Hong Kong Baptist University

Research Output

Research output per year 1967 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2025

• 21085 Journal article
• 2841 Chapter
• 2607 Conference proceeding
• 2337 Conference paper
• 4396 More
  • 1279 Review article
  • 1060 Book or report
  • 399 Patent
  • 367 Editorial
  • 253 Conference article
  • 163 Conference abstract
  • 141 Entry for encyclopedia/dictionary
  • 141 Other contribution
  • 99 Digital, visual or audio products
  • 73 Performance
  • 70 Letter
  • 61 Working paper
  • 53 Conference poster
  • 48 Newspaper article
  • 45 Exhibition
  • 37 Composition
  • 35 Preprint
  • 21 Foreword/postscript
  • 16 Artefact
  • 14 Short survey
  • 11 Design
  • 9 Comment/debate
  • 1 Software

Research output per year

Research output per year

Search results

• 2023

  A bootcamp as an experiential learning activity for nurturing creative talent: A Hong Kong case study

  Chan, K., Fung, M. S. K., Lau, J. & Zhang, J., May 2023, Vocational education and training transformation for digital, sustainable and socially fair future: Proceedings of the 5th Crossing Boundaries Conference in Vocational Education and Training. Tūtlys, V., Vaitkutė, L. & Nägele, C. (eds.). Kaunas, Lithuania: Vytautas Magnus University Education Academy, Institute of Educational Science, p. 93-106 14 p.

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

  Open Access

  • Problem-Based Learning 100%
  • Hong Kong 71%
  • Students 64%
  • learning 29%
  • student 21%

• 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%

• An Ergonomic Chair Designed for Astronauts to Accommodate Their Health and Comfort Upon Return to Earth

  Qin, L. & Wen, J. Z., 26 Jul 2023, Proceedings of International Society for Engineers and Researchers (ISER) International Conference. Suresh, P. (ed.). Khandagiri, Bhubaneswar: Institute for Technology and Research (ITRESEARCH), Vol. 434. p. 17-19 3 p.

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

  • Malfunction 100%
  • Ergonomics 83%
  • ergonomics 80%
  • Earth (planet) 61%
  • Earth 59%

• Arabidopsis DXO1, a decapping enzyme for NAD-capped RNAs, activates RNMT1 to methylate the mRNA guanosine cap

  Xiao, C., Zhang, H., Li, K., Hua, J., Zhang, F., Li, Q., Liang, S., Liu, W., Zhong, H., Cai, Z. & Xia, Y., 7 Jun 2023, The 33rd International Conference on Arabidopsis Research: Arabidopsis for SDGs. ICAR2023 Organizing Committee, p. 52-53 2 p.

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

• A Study of Philanthropic CSR and Brand Love (Extended Abstract)

  Kwan, H. Y., Zhang, J. & Siu, N. Y. M., Jun 2023, 8th World Business Ethics Forum Proceedings. World Business Ethics Forum, 1 p. P022

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

  Open Access

• Building for Joy in the Digital World

  Robertson, R. S., George, J. & Johnson, M. K., Jul 2023, Affective and Pleasurable Design: Proceedings of the 14th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences. Fukuda, S. (ed.). AHFE International, p. 159-169 11 p. (Proceedings of International Conference on Applied Human Factors and Ergonomics and the Affiliated Conferences; vol. 71, no. 72).

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

  Open Access

  • Cognitive Dimensions 100%
  • User Experience 87%
  • Pleasure 82%
  • Conceptual Framework 73%
  • Happiness 68%

• Can a Theology of Peace Be a Theology of Resistance? A Moral Theological Reflection in the Contemporary Chinese Context

  Kwok, W., 11 May 2023, Proceedings of International Conference on Religious Studies in Global and Comparative Perspective. Mok, B., Duan, P. & Lu, Y. (eds.). Hong Kong: Centre for the Study of Religious Ethics and Chinese Culture, The Chinese University of Hong Kong, p. 397-414 18 p.

