Prof. Qing LI, 李青

Research output

Research output per year 1988 2003 2005 2006 2007 2008 2009 2010 2012 2014 2016 2017 2023

• 244 RGC 32 - Refereed conference paper (with host publication)
• 172 RGC 21 - Publication in refereed journal
• 39 Editorial Preface
• 31 RGC 22 - Publication in policy or professional journal
• 21 More
  • 8 RGC 12 - Chapter in an edited book (Author)
  • 4 RGC 14 - Edited book (Editor)
  • 3 RGC 32 - Refereed conference paper (without host publication)
  • 3 RGC 62 - Review of books or of software (or similar publications/items)
  • 1 RGC 11 - Research book or monograph (Author)
  • 1 Erratum
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2023

  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

  • Reinforcement Learning 100%
  • Auxiliary Information 33%
  • Subsequent Stage 33%
  • Potential Issue 33%
  6 Citations (Scopus)

• 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. 189-199

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Natural Language Processing 100%
  • Level Consistency 100%
  • Perturbation Model 100%
  • Performance Improvement 33%
  • Natural-Language Understanding 33%
  5 Citations (Scopus)

• 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

  • Multiobjective 100%
  • Learning Strategy 100%
  • Experimental Result 14%
  • Objective Function 14%
  • Search Space 14%
  46 Citations (Scopus)
• 2022

  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. 219-235

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Dirichlet Process 100%
  • Gibbs Free Energy 100%
  • Sampling Algorithm 42%
  • Semantic Dependency 42%
  • Latent Dirichlet Allocation 28%
  3 Citations (Scopus)

• 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

  • Parallel Processing 100%
  • near neighbor query 100%
  • Threshold Algorithm 100%
  • Response Time 50%
  • Performance Evaluation 50%
  2 Citations (Scopus)

• 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). IEEE, p. 3471-3477

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Motion Vector 100%
  • Experimental Result 50%
  • Illustrates 50%
  • Pixel Level 50%
  • Deep Learning Method 50%
  2 Citations (Scopus)
• 2021

  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. 2049–2070

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  Open Access

  File

  • Domain Knowledge 100%
  • Classification Task 100%
  • Self-Attention Mechanism 100%
  • Classification Performance 50%
  • Dependency Relationship 50%
  5 Citations (Scopus)

  69 Downloads (CityUHK Scholars)

• 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

  • Statistical Feature 100%
  • Text Classification 100%
  • Semantic Feature 33%
  • Statistical Information 33%
  • External Knowledge 33%
  45 Citations (Scopus)

• 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: 25^th International Conference on Pattern Recognition. IEEE, 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

  • Regularization 100%
  • Meta-Learning 100%
  • Interpolation 100%
  • State of the Art 100%
  • Decision Boundary 40%
  6 Citations (Scopus)

• 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

  • Multiple Criterion 100%
  • Based Active Learning 100%
  • Active Learning 66%
  • Representativeness 66%
  • Learning Algorithm 33%

• 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

  • Border Gateway Protocol 100%
  • Lstm 100%
  • Quality of Service 20%
  • Memory Model 20%
  • Routing Protocol 20%
  43 Citations (Scopus)

• 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. 2313–2346

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Text Categorization 100%
  • Term Weighting Schemes 100%
  • Vector Space Models 28%
  • Information Gain 14%
  • Underlying Mechanism 14%
  10 Citations (Scopus)

• 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

  • Decision-Making 100%
  • Performance Model 100%
  • User Behavior 100%
  • Prediction Accuracy 100%
  • Transaction Record 100%
  17 Citations (Scopus)

• 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

  • Domain Knowledge 100%
  • Classification Task 100%
  • Implicit Approach 100%
  • Discrete Emotion 100%
  • Word Embedding 100%
  36 Citations (Scopus)
• 2020

  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

  • Causal Relationship 100%
  • Annotation 25%
  29 Citations (Scopus)

• 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.). IEEE, 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

  • Domain Knowledge 100%
  • Classification Performance 50%
  • Baseline Model 50%
  • Dependency Relationship 50%
  • Classification Task 50%
  2 Citations (Scopus)

• 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

  • Global Information 100%
  • Text Classification 100%
  • Statistical Feature 66%
  • Classification Performance 33%
  • Expert Knowledge 33%

• 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. IEEE, 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

  • Speaker Verification 100%
  • Metric Space 100%
  • Meta-Learning 100%
  • Representation Model 33%
  • Nonlinear Mapping 33%
  19 Citations (Scopus)
• 2019

  Action recognition from depth sequence using depth motion maps-based local ternary patterns and CNN

  Li, Z., Zheng, Z., Lin, F., Leung, H. & Li, Q., Jul 2019, In: Multimedia Tools and Applications. 78, 14, p. 19587–19601

