Department of Computer Science

Research Output

Research output per year 1982 2005 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 1266 Journal article
• 1245 Conference proceeding
• 71 Conference article
• 67 Editorial
• 192 More
  • 60 Conference paper
  • 59 Chapter
  • 24 Book or report
  • 21 Review article
  • 14 Patent
  • 3 Entry for encyclopedia/dictionary
  • 3 Letter
  • 3 Preprint
  • 1 Foreword/postscript
  • 1 Conference poster
  • 1 Short survey
  • 1 Composition
  • 1 Exhibition

Research output per year

Research output per year

Search results

• 2023

  A Database Dependent Framework for K-Input Maximum Fanout-Free Window Rewriting

  Zhu, X., Tang, R., Chen, L., Li, X., Huang, X., Yuan, M., Sheng, W. & Xu, J., Jul 2023, 60th ACM/IEEE Design Automation Conference - Proceedings 2023. IEEE, p. 1-6 6 p. (ACM/IEEE Design Automation Conference - Proceedings; vol. 2023-July).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Logic Synthesis 100%
  • Heuristic methods 86%
  • Experiments 26%

• A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening

  Chen, Y., Yao, R., Yang, Y. & Chen, J., Jul 2023, Proceedings of 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 5257-5281 25 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Coarsening 100%
  • Natural sciences computing 53%
  • Machine learning 30%
  • Experiments 14%

• CasTensoRF: Cascaded Tensorial Radiance Fields for Novel View Synthesis

  Xing, W. & Chen, J., Jul 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 2183-2188 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Tensors 100%
  • Decomposition 43%
  • Factorization 20%

• Combating Exacerbated Heterogeneity for Robust Models in Federated Learning

  Zhu, J., Yao, J., Liu, T., Yao, Q., Xu, J. & Han, B., 2 Feb 2023, Proceedings of The Eleventh International Conference on Learning Representations, ICLR 2023. International Conference on Learning Representations, p. 1-34 34 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Deterioration 100%
  • Agglomeration 96%

• CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields

  Luo, Z., Guo, Q., Cheung, K. C., See, S. & Wan, R., Oct 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 22401-22411 11 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Color 100%

• Detecting Out-of-distribution Data through In-distribution Class Prior

  Jiang, X., Liu, F., Fang, Z., Chen, H., Liu, T., Zheng, F. & Han, B., Jul 2023, Proceedings of the 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, 22 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Probability distributions 100%
  • Experiments 18%

• Disentangled Negative Sampling for Collaborative Filtering

  Lai, R., Chen, L., Zhao, Y., Chen, R. & Han, Q., 27 Feb 2023, WSDM '23: Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining. Association for Computing Machinery (ACM), p. 96-104 9 p. (WSDM - Proceedings of the ACM International Conference on Web Search and Data Mining).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Collaborative filtering 100%
  • Sampling 62%
  • Experiments 6%
  1 Citation (Scopus)

• Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation

  Dong, R., Liu, F., Chi, H., Liu, T., Gong, M., Niu, G., Sugiyama, M. & Han, B., Jul 2023, Proceedings of 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, p. 8260-8275 16 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Classifiers 100%
  • Semantics 48%

• Dual-Bridging With Adversarial Noise Generation for Domain Adaptive rPPG Estimation

  Du, J., Liu, S., Zhang, B. & Yuen, P. C., Jun 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE, p. 10355-10364 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Photoplethysmography 100%
  • Noise generators 22%
  • Noise abatement 14%
  • Image compression 14%
  • Health 10%

• Efficient and Effective Edge-wise Graph Representation Learning

  Wang, H., Yang, R., Huang, K. & Xiao, X., Aug 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Singh, A. & Sun, Y. (eds.). Association for Computing Machinery (ACM), p. 2326–2336 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Graph structures 100%
  • Agglomeration 70%
  • Sampling 56%
  • Industry 35%
  • Costs 30%

• Efficient Approximation Algorithms for Spanning Centrality

  Zhang, S., Yang, R., Tang, J., Xiao, X. & Tang, B., Aug 2023, KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Singh, A. & Sun, Y. (eds.). Association for Computing Machinery (ACM), p. 3386–3395 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Combinatorial optimization 100%
  • Approximation algorithms 98%
  • Sampling 63%

