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  • 2023

    COLA: Improving Conversational Recommender Systems by Collaborative Augmentation

    Lin, D., Wang, J. & Li, W., 7 Feb 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. p. 4462-4470

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization

    Sun, S., Yuan, R., Li, W. & Li, S., 4 Jun 2023, Proceedings of the 48th IEEE International Conference on Acoustics, Speech, & Signal Processing . p. 1-5

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Preserve Context Information through Interpretability for Extract-Generate Long-Input Summarization Framework

    Yuan, R., Wang, Z., Cao, Z. & Li, W., 7 Feb 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. p. 13932-13939

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • 2022

    Addressing Token Uniformity in Transformers via Singular Value Transformation

    Yan, H., Lin, G., Li, W. & Yulan, H., 1 Aug 2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, Eindhoven, Netherlands . p. 2181-2191

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation

    Wang, J., Lin, P., Mu, F. & Li, W., 7 Dec 2022, Findings of the 2022 Conference on Empirical Methods in Natural Language Processing. p. 729-741

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning

    Mu, F. & Li, W., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence . p. 4310-4316

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Few-shot Query-Focused Summarization with Prefix-Merging

    Yuan, R., Wang, Z., Cao, Z. & Li, W., 7 Dec 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . p. 3704-3714

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

    Cheng, Y., Liu, W., Li, W., Wang, J., Zhao, R., Liu, B., Liang, X. & Zheng, Y., 7 Dec 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . p. 3014-3026

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • MMCoQA: Conversational Question Answering over Text, Tables, and Images

    Li, Y., Li, W. & Nie, L., 22 May 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. p. 4220-4231

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • "My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

    Liu, W., Cheng, Y., Wang, H., Thang, J., Liu, Y., Zhao, R., Li, W., Zheng, Y. & Liang, X., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence . p. 4266-4272

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • 2021

    Effect Generation Based on Causal Reasoning

    Mu, F., Li, W. & Xie, Z., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M-F., Huang, X., Specia, L. & Yih, S. W-T. (eds.). Association for Computational Linguistics (ACL), p. 527-533 7 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Event Graph based Sentence Fusion

    Yuan, R., Wang, Z. & Li, W., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 4075-4084 10 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    3 Citations (Scopus)
  • Event Graph based Sentence Fusion

    Yuan, R., Wang, Z. & Li, W., 7 Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. p. 4075-4084

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Graph-Structured Context Understanding for Knowledge-grounded Response Generation

    Li, Y., Li, W. & Wang, Z., 11 Jul 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1930-1934 5 p. 3463000. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    3 Citations (Scopus)
  • PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)

    Xiang, R., Gu, J., Chersoni, E., Li, W., Lu, Q. & Huang, C., Aug 2021, Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Palmer, A., Schneider, N., Schluter, N., Emerson, G., Herbelot, A. & Zhu, X. (eds.). Association for Computational Linguistics (ACL), p. 565-570 6 p. (SemEval 2021 - 15th International Workshop on Semantic Evaluation, Proceedings of the Workshop).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • Template-guided Clarifying Question Generation for Web Search Clarification

    Wang, J. & Li, W., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3468-3472 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    10 Citations (Scopus)
  • 2020

    Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

    Li, W., Yuan, R. & Wang, Z., 8 Dec 2020, The 28th International Conference on Computational Linguistics (COLING’2020). p. 5629–5639

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Reinforcement Learning based Recommendation with Graph Convolutional Q-network

    Lei, Y., Pei, H., Yan, H. & Li, W., 25 Jul 2020, The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020). p. 1757-1760

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • 2019

    Hierarchical Diffusion Attention Network

    Wang, Z. & Li, W., 10 Aug 2019, The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019). p. 1-7

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Jointly Learning Semantic Parser and Generator via Dual Information Maximization

    Ye, H., Li, W. & Wang, L., 28 Jul 2019, The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Association for Computational Linguistics (ACL), p. 2090-2101

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

    Wang, H., Leskovec, J., Zhang, F., Zhao, M., Li, W., Zhang, M. & Wang, Z., 25 Jul 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 968-977 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    309 Citations (Scopus)
  • Knowledge graph convolutional networks for recommender systems

    Wang, H., Zhao, M., Xie, X., Li, W. & Guo, M., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3307-3313 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    499 Citations (Scopus)
  • Multi-task feature learning for knowledge graph enhanced recommendation

    Wang, H., Zhang, F., Zhao, M., Li, W., Xie, X. & Guo, M., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2000-2010 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    335 Citations (Scopus)
  • Neighborhood Interaction Attention Network for Link Prediction

    Wang, Z., Lei, Y. & Li, W., 3 Nov 2019, The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019). p. 2153–2156

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Social Attentive Deep Q-network for Recommendation

    Lei, Y., Wang, Z., Li, W. & Pei, H., 21 Jul 2019, the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1189–1192

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • 2018

    A sequential neural information diffusion model with structure attention

    Wang, Z., Chen, C. & Li, W., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1795-1798 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    47 Citations (Scopus)
  • Faithful to the original: Fact-aware neural abstractive summarization

