Department of Foundational Mathematics

Research output

Research output per year 2010 2020 2021 2022 2023 2024 2025

• 118 Article
• 42 Conference Proceeding
• 14 Other contribution
• 5 Book
• 12 More
  • 4 Patent
  • 2 Chapter
  • 2 Paper
  • 2 Conference article
  • 1 Review article
  • 1 Exhibition/ Event/ Festival

Research output per year

Research output per year

Search results

• 2024

  Cipher-Prompt: Towards a Safe Diffusion Model via Learning Cryptographic Prompts

  Jiang, S., Wang, S., Zhang, R., Yang, X. & Huang, K., 22 May 2024, Advances in Brain Inspired Cognitive Systems - 13th International Conference, BICS 2023, Proceedings. Ren, J., Hussain, A., Liao, I. Y., Chen, R., Huang, K., Zhao, H., Liu, X., Ma, P. & Maul, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 322-332 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14374 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Generation Model 100%

• Guided Safe Diffusion: Prohibiting Diffusion Models from Generating Inappropriate Content

  Jiang, S., Zhang, R., Yang, X., DONG, BIN. & Huang, K., 21 Aug 2024, (Accepted/In press) 31st International Conference on Neural Information Processing (ICONIP2024). Springer Nature

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Length of the longest branches in a Markov tree

  Bocharov, S., Harris, S. C. & Mallein, B., 2024, (In preparation) Lecture Notes in Statistics. Springer

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation

  Gao, Z., Huang, K., Zhang, R., Liu, D. & Ma, J., 15 Jan 2024, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 18836-18847 12 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Unsupervised Domain Adaptation 100%
  • Regularization 80%
  • Art Performance 20%
  • Data Augmentation 20%
  • Unsupervised Manner 20%
  2 Citations (Scopus)

• 提高线性代数教学在能力培养方面的效能和亲和度: 使用美国新编线性代数教材的体会

  Liu, G., Niu, Q., Ma, F., Zhao, Y., Fei, J., He, M., Zhang, R. & Zhang, K., Jun 2024, 2023新时代高校数学教学改革与创新研讨会论文集: 大学数学课程论坛报告.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding
• 2023

  A Combinatorial Proof for the Dowry Problem

  Liu, X., Milenkovic, O. & Moustakides, G. V., 2023, 2023 IEEE Information Theory Workshop, ITW 2023. Institute of Electrical and Electronics Engineers Inc., p. 538-543 6 p. (2023 IEEE Information Theory Workshop, ITW 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Probability 100%
  • Dynamic Programming 100%
  • Selection Criterion 100%
  • Immediates 100%

• Graph Neural Networks with Diverse Spectral Filtering

  Guo, J., Huang, K., Yi, X. & Zhang, R., 30 Apr 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, Inc, p. 306-316 11 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Filtering 100%
  • Graph Neural Network 100%
  • Benchmark 20%
  • Contexts 20%
  • Real World 20%
  5 Citations (Scopus)
• 2022

  Balanced and Swap-Robust Trades for Dynamical Distributed Storage

  Pan, C., Gabrys, R., Liu, X., Colbourn, C. & Milenkovic, O., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 2385-2390 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Distributed Storage System 100%
  • Data Constraint 100%
  2 Citations (Scopus)

• Mahler Discrete Residues and Summability for Rational Functions

  Arreche, C. E. & Zhang, Y., 5 Jul 2022, ISSAC 2022 - Proceedings of the 2022 ACM International Symposium on Symbolic and Algebraic Computation. Association for Computing Machinery, p. 525–533 9 p. (Proceedings of the International Symposium on Symbolic and Algebraic Computation, ISSAC; vol. 05-July-2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  1 Citation (Scopus)

• Neural Network for Solving Ordinary Differential Equations

  Jiang, W. & Xuan, C., 2022, Proceedings - 2022 14th IEEE International Conference on Computational Intelligence and Communication Networks, CICN 2022. Institute of Electrical and Electronics Engineers Inc., p. 261-265 5 p. (Proceedings - 2022 14th IEEE International Conference on Computational Intelligence and Communication Networks, CICN 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Artificial Neural Network 100%
  • Operators (Mathematics) 100%
  • Model 60%
  • Application 50%

• 后疫情时代的22课时线性代数混合式教学在中外合作办学的实施与探索

  Liu, G., Niu, Q., Fei, J., Zhao, Y., Zhang, R. & Zhang, K., Jun 2022, 2021新时代高校教学改革与创新论文集. 中国高等教育出版社

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
• 2021

  A photo-driven self-excited hydrogel oscillator

  Xuan, C., Zhou, Y., Zhao, Y., Garfinkel, A., He, X. & Jin, L., 2021, Bulletin of the American Physical Society.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Inductive Generalized Zero-Shot Learning with Adversarial Relation Network