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Action Recognition 100%
  • Convolutional Neural Network 100%
  • Experimental Result 33%
  • Image Classification 33%
  • human action recognition 33%
  29 Citations (Scopus)

• A weakly-supervised extractive framework for sentiment-preserving document summarization

  Ma, Y. & Li, Q., Jul 2019, In: World Wide Web. 22, 4, p. 1401–1425

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Discriminator 100%
  • Experimental Result 50%
  • User-Generated Content 50%
  • Textual Document 50%
  • Deep Neural Network 50%
  9 Citations (Scopus)

• Deep Adversarial Social Recommendation

  Fan, W., Derr, T., Ma, Y., Wang, J., Tang, J. & Li, Q., Aug 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19). Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 1351-1357 (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  Open Access

  • Recommender Systems 100%
  • User Representation 100%
  • Process Optimization 50%
  • Sampling Technique 50%
  • Rapid Development 50%
  47 Citations (Scopus)

• Deep Social Collaborative Filtering

  Fan, W., Wang, J., Ma, Y., Tang, J., Yin, D. & Li, Q., 10 Sept 2019, Proceedings of the 13th ACM Conference on Recommender Systems. Association for Computing Machinery, p. 305-313 (RecSys - ACM Conference on Recommender Systems).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Recommender Systems 100%
  • Collaborative Filtering 100%
  • Social Network 100%
  • Information Network 66%
  • User Preference 66%
  77 Citations (Scopus)

• 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. 503-515

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Learning Experiences 100%
  • Learning Resource 66%
  • On-Line Education 66%
  • Learning Technology 33%
  • Evaluation Methodology 33%
  41 Citations (Scopus)

• Effective shortest travel-time path caching and estimating for location-based services

  Zhang, D., Liu, A., Li, Z., Jia, G., Chen, F. & Li, Q., Mar 2019, In: World Wide Web. 22, 2, p. 455-475

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Location-Based Service 100%
  • Mapping Service 50%
  • Service Provider 50%
  • Experimental Result 25%
  • Query Processing 25%
  6 Citations (Scopus)

• Guest editorial: special issue on social media and interactive technologies

  Shih, T. K., Hui, L., Ruengittinun, S. & Li, Q., May 2019, In: World Wide Web. 22, 3, p. 1131-1133

  Research output: Journal Publications and Reviews › Editorial Preface

  Open Access

• Incorporating Latent Space Correlation Coefficients to Collaborative Filtering

  Li, Z., Xie, H., Zhao, Y. & Li, Q., Apr 2019, Proceedings: 2019 IEEE 35th International Conference on Data Engineering Workshops, ICDEW 2019. IEEE, p. 155-160 8750953. (International Conference on Data Engineering Workshops).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Similarities 100%
  • Collaborative Filtering 100%
  • Sparsity 50%
  • Step Prediction 50%
  • Matrix Factorization 50%
  1 Citation (Scopus)

• Interactive Hierarchical Object Proposals

  Chen, M., Zhang, J., He, S., Yang, Q., Li, Q. & Yang, M.-H., Sept 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 9, p. 2552-2566

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Human Interaction 100%
  • Superpixel 100%
  • Detection Process 100%
  • Point Constraint 100%
  • State-of-the-Art Method 100%
  1 Citation (Scopus)

• Multiobjective Cloud Workflow Scheduling: A Multiple Populations Ant Colony System Approach

  Chen, Z.-G., Zhan, Z.-H., Lin, Y., Gong, Y.-J., Gu, T.-L., Zhao, F., Yuan, H.-Q., Chen, X., Li, Q. & Zhang, J., Aug 2019, In: IEEE Transactions on Cybernetics. 49, 8, p. 2912-2926

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  Open Access

  • Multiobjective 100%
  • Execution Time 40%
  • Optimisation Objective 40%
  • Experimental Result 20%
  • Optimization Problem 20%
  248 Citations (Scopus)

• 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. 2947-2960

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Least Square 100%
  • Loss Function 20%
  • Objective Function 6%
  • Cross-Entropy 6%
  • Square Loss 6%
  150 Citations (Scopus)

• Protecting multi-party privacy in location-aware social point-of-interest recommendation

  Wang, W., Liu, A., Li, Z., Zhang, X., Li, Q. & Zhou, X., Mar 2019, In: World Wide Web. 22, 2, p. 863-883

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Points of Interest 100%
  • Sparsity 16%
  • Effective Solution 16%
  • Ciphertext 16%
  • Encrypted Data 16%
  14 Citations (Scopus)

