Kun Zhang

Also affiliated with Nanjing Tech University, Shanghai University of Engineering Science, Xidian University, Singapore Institute of Technology, Peking University, Nanjing Institute of Technology, Hebei University of Science and Technology, Mohamed bin Zayed University of Artificial Intelligence, Qinghai New Energy (China), Tiandi Science & Technology (China), Shandong Lianxing Energy Group (China), Zhejiang University of Technology, Carnegie Mellon University, Shandong University of Science and Technology

Computer ScienceChemistry

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 47 papers. Top paper: “Unpaired data empowers association tests”.

Unpaired data empowers association tests

Bioinformatics(2020)10.1093/bioinformatics/btaa886

N/A

0DataRank · unranked

1 citations

Peng Liu, Frank C. Sciurba, Petar Stojanov, Dacheng Tao, George C. Tseng +3 more

Generative-Discriminative Complementary Learning

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i04.6126

N/A

0DataRank · unranked

34 citations

Mingming Gong, Junxiang Chen, Tongliang Liu, Kun Zhang, Kayhan Batmanghelich +1 more

Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations

IEEE Transactions on Neural Networks and Learning Systems(2021)10.1109/tnnls.2021.3107375

N/A

0DataRank · unranked

24 citations

Kun Zhang, Changyin Sun, Yuewen Sun

Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models

ACM Transactions on Intelligent Systems and Technology(2021)10.1145/3482879

N/A

0DataRank · unranked

6 citations

Ruichu Cai, Kun Zhang, Zhenjie Zhang, Zhifeng Hao, Jie Qiao

Unaligned Image-to-Image Translation by Learning to Reweight

arXiv (Cornell University)(2021)10.48550/arxiv.2109.11736

N/A

0DataRank · unranked

0 citations

Mingming Gong, Yanwu Xu, Kun Zhang, Shaoan Xie

Fully Deformable Network for Multiview Face Image Synthesis

IEEE Transactions on Neural Networks and Learning Systems(2022)10.1109/tnnls.2022.3216018

N/A

0DataRank · unranked

9 citations

Keke Li, Xuandi Luo, Xuemiao Xu, Shengfeng He, Kun Zhang +1 more

Outdoor Position Recovery From Heterogeneous Telco Cellular Data

IEEE Transactions on Knowledge and Data Engineering(2022)10.1109/tkde.2022.3232361

N/A

0DataRank · unranked

4 citations

Weixiong Rao, Kun Zhang, Lei Chen, Yige Zhang

Computational causal discovery: Advantages and assumptions

THEORIA An International Journal for Theory History and Foundations of Science(2022)10.1387/theoria.22904

N/A

0DataRank · unranked

1 citations

Kun Zhang

Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)(2022)10.1109/cvpr52688.2022.01777

N/A

0DataRank · unranked

25 citations

Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich +1 more

Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i5.20539

N/A

0DataRank · unranked

12 citations

Shuigeng Zhou, Kun Zhang, Jihong Guan, Hao Zhang

Identification of Linear Latent Variable Model with Arbitrary Distribution

Proceedings of the AAAI Conference on Artificial Intelligence(2022)10.1609/aaai.v36i6.20585

N/A

0DataRank · unranked

7 citations

Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai +1 more

What-is and How-to for Fairness in Machine Learning: A Survey, Reflection, and Perspective

