse and Faithful Explanations Without Sparse Models. AISTATS 2024: 2071-2079 - 2023
- [c6]Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin, Rich Caruana:
Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help? CHIL 2023: 86-99 - [c5]Chudi Zhong, Zhi Chen, Jiachang Liu, Margo I. Seltzer, Cynthia Rudin:
Exploring and Interacting with the Set of Good Sparse Generalized Additive Models. NeurIPS 2023 - 2022
- [c4]Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin:
Exploring the Whole Rashomon Set of Sparse Decision Trees. NeurIPS 2022 - [c3]Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer:
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. IEEE VIS (Short Papers) 2022: 60-64 - 2021
- [c2]Zhi Chen, Sarah Tan, Harsha Nori, Kori Inkpen, Yin Lou, Rich Caruana:
Using Explainable Boosting Machines (EBMs) to Detect Common Flaws in Data. PKDD/ECML Workshops (1) 2021: 534-551 - 2017
- [c1]Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin:
Adversarial Feature Matching for Text Generation. ICML 2017: 4006-4015
Data and Artifacts
- 2021
- [d1]Alexander C. Ogren, Zhi Chen, L. Catherine Brinson, Mary Bastawrous, Cynthia Rudin, Chiara Daraio:
2D elastodynamic metamaterials. UCI Machine Learning Repository, 2021
Informal and Other Publications
- 2024
- [i10]Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin:
Sparse and Faithful Explanations Without Sparse Models. CoRR abs/2402.09702 (2024) - 2023
- [i9]Zhi Chen, Chudi Zhong, Margo I. Seltzer, Cynthia Rudin:
Understanding and Exploring the Whole Set of Good Sparse Generalized Additive Models. CoRR abs/2303.16047 (2023) - [i8]Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin, Rich Caruana:
Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help? CoRR abs/2304.11749 (2023) - 2022
- [i7]Haiyang Huang, Zhi Chen, Cynthia Rudin:
SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation. CoRR abs/2204.10926 (2022) - [i6]Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo I. Seltzer, Cynthia Rudin:
Exploring the Whole Rashomon Set of Sparse Decision Trees. CoRR abs/2209.08040 (2022) - [i5]Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo I. Seltzer:
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization. CoRR abs/2209.09227 (2022) - 2021
- [i4]Cynthia Rudin, Chaofan Chen, Zhi Chen, Haiyang Huang, Lesia Semenova, Chudi Zhong:
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges. CoRR abs/2103.11251 (2021) - [i3]Zhi Chen, Alexander C. Ogren, Chiara Daraio, L. Catherine Brinson, Cynthia Rudin:
How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning. CoRR abs/2111.05949 (2021) - 2020
- [i2]Zhi Chen, Yijie Bei, Cynthia Rudin:
Concept Whitening for Interpretable Image Recognition. CoRR abs/2002.01650 (2020) - 2017
- [i1]Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin:
Adversarial Feature Matching for Text Generation. CoRR abs/1706.03850 (2017)
Coauthor Index
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