• Scalable and parallel sequential pattern mining using spark

  Yu, X., Li, Q. & Liu, J., Jan 2019, In: World Wide Web. 22, 1, p. 295–324

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Sequential Pattern Mining 100%
  • Map-Reduce 100%
  • Resilient Distributed Dataset 100%
  • Load Balancing 33%
  • Load Balance 33%
  20 Citations (Scopus)
• 2018

  Abstractive Summarization with the Aid of Extractive Summarization

  Chen, Y., Ma, Y., Mao, X. & Li, Q., Jul 2018, Web and Big Data: Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Cai, Y., Ishikawa, Y. & Xu, J. (eds.). Springer, Cham, Vol. 1. p. 3-15 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); vol. LNCS 10987).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Extractive Summarization 100%
  • Abstractive Summarization 100%
  • Convolutional Neural Network 33%
  2 Citations (Scopus)

• A Privacy-Preserving Framework for Trust-Oriented Point-of-Interest Recommendation

  LIU, A., WANG, W., LI, Z., LIU, G., LI, Q., ZHOU, X. & ZHANG, X., 2018, In: IEEE Access. 6, p. 393-404

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  Open Access

  File

  • Privacy Preserving 100%
  • Points of Interest 100%
  • Synthetic Data 20%
  • Communication Cost 20%
  • Computation Cost 20%
  30 Citations (Scopus)

  24 Downloads (CityUHK Scholars)

• A scalable framework for cross-lingual authorship identification

  Sarwar, R., Li, Q., Rakthanmanon, T. & Nutanong, S., Oct 2018, In: Information Sciences. 465, p. 323-339

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • External Resource 100%
  • Written Document 66%
  • Machine Translation 33%
  • Parts Of Speech Tagging 33%
  • Candidate Author 33%
  22 Citations (Scopus)

• Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification

  Wu, X., Cai, Y., Li, Q., Xu, J. & Leung, H.-F., Nov 2018, Web Information Systems Engineering – WISE 2018 : 19th International Conference, 2018, Proceedings, Part I. Hacid, H., Cellary, W., Wang, H., Paik, H.-Y. & Zhou, R. (eds.). Springer, Cham, p. 453-467 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11233 LNCS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Contextual Information 100%
  • Text Classification 100%
  • Convolutional Neural Network 100%
  • Self-Attention Mechanism 100%
  • Semantic Feature 66%
  16 Citations (Scopus)

• Cross-Modal Event Retrieval: A Dataset and a Baseline Using Deep Semantic Learning

  Situ, R., Yang, Z., Lv, J., Li, Q. & Liu, W., Sept 2018, Advances in Multimedia Information Processing – PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part II. Hong, R., Cheng, W.-H., Yamasaki, T., Wang, M. & Ngo, C.-W. (eds.). Springer Verlag, p. 147-157 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11165 LNCS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Information Retrieval 100%
  • Semantic Representation 40%
  • Wiki 40%
  • Linear Discriminant Analysis 20%
  • Semantic Feature 20%
  6 Citations (Scopus)

• Deep Modeling of Social Relations for Recommendation

  Fan, W., Li, Q. & Cheng, M., Feb 2018, The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18). AAAI Press, p. 8075-8076 (AAAI Conference on Artificial Intelligence).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Social Relation 100%
  • Recommender Systems 75%
  • Linear Feature 50%
  • Nonlinear Feature 50%
  • Sparsity 25%
  118 Citations (Scopus)

• Efficient evaluation of shortest travel-time path queries through spatial mashups

  Zhang, D., Chow, C.-Y., Liu, A., Zhang, X., Ding, Q. & Li, Q., Jan 2018, In: GeoInformatica. 22, 1, p. 3-28

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Mapping Service 100%
  • Location-Based Service 75%
  • Service Provider 50%
  • Experimental Result 25%
  • Response Time 25%
  16 Citations (Scopus)

• Efficient task assignment in spatial crowdsourcing with worker and task privacy protection

  Liu, A., Wang, W., Shang, S., Li, Q. & Zhang, X., Apr 2018, In: GeoInformatica. 22, 2, p. 335-362

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Privacy Protection 100%
  • Privacy Preserving 100%
  • Encryption Scheme 50%
  • Communication Cost 50%
  • Computation Cost 50%
  87 Citations (Scopus)

• Homepage Augmentation by Predicting Links in Heterogenous Networks

  Lv, J., Zhong, J., Chen, W., Xiao, Q., Yang, Z. & Li, Q., 17 Oct 2018, CIKM 2018: Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1611-1614 (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Link Prediction 100%
  • Random Walk 100%
  2 Citations (Scopus)

• Improving maximum classifier discrepancy by considering joint distribution for domain adaptation