ACM Computing Surveys(2023)10.1145/3597199

N/A

0DataRank · unranked

25 citations

Jiji Zhang, Kun Zhang, Zeyu Tang

SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model

(2023)10.1109/cvpr52729.2023.02148

N/A

0DataRank · unranked

199 citations

Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang, Shaoan Xie

Unpaired Image-to-Image Translation with Shortest Path Regularization

(2023)10.1109/cvpr52729.2023.00981

N/A

0DataRank · unranked

43 citations

Yanwu Xu, Mingming Gong, Kun Zhang, Shaoan Xie

Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction

(2023)10.1109/cvpr52729.2023.01714

N/A

0DataRank · unranked

33 citations

Zhenhao Chen, Shunxing Fan, Kun Zhang, Guangyi Chen

Causal-learn: Causal Discovery in Python

arXiv (Cornell University)(2023)10.48550/arxiv.2307.16405

N/A

0DataRank · unranked

26 citations

Biwei Huang, Wei Chen, Joseph Ramsey, Mingming Gong, Ruichu Cai +4 more

Subspace Identification for Multi-Source Domain Adaptation

arXiv (Cornell University)(2023)10.48550/arxiv.2310.04723

N/A

0DataRank · unranked

12 citations

Ruichu Cai, Guangyi Chen, Boyang Sun, Zhifeng Hao, Kun Zhang +1 more

Improving the Expressiveness of K-hop Message-Passing GNNs by Injecting Contextualized Substructure Information

arXiv (Cornell University)(2023)10.1145/3580305.3599390

N/A

0DataRank · unranked

10 citations

Yingxu Wang, Kun Zhang, Shangsong Liang, Tianjun Yao

Evolving Semantic Prototype Improves Generative Zero-Shot Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2306.06931

N/A

0DataRank · unranked

4 citations

Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You +3 more

Feature Expansion for Graph Neural Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2305.06142

N/A

0DataRank · unranked

2 citations

Lin Zhang, Guangyi Chen, Kun Zhang, Peng Xu, Yujiu Yang +1 more

Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables

arXiv (Cornell University)(2023)10.48550/arxiv.2308.06718

N/A

0DataRank · unranked

2 citations

Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng +2 more

Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction

arXiv (Cornell University)(2023)10.48550/arxiv.2304.04298

N/A

0DataRank · unranked

1 citations

Zhenhao Chen, Shunxing Fan, Kun Zhang, Guangyi Chen

Partial Identifiability for Domain Adaptation

arXiv (Cornell University)(2023)10.48550/arxiv.2306.06510

N/A

0DataRank · unranked

1 citations

Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov +3 more

Identifiable Latent Polynomial Causal Models Through the Lens of Change

arXiv (Cornell University)(2023)10.48550/arxiv.2310.15580

N/A

0DataRank · unranked

1 citations

Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel +3 more

Generalizing Nonlinear ICA Beyond Structural Sparsity

arXiv (Cornell University)(2023)10.48550/arxiv.2311.00866

N/A

0DataRank · unranked

1 citations

Kun Zhang, Yujia Zheng

Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants

arXiv (Cornell University)(2023)10.48550/arxiv.2312.11934

N/A

0DataRank · unranked

1 citations

Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang, Wei Chen

Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors

arXiv (Cornell University)(2023)10.48550/arxiv.2301.08987

N/A

0DataRank · unranked

0 citations

Yatong Chen, Yang Liu, Kun Zhang, Zeyu Tang

Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2305.11379

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Yewen Fan, Kun Zhang, Yujia Zheng

Identification of Nonlinear Latent Hierarchical Models

arXiv (Cornell University)(2023)10.48550/arxiv.2306.07916

N/A

0DataRank · unranked

0 citations

Biwei Huang, Feng Xie, Eric P. Xing, Yuejie Chi, Kun Zhang +1 more

Procedural Fairness Through Decoupling Objectionable Data Generating Components

arXiv (Cornell University)(2023)10.48550/arxiv.2311.14688

N/A

0DataRank · unranked

0 citations

Jialu Wang, Yang Liu, Peter Spirtes, Kun Zhang, Zeyu Tang

Prompting Fairness: Integrating Causality to Debias Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2403.08743

N/A

0DataRank · unranked

6 citations

Zeyu Tang, Xiaoyu Liu, Peter Spirtes, Kun Zhang, Liu Leqi +2 more

Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants

Proceedings of the AAAI Conference on Artificial Intelligence(2024)10.1609/aaai.v38i18.30017

