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Haifeng Chen

Active 1995–2026

Also published as
Haifeng, Chen
526
Papers
26,493
Citations
78
h-index
317
i10-index

Citations

Citations per year for Haifeng Chen1963: 1 citations1965: 1 citations1975: 1 citations1997: 1 citations2000: 1 citations2001: 2 citations2002: 5 citations2003: 14 citations2004: 22 citations2005: 42 citations2006: 73 citations2007: 89 citations2008: 99 citations2009: 126 citations2010: 112 citations2011: 84 citations2012: 92 citations2013: 155 citations2014: 120 citations2015: 185 citations2016: 151 citations2017: 194 citations2018: 288 citations2019: 705 citations2020: 1,071 citations2021: 1,487 citations2022: 1,374 citations2023: 1,410 citations2024: 1,857 citations2025: 1,575 citations2026: 465 citations1964: no citations, so this year is not shown1966–1974: no citations, so these years are not shown1976–1996: no citations, so these years are not shown1998–1999: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 4,526 citing papers, 33.1% of this breakdownUnited States: 2,599 citing papers, 19% of this breakdownUnited Kingdom: 514 citing papers, 3.7% of this breakdownGermany: 479 citing papers, 3.5% of this breakdownAustralia: 463 citing papers, 3.4% of this breakdownCanada: 382 citing papers, 2.8% of this breakdownIndia: 350 citing papers, 2.6% of this breakdownSouth Korea: 314 citing papers, 2.3% of this breakdownFrance: 305 citing papers, 2.2% of this breakdownJapan: 298 citing papers, 2.2% of this breakdownHong Kong: 253 citing papers, 1.8% of this breakdownItaly: 234 citing papers, 1.7% of this breakdown
0%33.1%Other 21.7%

Institutions

Fields

  • Computer Science44.4%
  • Biochemistry, Genetics and Molecular Biology14.2%
  • Medicine13.3%
  • Engineering10.5%
  • Decision Sciences3.4%
  • Materials Science1.8%
  • Other12.4%

Topics

  • Anomaly Detection Techniques and Applications4.8%
  • Network Security and Intrusion Detection3.4%
  • Time Series Analysis and Forecasting2.9%
  • Advanced Graph Neural Networks2.8%
  • Topic Modeling2.3%
  • Stock Market Forecasting Methods1.6%
  • Other82.2%

Coauthors

All papers

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  1. A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

    Authors: Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison W. Cottrell - Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017 cited by 1,395

  2. Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

    Authors: Bo Zong, Song Qi, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu, Dae-Ki Cho, Haifeng Chen - 2018 cited by 1,091

  3. Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey

    Authors: Chen Ling, Xujiang Zhao, Jiaying Lu, Chengyuan Deng, Can Zheng, Junxiang Wang, Tanmoy Chowdhury, Yun Li, Hejie Cui, Xuchao Zhang, Tianjiao Zhao, Amit Panalkar, Dhagash Mehta, Stefano Pasquali, Wei Cheng, Haoyu Wang, Yanchi Liu, Zhengzhang Chen, Haifeng Chen, Chris White, Quanquan Gu, Jian Pei, Carl Yang, Liang Zhao - ACM Computing Surveys, ACM Comput. Surv. 2025 cited by 157

  4. Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

    Authors: Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong, Qingsong Wen - ACM Computing Surveys 2026 cited by 121

  5. You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis

    Authors: Qi Wang, Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Junghwan Rhee, Zhengzhang Chen, Wei Cheng, Carl A. Gunter, Haifeng Chen - Proceedings 2020 Network and Distributed System Security Symposium, NDSS 2020 cited by 213

  6. SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

    Authors: Peng Xia, Jianwen Chen, Hanyang Wang, Jiaqi Liu, Kaide Zeng, Yu Wang, Siwei Han, Yiyang Zhou, Xujiang Zhao, Haifeng Chen, Zeyu Zheng, Cihang Xie, Huaxiu Yao - arXiv (Cornell University), CoRR 2026 cited by 98

  7. NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks

    Authors: Wenchao Yu, Wei Cheng, Charu C. Aggarwal, Kai Zhang, Haifeng Chen, Wei Wang - SIGKDD International Conference on Knowledge Discovery & Data Mining 2018 cited by 345

  8. Parameterized Explainer for Graph Neural Network

    Authors: Dongsheng Luo, Wei Cheng, Dongkuan Xu, Wenchao Yu, Bo Zong, Haifeng Chen, Xiang Zhang - NeurIPS 2020 cited by 830

  9. The histone mark H3K36me2 recruits DNMT3A and shapes the intergenic DNA methylation landscape

    Authors: Daniel N. Weinberg, Simon Papillon‐Cavanagh, Haifeng Chen, Yuan Yue, Xiao Chen, Kartik Rajagopalan, Cynthia Horth, John T. McGuire, Xinjing Xu, Hamid Nikbakht, Agata E. Lemiesz, Dylan M. Marchione, Matthew R. Marunde, Matthew J. Meiners, Marcus A. Cheek, Michael‐Christopher Keogh, Eric Bareke, Anissa Djedid, Ashot S. Harutyunyan, Nada Jabado, Benjamin A. García, Haitao Li, C. David Allis, Jacek Majewski, Chao Lü - Nature 2019 cited by 563