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

• 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%

• Competition of Digital Networks: Explaining Performance Heterogeneity of Blockchain Consortia

  Wang, W. & Hanisch, M., Aug 2023, Academy of Management Proceedings 2023. Taneja, S. (ed.). Academy of Management, (Academy of Management Annual Meeting Proceedings; vol. 2023, no. 1).

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

  • Consortium 100%
  • Strategic Management 52%
  • Performance 35%
  • Sentiment 31%

• Concurrent Sign-off Timing Optimization via Deep Steiner Points Refinement

  Liu, S., Wang, Z., Liu, F., Lin, Y., Yu, B. & Wong, M., 13 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

  • Networks (circuits) 100%

• 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%

• CPP: A Multi-Level Circuit Partitioning Predictor for Hardware Verification Systems

  Zang, X., Chen, L., Li, X., Thong, W. W. K., Sheng, W., Young, E. F. Y. & Wong, M. D. F., 5 Jun 2023, GLSVLSI 2023 - Proceedings of the Great Lakes Symposium on VLSI 2023. Association for Computing Machinery (ACM), p. 357-361 5 p. (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI).

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

  • Computer systems 100%
  • Computer hardware 66%
  • Networks (circuits) 62%
  • Coarsening 19%
  • Refining 15%

• Cryptocurrency Research in the Field of Information Systems: A Literature Review and its Implications for Sharing Economy Research

  So, B. T. K., Cheung, C. M. K. & Tai, S. K. H., 3 Jan 2023, Proceedings of the 56th Annual Hawaii International Conference on System Sciences, HICSS 2023. Bui, T. X. (ed.). University of Hawaii at Manoa, p. 636-645 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  Open Access

  • Cryptocurrency 100%
  • Sharing Economy 96%
  • Literature Review 94%
  • Information Systems 57%
  • Payment 11%

• 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%

• Developing students’ transferable skills through service leadership of inclusive learning community

  Sivan, A., Tam, V. C. W. & Chow, T. L. F., Mar 2023, The Asian Conference on Education & International Development 2023, Official conference proceedings . Japan: The International Academic Forum (IAFOR), p. 261-268 8 p. (Asian Conference on Education & International Development, Official Conference Proceedings).

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

  Open Access

  • leadership 100%
  • learning 52%
  • student 38%
  • university 32%
  • respect 27%

• 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%
  2 Citations (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%

• Domain Decorrelation with Potential Energy Ranking

  Pei, S., Sun, J., Xu, R. Y. D., Xiang, S. & Meng, G., 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. 2020-2028 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 37, no. 2).

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

  Open Access

  • Potential energy 100%
  • Deep learning 48%
  • Labels 30%
  • Learning systems 18%
  • Computer vision 15%

• 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%

• Effects of Aging and Age-Related Hearing Loss on Emotion Identification in Prosodic and Semantic Channels

  Wang, Y., Xu, M., Shao, J., Wang, L. & Yan, N., 7 Aug 2023, Proceedings of the 20th International Congress of Phonetic Sciences. Skarnitzl, R. & Volín, J. (eds.). International Congress of Phonetic Sciences, p. 11-16 6 p. (ICPhS Proceedings).

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

  Open Access

  • Semantics 100%
  • Hearing Loss 91%
  • Emotions 76%
  • Hearing 34%
  • Young Adult 31%

• 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%

• Fast STA Graph Partitioning Framework for Multi-GPU Acceleration

  Guo, G., Huang, T. W. & Wong, M., Apr 2023, 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings. IEEE, p. 1-6 6 p. (Proceedings - Design, Automation and Test in Europe Conference and Exhibition, DATE; vol. 2023-April).

