Department of Philosophy

Research output

Research output per year 1995 2005 2011 2012 2013 2014 2015 2016 2017 2018 2019 2021 2022 2023

• 1765 Scopus Citations
• 20 Scopus h-Index
• 211 Journal Article (refereed)
• 56 Book Chapter
• 22 Book (Author)
• 21 Conference paper (refereed)
• 79 More
  • 19 Review article
  • 15 Conference Paper (other)
  • 14 Reference Entry
  • 8 Presentation
  • 6 Book (Editor)
  • 3 Foreword / Postscript
  • 3 Other Article
  • 2 Textbook (Author)
  • 2 Comment / Debate
  • 2 Policy or Profession paper
  • 2 Article (Translation)
  • 1 Book (Translator)
  • 1 Conference paper (invited)
  • 1 Poster

Research output per year

Research output per year

Search results

• 2020

  On Learning Causal Structures from Non-Experimental Data without Any Faithfulness Assumption

  LIN, H. & ZHANG, J., Feb 2020, Proceedings of Machine Learning Research. KONTOROVICH, A. & NEU, G. (eds.). Vol. 117. p. 554-582 29 p. (Proceedings of Machine Learning Research; vol. 117).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Faithfulness 100%
  • Convergence 83%
  • Learning Algorithm 66%
  • Bayesian Networks 66%
  • Faithfulness Condition 66%
• 2019

  Causal Identification under Markov Equivalence: Completeness Results

  JABER, A., ZHANG, J. & Bareinboim, E., Jun 2019, Proceedings of the 36th International Conference on Machine Learning. Chaudhuri, K. & Salakhutdinov, R. (eds.). p. 2981-2989 (Proceedings of Machine Learning Research (PMLR); vol. 97).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Identification 100%
  • Causal Diagram 40%
  • Sufficient Condition 20%
  • Algorithms 20%
  • Identifiability 20%
  7 Citations (Scopus)

• On causal identification under Markov equivalence

  JABER, A., ZHANG, J. & BAREINBOIM, E., Aug 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 6181-6185 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Markov Equivalence 100%
  • Variables 100%
  • Conditional Independence 50%
  • Equivalence Class 50%
  • Observational Data 50%
  2 Citations (Scopus)
• 2018

  A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams

  JABER, A., ZHANG, J. & BAREINBOIM, E., Jul 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). LANG, J. L. (ed.). International Joint Conferences on Artificial Intelligence, p. 5024-5030

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Variables 100%
  • Identifiability 66%
  • Equivalence Class 66%
  • Causal Diagram 66%
  • Causal Structure 66%
  8 Citations (Scopus)

• Causal Identification under Markov Equivalence

  JABER, A., ZHANG, J. & BAREINBOIM, E., Aug 2018, Proceedings of the Thirty-Fourth Conference (2018) : Uncertainty in Artificial Intelligence. Association for Uncertainty in Artificial Intelligence (AUAI), p. 978-987

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Causal Graph 100%
  • Identification 100%
  • Causal Effect 66%
  • Markov Equivalence 66%
  • Equivalence Class 66%
  14 Citations (Scopus)

• Diachronic Holism and Dynamic Normativity

  ZHENG, Y., Jun 2018, Proceedings of the XXIII World Congress of Philosophy. Boudouris, K. (ed.). Philosophy Documenation Center, p. 75-80 (Philosophy of Development; vol. 48).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Prescriptive 100%
  • Semantic functions 50%
  • Princes 50%

• 牟宗三先生對「為何道德」的議論之再探

  黃慧英, Jul 2018, 紀念牟宗三先生逝世二十周年國際學術研討會論文集. 楊永漢 (ed.). 萬卷樓圖書股份有限公司, p. 659-672 14 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review
• 2017

  Agreeing to disagree and dilation

  ZHANG, J., LIU, H. & SEIDENFELD, T., 2017, PMLR: Proceedings of Machine Learning Research. Vol. 62. p. 370-381 12 p. (PMLR: Proceedings of Machine Learning Research).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Probability Theory 100%
  • Conditioning 66%
  • Model 33%
  • Information 33%
  • Value 33%

• Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows

  HUANG, B., ZHANG, K., ZHANG, J., SANCHEZ-ROMERO, R., GLYMOUR, C. & SCHÖKOPF, B., 2017, 2017 IEEE International Conference on Data Mining (ICDM). IEEE, p. 913-918

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Embedding 100%
  • Data Set 100%
  • Time 100%
  • Driving Force 100%
  • Causal Mechanism 100%
  15 Citations (Scopus)