  Lin, Z., Yang, Z., Situ, R., Huang, F., Lv, J., Li, Q. & Liu, W., Nov 2018, Web Information Systems Engineering – WISE 2018 : 19th International Conference, 2018, Proceedings, Part II. Hacid, H., Cellary, W., Wang, H., Paik, H.-Y. & Zhou, R. (eds.). Springer, Cham, p. 253-268 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11234 LNCS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Domain Adaptation 100%
  • Joint Distribution 100%
  • Data Distribution 66%
  • Target Domain Data 66%
  • Regularization 33%
  5 Citations (Scopus)

• Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification

  Li, Y., Cai, Y., Leung, H.-F. & Li, Q., May 2018, Database Systems for Advanced Applications - 23rd International Conference, DASFAA 2018, Proceedings. Pei, J., Manolopoulos, Y. & Sadiq, S. (eds.). Springer, Cham, p. 878-890 (Lecture Notes in Computer Science; vol. 10827).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Sentiment Classification 100%
  • Attention (Machine Learning) 100%
  • Experimental Result 25%
  • local feature 25%
  • Context Dependent 25%
  10 Citations (Scopus)

• Optimizing Quality for Probabilistic Skyline Computation and Probabilistic Similarity Search

  Miao, X., Gao, Y., Zhou, L., Wang, W. & Li, Q., Sept 2018, In: IEEE Transactions on Knowledge and Data Engineering. 30, 9, p. 1741-1755

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Similarity Search 100%
  • Experimental Result 50%
  • Optimization Problem 50%
  • Approximate Algorithm 50%
  • Exact Algorithm 50%
  5 Citations (Scopus)

• Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy

  Chen, M., Yang, Q., Li, Q., Wang, G. & Yang, M.-H., Jun 2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 6, p. 1518-1525

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  Open Access

  • Gaussian Mixture Model 100%
  • Spanning Tree 100%
  • Background Subtraction 100%
  • Superpixel 100%
  • Experimental Result 50%
  90 Citations (Scopus)

• T-CONV: A Convolutional Neural Network for Multi-scale Taxi Trajectory Prediction

  Lv, J., Li, Q., Sun, Q. & Wang, X., 25 May 2018, Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. IEEE, p. 82-89 8367101

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Convolutional Neural Network 100%
  • Dimensional Image 50%
  • Spatial Pattern 50%
  • Location-Based Service 50%
  • Trajectory Data 50%
  83 Citations (Scopus)

• Towards professionally user-adaptive large medical image transmission processing in mobile telemedicine systems

  Zhuang, Y., Jiang, N., Li, Q., Hu, H. & Chiu, D. K. W., Mar 2018, In: Multimedia Systems. 24, 2, p. 123-145

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Experimental Result 100%
  • Response Time 100%
  • Network Bandwidth 100%
  • Image Transmission 100%
  • Preprocessing Step 100%
  5 Citations (Scopus)

• Unpaired Multi-Domain Image Generation via Regularized Conditional GANs

  Mao, X. & Li, Q., Jul 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 2553-2559

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  Open Access

  • Image Synthesis 100%
  • Training Data 50%
  • Experimental Result 25%
  • Generative Model 25%
  • Baseline Method 25%
  9 Citations (Scopus)

• Unsupervised Cross-Dataset Person Re-identification by Transfer Learning of Spatial-Temporal Patterns

  Lv, J., Chen, W., Li, Q. & Yang, C., Jun 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition: CVPR 2018. IEEE, p. 7948-7956 8578927. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Transfer Learning 100%
  • Person Re-Identification 100%
  • Identification Algorithm 66%
  • Unlabeled Data 66%
  • Learning Algorithm 33%
  193 Citations (Scopus)
• 2017

  Accelerating convolutional neural networks using fine-tuned backpropagation progress

  Li, Y., Chen, Z., Cai, Y., Huang, D. & Li, Q., Mar 2017, Database Systems for Advanced Applications - DASFAA 2017 International Workshops: BDMS, BDQM, SeCoP, and DMMOOC, Proceedings. Chang, L., Trajcevski, G., Hua, W. & Bao, Z. (eds.). Springer Verlag, Vol. 10179 LNCS. p. 256-266 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10179 LNCS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Convolutional Neural Network 100%
  • Computational Resource 33%
  • Function Value 33%
  • Computational Complexity 33%
  • Computational Time 33%
  1 Citation (Scopus)

• A joint learning based Face Super Resolution approach via contextual topological structure

  CHEN, L., Hu, R., Han, Z., Wang, Z. & LI, Q., Jun 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 1088-1092 7952324. (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

  • Topological Structure 100%
  • super resolution 100%
  • Visual Quality 25%
  • Learning Progress 25%
  • Low Resolution Image 25%
  1 Citation (Scopus)