Research output per year
Research output per year
Search results
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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
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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 NatureResearch output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Length of the longest branches in a Markov tree
Bocharov, S., Harris, S. C. & Mallein, B., 21 Oct 2024, (Accepted/In press) Lecture Notes in Statistics. SpringerResearch output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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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
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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
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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 -
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
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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) -
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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
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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
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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
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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
15 Citations (Scopus) -
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Half-quadratic algorithm for ℓp-ℓq 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
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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
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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