• Causal discovery from nonstationary/heterogeneous data : skeleton estimation and orientation determination

  ZHANG, K., HUANG, B., ZHANG, J., GLYMOUR, C. & SCHÖLKOPF, B., 1 Jan 2017, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1347-1353 7 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Heterogeneous Data 100%
  • Real World 33%
  • Data Collection 33%
  • Experimental Result 33%
  • Generating Process 33%
  49 Citations (Scopus)

• SAT-based causal discovery under weaker assumptions

  Zhalama, ZHANG, J., EBERHARDT, F. & MAYER, W., 1 Jan 2017, Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence (UAI). Association for Uncertainty in Artificial Intelligence (AUAI), 234

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access

  • Algorithms 100%
  • Asymptotics 100%
  • Booleans 100%
  • Simulation 100%
  4 Citations (Scopus)
• 2016

  On the identifiability and estimation of functional causal models in the presence of outcome-dependent selection

  ZHANG, K., ZHANG, J., HUANG, B., SCHÖLKOPF, B. & GLYMOUR, C., 1 Jan 2016, Proceedings of the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016). AUAI Press, p. 825-834 10 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Dependent Selection 100%
  • Identifiability 83%
  • Causal Model 66%
  • Direction 50%
  • Variables 50%
  8 Citations (Scopus)
• 2015

  過化存神 : 儒學與現代心理治療

  黃慧英, 2015, 二十一世紀當代儒學論文集 : 儒學之國際展望. 李瑞全 & 楊祖漢 (eds.). 台灣: 國立中央大學儒學研究中心, Vol. I. p. 439-448 10 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review
• 2014

  Choice of Units and the Causal Markov Condition

  ZHANG, J. & SPIRTES, P., May 2014, Scientific explanation and methodology of science : selected papers from the International Conference on SEMS 2012. GUO, G. & LIU, C. (eds.). World Scientific Publishing Company, p. 240-251 12 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research

  • Causal Markov 100%
  • Markov Condition 100%
  • Causal Inference 75%
  • Statistical Modeling 75%
  • Evaluation 50%

• 对“自欺”观念的探讨 : 一个儒家的角度

  Translated title of the contribution: Self Deception: From the Perspective of Confucianism黄慧英, Dec 2014, 儒学的当代发展与未来前瞻. 景海峰 (ed.). 北京: 人民出版社, p. 241-248 8 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

• 生命之開拓與價值之實現 : 唐君毅先生對病痛及苦難的體悟

  黃慧英, Oct 2014, 中國哲學研究之新方向. 鄭宗義 (ed.). 香港: 香港中文大學新亞書院, p. 309-322 14 p. (新亞學術集刊; vol. 20).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  Open Access
• 2013

  Why is Swampman not a zombie?

  ZHENG, Y., 1 Jan 2013, Proceedings of 1st International Confernce on Philosophy: Yesterday, Today and Tomorrow (PYTT 2013). p. 43-48 6 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Zombies 100%
  • Normative 100%
  • Labour 100%
• 2011

  Discussion of "learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables"

  ZHANG, J. & SILVA, R., 11 Apr 2011, PMLR: Proceedings of Machine Learning Research. Vol. 15. p. 16-18 3 p. (PMLR: Proceedings of Machine Learning Research; vol. 15).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Variables 100%
  • Equivalence Class 75%
  • Simulation Mode 50%
  • Feature Selection 50%
  • Causal Structure 25%
  1 Citation (Scopus)
• 2009

  儒家倫理中之道德性與非道德德性

  黃慧英, 1 Jan 2009, 求索之迹 : 香港中文大學哲學系六十周年系慶論文集. 校友卷. The Chinese University of Hong Kong Press, p. 99-110 12 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

• 心靈境界與意識之光譜 : 當代新儒學與現代心理學之可能對話

  Translated title of the contribution: Vision of the Mind and Spectrum of Consciousness: a possible dialogue between contemporary Neo-Confucianism and transcendental psychology黃慧英, 1 Jan 2009, 当代儒学与精神性. 香港浸会大学宗教及哲学系 (ed.). 广西师范大学出版社, p. 105-120 16 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research

  • Confucianism 100%
  • Vision 100%
  • Dialogue 100%
  • Consciousness 100%
  • Psychology 100%
• 2002

  人在歷史中的作用 : 勞思光先生關於歷史的哲學省思

  黃慧英, Dec 2002, 「勞思光思想與中國哲學世界化」學術研討會論文集. 行政院文化建設委員會 (ed.). 臺灣大學出版中心, p. 157-167 11 p.

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review