  Yang, G., Huang, K., Zhang, R., Goulermas, J. Y. & Hussain, A., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 724-739 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12458 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  3 Citations (Scopus)

• Mix-Up Augmentation for Oracle Character Recognition with Imbalanced Data Distribution

  Li, J., Wang, Q. F., Zhang, R. & Huang, K., 2021, Document Analysis and Recognition - ICDAR 2021 - 16th International Conference, Proceedings. Lladós, J., Lopresti, D. & Uchida, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 237-251 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12821 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  7 Citations (Scopus)

• Towards Better Robust Generalization with Shift Consistency Regularization

  Zhang, S., Qian, Z., Huang, K., Wang, Q., Zhang, R. & Yi, X., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 12524-12534 11 p. (Proceedings of Machine Learning Research; vol. 139).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Adversarial Machine Learning 100%
  • Regularization 100%
  • Consistency 100%
  • Classes 33%
  • Robustness 25%
  13 Citations (Scopus)

• 疫情期间中外合作办学数学基础课线上教学 与线上评估的实践与探索

  Liu, G., Fei, J., Zhang, R., Zhao, Y., Niu, Q., Liu, L. & Liang, H., Feb 2021, 新时代高校数学教学改革与创新研讨会论文集2020. 中国高等教育出版社

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
• 2020

  Action recognition in videos with temporal segments fusions

  Fang, Y., Zhang, R., Wang, Q. F. & Huang, K., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 244-253 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Accuracy 100%
  • Action Recognition 100%
  • Deep Convolutional Neural Networks 66%
  • Benchmark 33%
  • Roles 33%
  1 Citation (Scopus)

• Adversarial Rectification Network for Scene Text Regularization

  Li, J., Wang, Q. F., Zhang, R. & Huang, K., 2020, Neural Information Processing - 27th International Conference, ICONIP 2020, Proceedings. Yang, H., Pasupa, K., Leung, A. C-S., Kwok, J. T., Chan, J. H. & King, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 152-163 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12533 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  3 Citations (Scopus)

• Data Filtering Based Maximum Likelihood Gradient Method for Multivariable Nonlinear Systems

  Chen, F. & Ji, K., Aug 2020, Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020. Institute of Electrical and Electronics Engineers Inc., p. 999-1004 6 p. 9164205. (Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Fine-grained image classification with object-part model

  Hong, J., Huang, K., Liang, H. N., Wang, X. & Zhang, R., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 233-243 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Image Classification 100%
  • Annotation 50%
  • Spatial Relationship 50%
  • Speed-up 50%
  • Benchmarking 50%

• Improving disentanglement-based image-to-image translation with feature joint block fusion

  Zhang, Z., Zhang, R., Wang, Q. F. & Huang, K., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 540-549 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Improving image caption performance with linguistic context

  Cao, Y., Wang, Q. F., Huang, K. & Zhang, R., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  1 Citation (Scopus)

• Integrated Path Following and Collision Avoidance Using a Composite Vector Field

  Yao, W., Lin, B. & Cao, M., 12 Mar 2020, Proceedings of the 58th IEEE Conference on Decision and Control.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Offline arabic handwriting recognition using deep machine learning: A review of recent advances

  Ahmed, R., Dashtipour, K., Gogate, M., Raza, A., Zhang, R., Huang, K., Hawalah, A., Adeel, A. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 457-468 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  20 Citations (Scopus)

• PerSent 2.0: Persian sentiment lexicon enriched with domain-specific words

  Dashtipour, K., Raza, A., Gelbukh, A., Zhang, R., Cambria, E. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 497-509 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  15 Citations (Scopus)

• Self-focus deep embedding model for coarse-grained zero-shot classification

  Yang, G., Huang, K., Zhang, R., Goulermas, J. Y. & Hussain, A., 2020, Advances in Brain Inspired Cognitive Systems - 10th International Conference, BICS 2019, Proceedings. Ren, J., Hussain, A., Zhao, H., Cai, J., Chen, R., Xiao, Y., Huang, K. & Zheng, J. (eds.). Springer, p. 12-22 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11691 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Embedding 100%
  • Classes 80%
  • Functions 40%
  • Embedding Space 40%
  2 Citations (Scopus)
• 2019

  A multi-objective optimization model for bike-sharing

  Shan, Y., Xie, D. & Zhang, R., 20 Dec 2019, ICIT 2019 - Proceedings of the 7th International Conference on Information Technology: IoT and Smart City. Association for Computing Machinery, p. 383-387 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  1 Citation (Scopus)

• Generalized adversarial training in riemannian space

  Zhang, S., Huang, K., Zhang, R. & Hussain, A., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 826-835 10 p. 8970677. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Loss Function 100%
  • Riemannian Space 100%
  • Adversarial Machine Learning 100%
  • Adversarial Example 100%
  • Loss 100%
  8 Citations (Scopus)

