Prof. LI Qing (李青)
Research Output
- 2023
- Published
A Reinforcement Learning Based Two-Stage Model for Emotion Cause Pair Extraction
Chen, X., Li, Q., Li, Z., Xie, H., Wang, F. L. & Wang, J., Jul 2023, In: IEEE Transactions on Affective Computing. 14, 3, p. 1779-1790 12 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms
Liu, S., Lin, Q., Wong, K.-C., Li, Q. & Tan, K. C., Jun 2023, In: IEEE Transactions on Evolutionary Computation. 27, 3, p. 401-415 15 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 46 - Published
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations
Liang, X., Mao, R., Wu, L., Li, J., Zhang, M. & Li, Q., 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 32, p. 189-199Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - 2022
- Online published
Efficient parallel processing of high-dimensional spatial kNN queries
Jiang, T., Zhang, B., Lin, D., Gao, Y. & Li, Q., 2 May 2022, (Online published) In: Soft Computing.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery
Lin, L., Rao, Y., Xie, H., Lau, R. Y. K., Yin, J., Wang, F. L. & Li, Q., 1 Jan 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 1, p. 219-235Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
NoiseFlow: Learning Optical Flow from Low SNR Cryo-EM Movie
Chong, X., Zhou, N., Li, Q. & Leung, H., 2022, 2022 26th International Conference on Pattern Recognition (ICPR). Institute of Electrical and Electronics Engineers, Inc., p. 3471-3477Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2021
- Published
EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism
Li, Z., Chen, X., Xie, H., Li, Q., Tao, X. & Cheng, G., Nov 2021, In: World Wide Web. 24, 6, p. 2049–2070Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - Published
Word-level emotion distribution with two schemas for short text emotion classification
Li, Z., Xie, H., Cheng, G. & Li, Q., 5 Sept 2021, In: Knowledge-Based Systems. 227, 107163.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
On entropy-based term weighting schemes for text categorization
Wang, T., Cai, Y., Leung, H.-F., Lau, R. Y. K., Xie, H. & Li, Q., Sept 2021, In: Knowledge and Information Systems. 63, 9, p. 2313–2346Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - Published
Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes
Zhan, X., Li, Q. & Chan, A. B., Jul 2021.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
- Published
Multi-Scale LSTM Model for BGP Anomaly Classification
Cheng, M., Li, Q., Lv, J., Liu, W. & Wang, J., May 2021, In: IEEE Transactions on Services Computing. 14, 3, p. 765-778 14 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 41 - Published
Towards purchase prediction: A transaction-based setting and a graph-based method leveraging price information
Li, Z., Xie, H., Xu, G., Li, Q., Leng, M. & Zhou, C., May 2021, In: Pattern Recognition. 113, 107824.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
Chen, Y., Ma, Y., Ko, T., Wang, J. & Li, Q., Jan 2021, Proceedings of ICPR 2020: 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 407-414 9413158. (Proceedings - International Conference on Pattern Recognition).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - Published
Merging Statistical Feature via Adaptive Gate for Improved Text Classification
Li, X., Li, Z., XIE, H. & LI, Q., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). Palo Alto, California: AAAI Press, p. 13288-13296 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 15).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 46 - 2020
- Published
Conditional Causal Relationships between Emotions and Causes in Texts
Chen, X., Li, Q. & Wang, J., Nov 2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. Webber, B., Cohn, T., He, Y. & Li, Y. (eds.). Association for Computational Linguistics, p. 3111-3121 (EMNLP - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 29 - Published
PROTOTYPICAL NETWORKS FOR SMALL FOOTPRINT TEXT-INDEPENDENT SPEAKER VERIFICATION
Ko, T., Chen, Y. & Li, Q., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. Institute of Electrical and Electronics Engineers, Inc., Vol. 2020-May. p. 6804-6808 9054471. (International Conference on Acoustics, Speech, and Signal Processing (ICASSP)).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 19 - Published
Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification
Li, X., Li, Z., Zhao, Y., Xie, H. & Li, Q., 22 Feb 2020, 7 p.Research output: Working Papers › Working paper
- Published
EmoChannelAttn: Exploring Emotional Construction Towards Multi-Class Emotion Classification
Li, Z., Chen, X., Xie, H., Li, Q. & Tao, X., 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H. & Huang, G. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 242-249 9457707. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2019
- Published
On the Effectiveness of Least Squares Generative Adversarial Networks
Mao, X., Li, Q., Xie, H., Lau, R. Y. K., Wang, Z. & Smolley, S. P., Dec 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 12, p. 2947-2960Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 150 - Published
Design and Evaluate Immersive Learning Experience for Massive Open Online Courses (MOOCs)
Ip, H. H. S., Li, C., Leoni, S., Chen, Y., Ma, K.-F., Wong, C.H.-T. & Li, Q., Oct 2019, In: IEEE Transactions on Learning Technologies. 12, 4, p. 503-515Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 40