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

  • Graphics processing unit 100%
  • Product design 26%
  • Program processors 22%
  • Data storage equipment 16%
  • Experiments 9%

• 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%

• Hearing Loss Affects Emotion Perception in Older Adults: Evidence from a Prosody-Semantics Stroop Task

  Wang, Y., Xu, M., Shao, J., Wang, L. & Yan, N., 20 Aug 2023, Proceedings of 24th Annual Conference of the International Speech Communication Association, INTERSPEECH 2023. International Speech Communication Association, p. 4983-4987 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 2023-August).

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

  Open Access

  • Stroop Test 100%
  • Semantics 82%
  • Hearing Loss 75%
  • Emotions 62%
  • Cues 22%

• Hermeneutics of Desire: Interpretations of the World and Chinese Intellectuals’ Self- contradictory Spirit in Yan Lianke’s Ballads, Hymns, Odes

  Lashin, R., 27 May 2023, 臺港三校中文系研究生論壇會議論文集. 臺港三校中文系研究生論壇, p. 197-214 18 p.

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

  • Hermeneutics 100%
  • Ode 87%
  • Ballad 85%
  • Hymns 81%
  • Contradictory 61%

• How Do Consumer Stereotypes Affect Social Enterprises and Profit-making Companies? A Study of Social Enterprises Stereotypes Across Five Industries in Hong Kong

  Tsui, M. C. K., Li, C. & Chui, M., Jun 2023, 8th World Business Ethics Forum Proceedings. World Business Ethics Forum, 10 p. P016

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

  Open Access

  • Social Enterprise 100%
  • Hong Kong 80%
  • Stereotypes 78%
  • Nonprofit Organization 73%
  • Profit 48%

• 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%

• Mapping Flood Exposure, Damage, and Population Needs Using Remote and Social Sensing: A Case Study of 2022 Pakistan Floods

  Akhtar, Z., Qazi, U., Sadiq, R., El-Sakka, A., Sajjad, M., Ofli, F. & Imran, M., 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. 4120-4128 9 p.

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

  • Remote sensing 100%
  • Disasters 90%
  • Text processing 59%
  • Image processing 37%
  • Satellites 37%

• MIIND and HEART: Measuring and designing for thicker qualities of user experience

  Robertson, R. S., George, J. & Johnson, M. K., 25 May 2023, Proceedings of International Conference on Computer Ethics. 1 ed. INSEIT, Vol. 1. 28 p.

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

  Open Access

  • User experience 100%

• Mitigating Distribution Shift for Congestion Optimization in Global Placement

  Zheng, S., Zou, L., Liu, S., Lin, Y., Yu, B. & Wong, M., 13 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

  • Optical flows 100%
  • Deep learning 80%

• 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%

• Octave-spanning microcombs generation with controllable intracavity soliton states

  Ye, F., Cheng, Z., Huang, D., Xuanyi, L., Fu, H. Y., Wai, A. & Li, Q., May 2023, CLEO: Fundamental Science, CLEO_FS 2023. Optica Publishing Group, FW4B.7. (Optics InfoBase Conference Papers)(Conference on Lasers & Electro-Optics (CLEO)).

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

  • Solitons 100%
  • Pumps 54%

• On a Moreau Envelope Wirelength Model for Analytical Global Placement

  Liao, P., Liu, H., Lin, Y., Yu, B. & Wong, M., 13 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

  • Electrostatics 100%

• 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%

• Paradoxical Sharing Behavior: Conceptualization, Scale Development, and Validation (Extended Abstract)

  Chan, W. K., Choi, L. S. L. & Ni, N., Feb 2023, 2023 AMA Winter Academic Conference Proceedings: Marketing During Times of Change. Umashankar, N. & Lisjak, M. (eds.). American Marketing Association, p. 1171-1174 4 p.

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

  Open Access

• Physics-Informed Optical Kernel Regression Using Complex-valued Neural Fields

  Chen, G., Pei, Z., Yang, H., Ma, Y., Yu, B. & Wong, M., 13 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

  • Lithography 100%
  • Physics 79%
  • Masks 52%
  • Machine learning 26%
  • Integrated circuits 16%