• Enhancing Low-light Images using Infrared Encoded Images

  Tian, S., Wang, Y., Wan, R., Yang, W., Kot, A. C. & Wen, B., 8 Oct 2023, 2023 IEEE International Conference on Image Processing (ICIP). IEEE, p. 465-469 5 p. (IEEE International Conference on Image Processing, ICIP).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Infrared radiation 100%
  • Photons 68%
  • Image enhancement 32%
  • Visibility 28%
  • Luminance 27%

• Exploring Model Dynamics for Accumulative Poisoning Discovery

  Zhu, J., Guo, X., Yao, J., Du, C., He, L., Yuan, S., Liu, T., Wang, L. & Han, B., Jul 2023, Proceedings of the 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 42983-43004 22 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Dynamic models 100%
  • Machine learning 30%
  • Experiments 14%

• Gene-induced Multimodal Pre-training for Image-omic Classification

  Jin, T., Xie, X., Wan, R., Li, Q. & Wang, Y., 8 Oct 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023. Proceedings, Part VI. Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Cham: Springer, p. 508-517 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14225).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Image classification 100%
  • Training 99%
  • Gene 92%
  • Genes 89%
  • Histology 46%

• I-Tuning: Tuning Frozen Language Models with Image for Lightweight Image Captioning

  Luo, Z., Hu, Z., Xi, Y., Zhang, R. & Ma, J., Jun 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, p. 1-5 5 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  • Tuning 100%
  • Large scale systems 27%
  • Costs 24%

• Large-scale Geospatial Analytics: Problems, Challenges, and Opportunities

  Chan, T. N., Leong, H. U., Choi, B., Xu, J. & Cheng, R., 5 Jun 2023, SIGMOD '23: Companion of the 2023 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 21-29 9 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Epidemiology 100%
  • Urban planning 89%
  • Ecology 88%
  • Crime 85%
  • Big data 64%

• Long-lead forecasts of wintertime air stagnation index in Southern China using oceanic memory effects

  Zhou, C., Zhang, X., Gao, M., Liu, S., Guo, Y-K. & Chen, J., May 2023, International Conference on Learning Representations Workshops, ICLR 2023: Tackling Climate Change with Machine Learning. International Conference on Learning Representations Workshops, p. 1-6 6 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • forecast 100%
  • air 76%
  • index 71%
  • effect 32%
  • air quality management 18%

• Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation

  Jin, Y., Li, M., Lu, Y., Cheung, Y. & Wang, H., 18 Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. p. 23695-23704 10 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Excavation 100%
  • Fusion reactions 52%
  • Electric fuses 33%
  • Deep neural networks 31%

• LSCALE: Latent Space Clustering-Based Active Learning for Node Classification

  Liu, J., Wang, Y., Hooi, B., Yang, R. & Xiao, X., 17 Mar 2023, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). 1st ed. Springer Cham, p. 55-70 16 p. (Lecture Notes in Computer Science; vol. 13713)(Lecture Notes in Artificial Intelligence)(ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Clustering 60%
  • Vertex of a graph 35%
  • Labels 32%

• MoMusic: A Motion-Driven Human-AI Collaborative Music Composition and Performing System

  Bian, W., Song, Y., Gu, N., Tin Yan, C., Lo, T. T., Tsun Sun, L., King Chak, W., XUE, W. & Alonso Trillo, R., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Washington, DC: AAAI Conference on Artificial Intelligence, p. 16057-16062 6 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Chemical analysis 100%
  • Acoustic waves 80%
  • Network architecture 47%
  • Cameras 36%
  • Trajectories 35%

• NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension

  He, X., Yao, J., Wang, Y., Tang, Z., Cheung, K. C., See, S., Han, B. & Chu, X., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 7839-7847 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 6).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Gradient methods 100%
  • Graphics processing unit 77%
  • Costs 63%
  • Data storage equipment 50%
  • Experiments 29%