    Cao, Z., Wei, F., Li, W. & Li, S., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4784-4791 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    203 Citations (Scopus)
  • Modeling scientific influence for research trending topic prediction

    Chen, C., Wang, Z., Li, W. & Sun, X., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2111-2118 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    19 Citations (Scopus)
  • Retrieve, rerank and rewrite: Soft template based neural summarization

    Cao, Z., Li, W., Wei, F. & Li, S., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 152-161 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    141 Citations (Scopus)
  • RippleNet: Propagating user preferences on the knowledge graph for recommender systems

    Wang, H., Zhang, F., Wang, J., Zhao, M., Li, W., Xie, X. & Guo, M., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 417-426 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    702 Citations (Scopus)
  • Unpaired sentiment-to-sentiment translation: A cycled reinforcement learning approach

    Xu, J., Sun, X., Zeng, Q., Ren, X., Zhang, X., Wang, H. & Li, W., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 979-988 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    119 Citations (Scopus)
  • Variational recurrent model for session-based recommendation

    Wang, Z., Chen, C., Zhang, K., Lei, Y. & Li, W., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1839-1842 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    11 Citations (Scopus)
  • 2017

    A conditional variational framework for dialog generation

    Shen, X., Su, H., Li, Y., Li, W., Niu, S., Zhao, Y., Aizawa, A. & Long, G., 1 Jan 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 504-509 6 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    84 Citations (Scopus)
  • Alternating pointwise-pairwise learning for personalized item ranking

    Lei, Y., Li, W., Lu, Z. & Zhao, M., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 2155-2158 4 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    16 Citations (Scopus)
  • A part-of-speech enhanced neural conversation model

    Luo, C., Li, W., Chen, Q. & He, Y., 1 Jan 2017, Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Proceedings. Springer Verlag, p. 173-185 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10193 LNCS).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Cross-lingual sentiment relation capturing for cross-lingual sentiment analysis

    Chen, Q., Li, W., Lei, Y., Liu, X., Luo, C. & He, Y., 1 Jan 2017, Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Proceedings. Springer Verlag, p. 54-67 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10193 LNCS).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    2 Citations (Scopus)
  • Improving semantic relevance for sequence-to-Sequence learning of Chinese social media text summarization

    Ma, S., Sun, X., Xu, J., Wang, H., Li, W. & Su, Q., 1 Jan 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 635-640 6 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
    41 Citations (Scopus)
  • Modeling language discrepancy for cross-lingual sentiment analysis

    Chen, Q., Li, C. & Li, W., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 117-126 10 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    12 Citations (Scopus)
  • Modeling opinion influence with user dual identity

    Chen, C., Wang, Z. & Li, W., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 2019-2022 4 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    1 Citation (Scopus)
  • Neural network based reinforcement learning for real-Time pushing on text stream

    Tan, H., Lu, Z. & Li, W., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 913-916 4 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    11 Citations (Scopus)
  • Predictive network representation learning for link prediction

    Wang, Z., Chen, C. & Li, W., 7 Aug 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 969-972 4 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    48 Citations (Scopus)
  • 2016

    AttSum: Joint learning of focusing and summarization with neural attention

    Cao, Z., Li, W., Li, S., Wei, F. & Li, Y., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 547-556 10 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    65 Citations (Scopus)
  • Content-based influence modeling for opinion behavior prediction

    Chen, C., Wang, Z., Lei, Y. & Li, W., 1 Jan 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 2207-2216 10 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    11 Citations (Scopus)
  • Emotion corpus construction based on selection from hashtags

    Li, M., Long, Y., Lu, Q. & Li, W., 1 Jan 2016, Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016. European Language Resources Association (ELRA), p. 1845-1849 5 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    10 Citations (Scopus)
  • Iterative project quasi-Newton algorithm for training RBM

    Mi, S., Zhao, X., Hou, Y., Zhang, P., Li, W. & Song, D., 1 Jan 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 4236-4237 2 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    1 Citation (Scopus)
  • TGSum: Build tweet guided multi-document summarization dataset

    Cao, Z., Chen, C., Li, W., Li, S., Wei, F. & Zhou, M., 1 Jan 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 2906-2912 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    23 Citations (Scopus)
  • 2015

    A hierarchical knowledge representation for expert finding on social media

    Li, Y., Li, W. & Li, S., 1 Jan 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 616-622 7 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    2 Citations (Scopus)
  • Component-enhanced Chinese character embeddings

    Li, Y., Li, W., Sun, F. & Li, S., 1 Jan 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 829-834 6 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    50 Citations (Scopus)
  • Learning summary prior representation for extractive summarization

    Cao, Z., Wei, F., Li, S., Li, W., Zhou, M. & Wang, H., 1 Jan 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 2. p. 829-833 5 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    102 Citations (Scopus)
  • Learning to adapt credible knowledge in cross-lingual sentiment analysis

    Chen, Q., Li, W., Lei, Y., Liu, X. & He, Y., 1 Jan 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), Vol. 1. p. 419-429 11 p.

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    26 Citations (Scopus)