N/A

0DataRank · unranked

5 citations

Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang, Wei Chen

Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges

arXiv (Cornell University)(2024)10.48550/arxiv.2406.06736

N/A

0DataRank · unranked

2 citations

Zeyu Tang, Jialu Wang, Kun Zhang, Peter Spirtes, Liu Yang +2 more

Causal Representation Learning from Multiple Distributions: A General Setting

arXiv (Cornell University)(2024)10.48550/arxiv.2402.05052

N/A

0DataRank · unranked

1 citations

Shaoan Xie, Ignavier Ng, Yujia Zheng, Kun Zhang

Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight

arXiv (Cornell University)(2024)10.48550/arxiv.2407.08694

N/A

0DataRank · unranked

1 citations

Yujia Zheng, Lizi Ottens, Kun Zhang, Christos Kozyrakis, Jonathan Mace +1 more

CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process

arXiv (Cornell University)(2024)10.48550/arxiv.2401.14535

N/A

0DataRank · unranked

0 citations

Yifan Shen, Zhenhao Chen, Xiangchen Song, Yuewen Sun, Weiran Yao +3 more

Local Causal Discovery with Linear non-Gaussian Cyclic Models

arXiv (Cornell University)(2024)10.48550/arxiv.2403.14843

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang, Haoyue Dai

On the Identification of Temporally Causal Representation with Instantaneous Dependence

arXiv (Cornell University)(2024)10.48550/arxiv.2405.15325

N/A

0DataRank · unranked

0 citations

Yifan Shen, Kaitao Zheng, Ruichu Cai, Xiangchen Song, Mingming Gong +3 more

On the Identifiability of Sparse ICA without Assuming Non-Gaussianity

arXiv (Cornell University)(2024)10.48550/arxiv.2408.10353

N/A

0DataRank · unranked

0 citations

Yujia Zheng, Xinshuai Dong, Kun Zhang, Ignavier Ng

HALO: hierarchical causal modeling for single cell multi-omics data

Nature Communications(2025)10.1038/s41467-025-63921-1

N/A

0DataRank · unranked

5 citations

Minxue Jia, Marissa Di, Eleanor Valenzi, Xiaoyu Cai, Robert Lafyatis +3 more

Higher Order Cumulants-Based Method for Direct and Efficient Causal Discovery

IEEE Transactions on Neural Networks and Learning Systems(2025)10.1109/tnnls.2025.3622148

N/A

0DataRank · unranked

1 citations

Linjun Peng, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang +1 more

Causal evidence for the primordiality of colours in trans-Neptunian objects

Monthly Notices of the Royal Astronomical Society Letters(2025)10.1093/mnrasl/slaf089

N/A

0DataRank · unranked

1 citations

Mohamad Ali-Dib, Yujia Zheng, Zehao Jin, Kun Zhang, Andrea V. Macciò +1 more

Identifying Semantic Component for Robust Molecular Property Prediction

IEEE Transactions on Pattern Analysis and Machine Intelligence(2025)10.1109/tpami.2025.3598461

N/A

0DataRank · unranked

2 citations

Zunhong Xu, Ruichu Cai, Zhenhui Yang, Yuguang Yan, Zhifeng Hao +3 more

Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

arXiv (Cornell University)(2025)10.48550/arxiv.2501.18990

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Boyang Sun, Haoyue Dai, Guang-Yuan Hao, Shunxing Fan +4 more

Reflection-Window Decoding: Text Generation with Selective Refinement

arXiv (Cornell University)(2025)10.48550/arxiv.2502.03678

N/A

0DataRank · unranked

0 citations

Zhenhao Chen, Xiangchen Song, Loka Li, Deng Yun-long, Yifan Shen +4 more

Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models

arXiv (Cornell University)(2025)10.48550/arxiv.2510.04378

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Haoyue Dai, Jiaqi Sun, Xiangchen Song, Peter Spirtes +2 more

Horizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants

arXiv (Cornell University)(2025)10.48550/arxiv.2507.06888

N/A

0DataRank · unranked

0 citations

Wenjia Gu, Limin Peng, Ruichu Cai, Zhifeng Hao, Kun Zhang +1 more