• Node-wise Diffusion for Scalable Graph Learning

  Huang, K., Tang, J., Liu, J., Yang, R. & Xiao, X., 30 Apr 2023, WWW '23: Proceedings of the ACM Web Conference 2023. Ding, Y., Tang, J., Sequeda, J., Aroyo, L., Castillo, C. & Houben, G-J. (eds.). 1st ed. New York: Association for Computing Machinery (ACM), p. 1723-1733 11 p. (Proceedings of the International World Wide Web Conference).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Semi-supervised learning 100%
  • Purchasing 46%
  • Message passing 43%
  • World Wide Web 40%
  • Web services 37%
  1 Citation (Scopus)

• NTK-approximating MLP Fusion for Efficient Language Model Fine-tuning

  Wei, T., Guo, Z., Chen, Y. & He, J., Jul 2023, Proceedings of 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, Vol. 202. p. 36821-36838 18 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Multilayer neural networks 100%
  • Fusion reactions 77%
  • Tuning 75%
  • Distillation 16%
  • Data storage equipment 9%

• Occlusion-Free Scene Recovery via Neural Radiance Fields

  Zhu, C., Wan, R., Tang, Y. & Shi, B., Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. p. 20722-20731

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Recovery 100%
  • Labeled data 86%
  • Computer vision 62%
  • Cameras 52%

• Online Distributed Optimization with Efficient Communication via Temporal Similarity

  Wang, J., Liang, B., Dong, M., Boudreau, G. & Afana, A., May 2023, IEEE INFOCOM 2023 - IEEE Conference on Computer Communications. IEEE, 10 p. (Proceedings of IEEE Conference on Computer Communications; vol. 2023-May).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Communication 100%
  • Servers 36%
  • Image classification 26%

• On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation

  Zhou, Z., Zhou, C., Li, X., Yao, J., Yao, Q. & Han, B., Jul 2023, Proceedings of the 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, 35 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Markov chains 100%
  • Neural networks 62%
  • Information theory 16%

• PyNKDV: An Efficient Network Kernel Density Visualization Library for Geospatial Analytic Systems

  Chan, T. N., Zang, R., Ip, P. L., U, L. H. & Xu, J., 18 Jun 2023, SIGMOD '23: Proceedings of the 2023 International Conference on Management of Data. Das, S. & Pandis, I. (eds.). Association for Computing Machinery (ACM), p. 99-102 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Visualization 100%
  • Demonstrations 35%
  2 Citations (Scopus)

• Removing Image Artifacts From Scratched Lens Protectors

  Wang, Y., Wan, R., Yang, W., Wen, B., Chau, L-P. & Kot, A., 24 May 2023, IEEE International Symposium on Circuits and Systems (ISCAS) 2023. 5 p. 1744

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Camera lenses 100%
  • Lenses 70%
  • Mobile computing 58%
  • Plastics 50%

• SlotGAT: Slot-based Message Passing for Heterogeneous Graphs

  Zhou, Z., Shi, J., Yang, R., Zou, Y. & Li, Q., Jul 2023, Proceedings of 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, p. 42644-42657 14 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Message passing 100%
  • Semantics 63%
  • Agglomeration 54%
  • Neural networks 18%

• SparkSQL+: Next-generation Query Planning over Spark

  Dai, B., Wang, Q. & Yi, K., 5 Jun 2023, SIGMOD/PODS '23: Companion of the 2023 International Conference on Management of Data. Association for Computing Machinery (ACM), p. 115–118 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Electric sparks 100%
  • Planning 62%
  • Decomposition 35%
  • Engines 31%

• SVP-T: A Shape-level Variable-Position Transformer for Multivariate Time Series Classification

  Zuo, R., Li, G., Choi, B., Bhowmick, S. S., Mah, D. N. Y. & Wong, G. L. H., 27 Jun 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 11497-11505 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 9).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Time series 100%
  • Electric instrument transformers 35%

• Understanding Disclosure and Support for Youth Mental Health in Social Music Communities

