Qi Chen

Research output

Research output per year 2017 2023 2024

• 13 Conference Proceeding
• 4 Article
• 3 Software
• 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding

  Wang, Y., Wang, Z., Wang, W., Chen, Q., Huang, K., Nguyen, A. & De, S., 2024, Internet of Things of Big Data for Healthcare - 5th International Workshop, IoTBDH 2023, Proceedings. Qi, J. & Yang, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 29-40 12 p. (Communications in Computer and Information Science; vol. 2019 CCIS).

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

  Open Access

  • Conceptual Entity 100%
  • Medical Knowledge 100%
• 2023

  Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification

  Qian, J., Chen, Q., Yue, Y., Atkinson, K. & Li, G., 17 Feb 2023, ICMLC 2023 - Proceedings of the 2023 15th International Conference on Machine Learning and Computing. Association for Computing Machinery, p. 427-432 6 p. (ACM International Conference Proceeding Series).

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

  • Text Classification 100%
  • Common Sense Knowledge 100%
  • Language Modeling 66%
  • Classes 33%
  • Experimental Result 33%

• Knowledge-embedded Prompt Learning for Zero-shot Social Media Text Classification

  Li, J., Chen, Q., Wang, W. & Wu, F., 2023, Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023. Institute of Electrical and Electronics Engineers Inc., p. 222-224 3 p. (Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023).

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

  • Text Classification 100%

• Prompt-based Zero-shot Text Classification with Conceptual Knowledge

  Wang, Y., Wang, W., Chen, Q., Huang, K., Nguyen, A. & De, S., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop). Association for Computational Linguistics (ACL), p. 30-38 9 p.

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

  • Conceptual Knowledge 100%
  • Attention 50%
  • Stem 50%
  • Embedding 50%
  • Inconsistencies 50%
  1 Citation (Scopus)

• Transformer-based Spatial-Temporal Graph Attention Network for Traffic Flow Prediction

  Yan, F. & Chen, Q., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 132-135 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

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

  • Measurement System 100%
• 2022

  Generalised Zero-shot Learning for Entailment-based Text Classification with External Knowledge

  Wang, Y., Wang, W., Chen, Q., Huang, K., Nguyen, A. & De, S., 2022, Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022. Institute of Electrical and Electronics Engineers Inc., p. 19-25 7 p. (Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022).

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

  Open Access

  • Model 100%
  • Classification 100%
  • Knowledge 100%
  • Texts 100%
  • Learning 100%
  3 Citations (Scopus)
• 2021

  Covid-19 Tweets Analysis with Topic Modeling

  Jia, S., Chen, Q. & Wang, W., 27 Nov 2021, ICCBD 2021 - 2021 4th International Conference on Computing and Big Data. Association for Computing Machinery, p. 68-74 7 p. (ACM International Conference Proceeding Series).

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

  • Latent Dirichlet Allocation 100%
  • Topic Modeling 100%
  • Event Detection 50%
  • Real World 50%
  • Deep Neural Network 50%

• Multi-task BERT for Aspect-based Sentiment Analysis

  Wang, Y., Chen, Q. & Wang, W., Aug 2021, Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021. Institute of Electrical and Electronics Engineers Inc., p. 383-385 3 p. (Proceedings - 2021 IEEE International Conference on Smart Computing, SMARTCOMP 2021).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  8 Citations (Scopus)
• 2020

  Adversarial Domain Adaptation for Crisis Data Classification on Social Media

  Chen, Q., Wang, W., Huang, K., De, S. & Coenen, F., Nov 2020, Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020. Institute of Electrical and Electronics Engineers Inc., p. 282-287 6 p. 9291544. (Proceedings - IEEE Congress on Cybermatics: 2020 IEEE International Conferences on Internet of Things, iThings 2020, IEEE Green Computing and Communications, GreenCom 2020, IEEE Cyber, Physical and Social Computing, CPSCom 2020 and IEEE Smart Data, SmartData 2020).

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

• Multi-modal Adversarial Training for Crisis-related Data Classification on Social Media

  Chen, Q., Wang, W., Huang, K., De, S. & Coenen, F., Sept 2020, Proceedings - 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020. Institute of Electrical and Electronics Engineers Inc., p. 232-237 6 p. 9239612. (Proceedings - 2020 IEEE International Conference on Smart Computing, SMARTCOMP 2020).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  5 Citations (Scopus)
• 2019

  Multi-modal Neural Network for Traffic Event Detection

  Chen, Q. & Wang, W., Dec 2019, 2019 IEEE 2nd International Conference on Electronics and Communication Engineering, ICECE 2019. Institute of Electrical and Electronics Engineers Inc., p. 26-30 5 p. 9058508. (2019 IEEE 2nd International Conference on Electronics and Communication Engineering, ICECE 2019).

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

  Towards a Hybrid Approach of K-Means and Density-Based Spatial Clustering of Applications with Noise for Image Segmentation

  Guan, C., Yuen, K. K. F. & Chen, Q., 2 Jul 2017, Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017. Wu, Y., Min, G., Georgalas, N., Al-Dubi, A., Jin, X. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 396-399 4 p. (Proceedings - 2017 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, IEEE Cyber, Physical and Social Computing, IEEE Smart Data, iThings-GreenCom-CPSCom-SmartData 2017; vol. 2018-January).

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

• Towards a Hybrid Approach of Self-Organizing Map and Density-Based Spatial Clustering of Applications with Noise for Image Segmentation

  Chen, Q., Yuen, K. K. F. & Guan, C., 2 Jul 2017, Proceedings - 2017 10th International Conference on Developments in eSystems Engineering, DeSE 2017. Hamdan, H., Al-Jumeily, D., Hussain, A., Tawfik, H. & Hind, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 238-241 4 p. 8285827. (Proceedings - International Conference on Developments in eSystems Engineering, DeSE).

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