• SimpleGAN: Stabilizing generative adversarial networks with simple distributions

  Zhang, S., Qian, Z., Huang, K., Zhang, R. & Hussain, A., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 905-910 6 p. 8955617. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  1 Citation (Scopus)

• VSB-DVM: An end-to-end bayesian nonparametric generalization of deep variational mixture model

  Yang, X., Yan, Y., Huang, K. & Zhang, R., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 688-697 10 p. 8970727. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  4 Citations (Scopus)
• 2018

  Improving deep neural network performance with kernelized min-max objective

  Yao, K., Huang, K., Zhang, R. & Hussain, A., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Cheng, L., Leung, A. C. S. & Ozawa, S. (eds.). Springer Verlag, p. 182-191 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11301 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  2 Citations (Scopus)

• Style Neutralization Generative Adversarial Classifier

  Jiang, H., Huang, K., Zhang, R. & Hussain, A., 2018, Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Proceedings. Hussain, A., Liu, C-L., Ren, J., Zhao, H., Zheng, J., Zhao, X. & Luo, B. (eds.). Springer Verlag, p. 3-13 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10989 LNAI).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  1 Citation (Scopus)

• W-Net: One-shot arbitrary-style chinese character generation with deep neural networks

  Jiang, H., Yang, G., Huang, K. & Zhang, R., 2018, Neural Information Processing - 25th International Conference, ICONIP 2018, Proceedings. Leung, A. C. S., Cheng, L. & Ozawa, S. (eds.). Springer Verlag, p. 483-493 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11305 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  16 Citations (Scopus)
• 2017

  Deep mixtures of factor analyzers with common loadings: A novel deep generative approach to clustering

  Yang, X., Huang, K. & Zhang, R., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 709-719 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Generative Approach 100%
  • Mixture 100%
  • Gaussian Distribution 100%
  • Density 50%
  2 Citations (Scopus)

• Field support vector regression

  Jiang, H., Huang, K. & Zhang, R., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 699-708 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  15 Citations (Scopus)

• Improve deep learning with unsupervised objective

  Zhang, S., Huang, K., Zhang, R. & Hussain, A., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Li, Y., Liu, D., Xie, S., El-Alfy, E-S. M. & Zhao, D. (eds.). Springer Verlag, p. 720-728 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Deep Learning 100%
  • Deep Neural Network 100%
  • Classes 33%
  • Embedding 33%
• 2016

  Learning latent features with infinite non-negative binary matrix tri-factorization

  Yang, X., Huang, K., Zhang, R. & Hussain, A., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Doya, K., Ikeda, K., Lee, M., Hirose, A., Ozawa, S. & Liu, D. (eds.). Springer Verlag, p. 587-596 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9947 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  3 Citations (Scopus)
• 2015

  Two-layer Mixture of Factor Analyzers with Joint Factor Loading

  Yang, X., Huang, K., Zhang, R. & Goulermas, J. Y., 28 Sept 2015, 2015 International Joint Conference on Neural Networks, IJCNN 2015. Institute of Electrical and Electronics Engineers Inc., 7280350. (Proceedings of the International Joint Conference on Neural Networks; vol. 2015-September).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Joints (Structural Components) 100%
  • Mixture of Factor Analyzer 100%
  • Dimensionality Reduction 100%
  • Reduction 62%
  1 Citation (Scopus)
• 2014

  A novel hybrid approach for combining deep and traditional neural networks

  Zhang, R., Zhang, S. & Huang, K., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 349-356 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Hybrid Approach 100%
  • Backpropagation 100%
  • Models 66%
  • Benchmark 33%
  • Application 33%

• Half-quadratic algorithm for ℓ_p-ℓ_q problems with applications to TV-ℓ₁ image restoration and compressive sensing

  Chan, R. H. & Liang, H. X., 2014, Efficient Algorithms for Global Optimization Methods in Computer Vision - International Dagstuhl Seminar, Revised Selected Papers. Springer Verlag, p. 78-103 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8293 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  40 Citations (Scopus)

• Unsupervised dimensionality reduction for gaussian mixture model

  Yang, X., Huang, K. & Zhang, R., 2014, Neural Information Processing - 21st International Conference, ICONIP 2014, Proceedings. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Springer Verlag, p. 84-92 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8835).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  7 Citations (Scopus)
• 2013

  One-side probability machine: Learning imbalanced classifiers locally and globally

  Zhang, R. & Huang, K., 2013, Neural Information Processing - 20th International Conference, ICONIP 2013, Proceedings. PART 2 ed. p. 140-147 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8227 LNCS, no. PART 2).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  2 Citations (Scopus)