  Jin, Y., Cai, W., Chen, L., Dai, Y. & Jiang, T., 16 Apr 2023, Proceedings of the ACM on Human-Computer Interaction. Nichols, J. (ed.). CSCW1 ed. Association for Computing Machinery (ACM), Vol. 7. 32 p. (Proceedings of the ACM on Human-Computer Interaction).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • music 100%
  • Health 86%
  • mental health 81%
  • emotional distress 28%
  • networking 20%
  1 Citation (Scopus)

• Unleashing Mask: Explore the Intrinsic Out-of-distribution Detection Capability

  Zhu, J., Li, H., Yao, J., Liu, T., Xu, J. & Han, B., Jul 2023, Proceedings of the 40th International Conference on Machine Learning, ICML 2023. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). ML Research Press, 37 p. (Proceedings of Machine Learning Research; vol. 202).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Masks 100%
  • Machine learning 12%
  • Experiments 6%

• Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning

  Lin, H., Yi, P., Ma, J., Jiang, H., Luo, Z., Shi, S. & Liu, R., 27 Jun 2023, Proceedings of 37th AAAI Conference on Artificial Intelligence, AAAI 2023. Williams, B., Chen, Y. & Neville, J. (eds.). 1st ed. Washington, DC: AAAI press, p. 5213-5221 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 4).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  Open Access

  • Experiments 100%
  1 Citation (Scopus)

• “Listen to Music, Listen to Yourself”: Design of a Conversational Agent to Support Self-Awareness While Listening to Music

  Cai, W., Jin, Y., Zhao, X. & Chen, L., 19 Apr 2023, CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Schmidt, A., Väänänen, K., Goyal, T., Kristensson, P. O., Peters, A., Mueller, S., Williamson, J. R. & Wilson, M. L. (eds.). Association for Computing Machinery (ACM), p. 1–19 19 p. 119. (Conference on Human Factors in Computing Systems - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Brain 100%
  • Feedback 76%
  • Experiments 42%
  1 Citation (Scopus)
• 2022

  A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem (Extended Abstract)

  Wei, S., Wang, Y. & Cheung, Y., 9 May 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE). IEEE, p. 1485-1486 2 p. (IEEE International Conference on Data Engineering (ICDE)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Dynamic programming 100%
  • Information retrieval 99%
  • Pattern recognition 90%
  • Data storage equipment 62%

• A Cloud-based IoMT Data Sharing Scheme with Conditional Anonymous Source Authentication

  Wang, Y. P., Wang, X. F., Dai, H. N., Zhang, X. S., Su, Y., Imran, M. & Nasser, N., Dec 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 2915-2920 6 p. (IEEE Global Communications Conference (GLOBECOM) - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Data Sharing 100%
  • Authentication 75%
  • Internet 59%
  • Health 42%
  • Glucose 33%

• A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection

  Yang, Z., Ma, J., Chen, H., Lin, H., Luo, Z. & Chang, Y., 17 Oct 2022, Proceedings of the 29th International Conference on Computational Linguistics. Calzolari, N., Huang, C-R., Kim, H., Pustejovsky, J., Wanner, L., Choi, K-S., Ryu, P-M., Chen, H-H., Donatelli, L., Ji, H., Kurohashi, S., Paggio, P., Xue, N., Kim, S., Hahm, Y., He, Z., Lee, T. K., Santus, E., Bond, F. & Na, S-H. (eds.). International Committee on Computational Linguistics, p. 2608-2621 14 p. (Proceedings of International Conference on Computational Linguistics; vol. 29, no. 1).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  Open Access

  • Distillation 100%
  • Neural networks 58%
  4 Citations (Scopus)

• A Diary Study of Social Explanations for Recommendations in Daily Life

  Zhang, Z., Jin, Y. & Chen, L., 4 Jul 2022, UMAP '22 Adjunct: Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery (ACM), p. 200–208 9 p. (Adjunct Proceedings of ACM Conference on User Modeling, Adaptation and Personalization).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Recommender systems 100%
  • User experience 49%

• A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion

  Jiang, J., Chen, J. & Guo, Y-K., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 5123–5131 9 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Motion capture 100%
  • Triangulation 97%
  • Trajectories 60%
  • Cameras 30%