  10. Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization

    Authors: Xianjun Yang, Yan Li, Xinlu Zhang, Haifeng Chen, Wei Cheng - arXiv (Cornell University), CoRR 2023 cited by 123

  11. DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text

    Authors: Xianjun Yang, Wei Cheng, Yue Wu, Linda Ruth Petzold, William Yang Wang, Haifeng Chen - ICLR 2024 cited by 196

  12. Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection

    Authors: Xinyang Feng, Dongjin Song, Yuncong Chen, Zhengzhang Chen, Jingchao Ni, Haifeng Chen - International Conference on Multimedia, ACM Multimedia 2021 cited by 93

  13. Mesenchymal stromal exosome–functionalized scaffolds induce innate and adaptive immunomodulatory responses toward tissue repair

    Authors: Ni Su, Yaoyao Hao, Fang Wang, Wenda Hou, Haifeng Chen, Ying Luo - Science Advances 2021 cited by 154

  14. Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition

    Authors: Haifeng Chen, Dongmei Jiang, Hichem Sahli - IEEE Transactions on Multimedia, IEEE Trans. Multim. 2020 cited by 132

  15. A Survey on Detection of LLMs-Generated Content

    Authors: Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng - Findings of the Association for Computational Linguistics: EMNLP 2024, EMNLP (Findings) 2024 cited by 45

  16. H3K27M induces defective chromatin spread of PRC2-mediated repressive H3K27me2/me3 and is essential for glioma tumorigenesis

    Authors: Ashot S. Harutyunyan, Brian Krug, Haifeng Chen, Simon Papillon‐Cavanagh, Michele Zeinieh, Nicolas Jay, Shriya Deshmukh, Carol Chen, Jad I. Belle, Leonie G. Mikael, Dylan M. Marchione, Rui Li, Hamid Nikbakht, Bo Hu, Gaël Cagnone, Warren Cheung, Abdulshakour Mohammadnia, Denise Béchet, Damien Faury, Melissa K. McConechy, Manav Pathania, Siddhant U. Jain, Benjamin Ellezam, Alexander G. Weil, Alexandre Montpetit, Paolo Salomoni, Tomi Pastinen, Chao Lü, Peter W. Lewis, Benjamin A. García, Claudia L. Kleinman, Nada Jabado, Jacek Majewski - Nature Communications 2019 cited by 392

  17. MixLLM: Dynamic Routing in Mixed Large Language Models

    Authors: Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen - Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), NAACL (Long Papers) 2025 cited by 38

  18. Structurally and Functionally Optimized Silk‐Fibroin–Gelatin Scaffold Using 3D Printing to Repair Cartilage Injury In Vitro and In Vivo

    Authors: Weili Shi, Muyang Sun, Xiaoqing Hu, Bo Ren, Jin Cheng, Chenxi Li, Xiaoning Duan, Xin Fu, Jiying Zhang, Haifeng Chen, Yingfang Ao - Advanced Materials 2017 cited by 482

  19. Multi-Modal and Multi-Scale Fusion 3D Object Detection of 4D Radar and LiDAR for Autonomous Driving

    Authors: Li Wang, Xinyu Zhang, Jun Li, Baowei Xv, Rong Fu, Haifeng Chen, Lei Yang, Dafeng Jin, Lijun Zhao - IEEE Transactions on Vehicular Technology, IEEE Trans. Veh. Technol. 2022 cited by 71

  20. Interpretable Click-Through Rate Prediction through Hierarchical Attention

    Authors: Zeyu Li, Wei Cheng, Yang Chen, Haifeng Chen, Wei Wang - Conference on Web Search and Data Mining, WSDM 2020 cited by 121

  21. A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

    Authors: Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla - AAAI Conference on Artificial Intelligence 2019 cited by 805

  22. TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop

    Authors: Yushan Jiang, Wenchao Yu, Geon Lee, Dongjin Song, Kijung Shin, Wei Cheng, Yanchi Liu, Haifeng Chen - NeurIPS 2025 cited by 31

  23. Uncertainty Decomposition and Quantification for In-Context Learning of Large Language Models

    Authors: Chen Ling, Xujiang Zhao, Wei Cheng, Yanchi Liu, Yiyou Sun, Xuchao Zhang, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen - Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) 2024 cited by 26

  24. Advances in Porous Scaffold Design for Bone and Cartilage Tissue Engineering and Regeneration

    Authors: Alice Cheng, Zvi Schwartz, Adrian Kahn, Xiyu Li, Zhenxing Shao, Muyang Sun, Yingfang Ao, Barbara D. Boyan, Haifeng Chen - Tissue Engineering Part B Reviews 2018 cited by 265