• Adversarial Robustness through the Lens of Causality

  ZHANG, Y., Gong, M., Liu, T., Niu, G., Tian, X., Han, B., Scholkopf, B. & Zhang, K., 25 Apr 2022, Proceedings of Tenth International Conference on Learning Representations, ICLR 2022. International Conference on Learning Representations, 20 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Lenses 100%
  • Deep neural networks 47%
  • Machine learning 36%
  • Experiments 17%

• Adversarial Training with Complementary Labels: On the Necessity of Gradually Informative Attacks

  Zhou, J., Zhu, J., Zhang, J., Liu, T., Niu, G., Han, B. & Sugiyama, M., Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Neural Information Processing Systems Foundation, p. 1-13 13 p. (Advances in Neural Information Processing Systems; vol. 35)(NeurIPS Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Labels 100%
  • Experiments 6%

• Aerial Assistant: Safeguarding Ground-to-Satellite Communication Networks

  Wang, H., Wang, Q., Sun, W., Zhao, N., Dai, H. N. & Xu, L., Dec 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 964-969 6 p. (IEEE Global Communications Conference (GLOBECOM) - Proceedings).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Antenna grounds 100%
  • Telecommunication networks 78%
  • Satellites 69%
  • Unmanned aerial vehicles (UAV) 62%
  • Antennas 57%

• A machine learning model for disease risk prediction by integrating genetic and non-genetic factors

  Xu, Y., Wang, C., Li, Z., Cai, Y., Young, O., Lyu, A. & Zhang, L., Dec 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X. M., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). IEEE, p. 868-871 4 p. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Learning Model 100%
  • Machine Learning 87%
  • Prediction 54%
  • Machine learning 48%
  • Data Sources 32%
  1 Citation (Scopus)

• AMIF: A Hybrid Model for Improving Fact Checking in Product Question Answering

  Lin, H., Chen, L., Ma, J., Yang, Z. & Chen, G., Jul 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. IEEE, p. 1-8 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Electronic commerce 100%
  • Fusion reactions 69%
  • Metadata 42%
  • Calibration 33%
  • Semantics 29%
  1 Citation (Scopus)

• Anatomical Prior-Inspired Label Refinement for Weakly Supervised Liver Tumor Segmentation with Volume-Level Labels

  Lyu, F., Ma, A. J. & Yuen, P. C., Nov 2022, The 33rd British Machine Vision Conference Proceedings, BMVC 2022. British Machine Vision Association, p. 1-12 12 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Liver 100%
  • Tumors 85%
  • Labels 70%
  • Pixels 12%
  • Experiments 2%

• An IoT-based Optimized Watering System for Plants

  Tsang, K., Umair, Z., Qureshi, U. M. & Zwetsloot, I. M., Jul 2022, 2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE, p. 257-262 6 p. (IEEE International Conference on Industrial Informatics (INDIN); vol. 2022-July).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Water supply 100%
  • Internet of things 93%
  • Soil moisture 38%
  • Humidity sensors 36%
  • Crops 30%

• A Quality-Aware Rendezvous Framework for Cognitive Radio Networks

  Liu, H., Yu, L., Poon, C. K., Lin, Z., Leung, Y. W. & Chu, X., 16 Dec 2022, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). Gurrola, J. (ed.). IEEE, p. 20-27 8 p. (Proceedings - International Conference on Mobile Ad-hoc and Sensor Networks, MSN).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • rendezvous 100%
  • Cognitive radio 64%
  • Telecommunication links 30%
  • Communication 16%
  • communication 12%

• Assessing Non-autoregressive Alignment in Neural Machine Translation via Word Reordering

  Tse, C. H., Leung, E. S. M. & Cheung, W. K., Dec 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Goldberg, Y., Kozareva, Z. & Zhang, Y. (eds.). Association for Computational Linguistics (ACL), p. 2327-2333 7 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Machine Translation 100%
  • Reordering 74%
  • Alignment 65%
  • Language Model 44%
  • Performance 25%

• A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning

  Yang, R., Ma, J., Lin, H. & Gao, W., Jul 2022, SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 1761–1772 12 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding

  Open Access

  • Labels 100%
  • Experiments 41%
  7 Citations (Scopus)