Fetching the paper…
Reading the bibliography…
The recent advances in Large Language Models (LLMs) have stimulated interest among researchers and industry professionals, particularly in their application to tasks concerning mobile user interfaces (UIs).
Neural design network: Graphic layout generation with constraints
Lee, H.-Y., Jiang, L., Essa, I., Le, P. B., Gong, H., Yang, M.-H., and Yang, W · 1912
Earlier work this paper cites.
An efficient context-free parsing algorithm
Earley, J · 1970
Earlier work this paper cites.
Usability inspection methods
Nielsen, J · 1994
Earlier work this paper cites.
Auto completion of user interface layout design using transformer-based tree decoders
Li, Y., Amelot, J., Zhou, X., Bengio, S., and Si, S · 2001
Earlier work this paper cites.
Wizard of oz support throughout an iterative design process
Dow, S., MacIntyre, B., Lee, J., Oezbek, C., Bolter, J. D., and Gandy, M · 2005
Earlier work this paper cites.
Ten usability heuristics, 2005
Nielsen, J · 2005
Earlier work this paper cites.
Adaptive mobile interfaces through grammar induction
Kong, J., Ates, K. L., Zhang, K., and Gu, Y · 2008
Earlier work this paper cites.
Learning design patterns with bayesian grammar induction
Talton, J., Yang, L., Kumar, R., Lim, M., Goodman, N., and Měch, R · 2012
Earlier work this paper cites.
Atomic design
Frost, B · 2016
Earlier work this paper cites.
Rico: A mobile app dataset for building data-driven design applications
Deka, B., Huang, Z., Franzen, C., Hibschman, J., Afergan, D., Li, Y., Nichols, J., and Kumar, R · 2017
Earlier work this paper cites.
Woz way: Enabling real-time remote interaction prototyping & observation in on-road vehicles
Martelaro, N. and Ju, W · 2017
Earlier work this paper cites.
Speed dating: providing a menu of possible futures
Zimmerman, J. and Forlizzi, J · 2017
Earlier work this paper cites.
Appinite: A multi-modal interface for specifying data descriptions in programming by demonstration using natural language instructions
Li, T. J.-J., Labutov, I., Li, X. N., Zhang, X., Shi, W., Ding, W., Mitchell, T. M., and Myers, B. A · 2018
Cited alongside, same era.
Layoutgan: Generating graphic layouts with wireframe discriminators
Li, J., Yang, J., Hertzmann, A., Zhang, J., and Xu, T · 2019
Cited alongside, same era.
Language models are few-shot learners
Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J. D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al · 2020
Cited alongside, same era.
Variational transformer networks for layout generation
Arroyo, D. M., Postels, J., and Tombari, F · 2021
Cited alongside, same era.
Layouttransformer: Layout generation and completion with self-attention
Gupta, K., Lazarow, J., Achille, A., Davis, L., Mahadevan, V., and Shrivastava, A · 2021
Learning to denoise raw mobile ui layouts for improving datasets at scale
Li, G., Baechler, G., Tragut, M., and Li, Y · 2022
Later among the works it cites.
Bridging the gap between ux practitioners’ work practices and ai-enabled design support tools
Lu, Y., Zhang, C., Zhang, I., and Li, T. J.-J · 2022
Later among the works it cites.
Play: Parametrically conditioned layout generation using latent diffusion
Cheng, C.-Y., Huang, F., Li, G., and Li, Y · 2023
Closest in time.
Layoutgpt: Compositional visual planning and generation with large language models
Feng, W., Zhu, W., Fu, T.-j., Jampani, V., Akula, A., He, X., Basu, S., Wang, X. E., and Wang, W. Y · 2023
Closest in time.
Unifying layout generation with a decoupled diffusion model
Hui, M., Zhang, Z., Zhang, X., Xie, W., Wang, Y., and Lu, Y · 2023
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Creating user interface mock-ups from high-level text descriptions with deep-learning models
Huang, F., Li, G., Zhou, X., Canny, J. F., and Li, Y · 2021
Cited alongside, same era.
Constrained graphic layout generation via latent optimization
Kikuchi, K., Simo-Serra, E., Otani, M., and Yamaguchi, K · 2021
Cited alongside, same era.
Screen2vec: Semantic embedding of gui screens and gui components
Li, T. J.-J., Popowski, L., Mitchell, T., and Myers, B. A · 2021
Cited alongside, same era.
Neuro-symbolic artificial intelligence
Sarker, M. K., Zhou, L., Eberhart, A., and Hitzler, P · 2021
Cited alongside, same era.
Screen2words: Automatic mobile ui summarization with multimodal learning
Wang, B., Li, G., Zhou, X., Chen, Z., Grossman, T., and Li, Y · 2021
Cited alongside, same era.
Computational approaches for understanding, generating, and adapting user interfaces
Jiang, Y., Lu, Y., Nichols, J., Stuerzlinger, W., Yu, C., Lutteroth, C., Li, Y., Kumar, R., and Li, T. J.-J · 2022
Cited alongside, same era.
Blt: bidirectional layout transformer for controllable layout generation
Kong, X., Jiang, L., Chang, H., Zhang, H., Hao, Y., Gong, H., and Essa, I · 2022
Cited alongside, same era.
Closest in time.
The future of computational approaches for understanding and adapting user interfaces
Jiang, Y., Lu, Y., Lutteroth, C., Li, T. J.-J., Nichols, J., and Stuerzlinger, W · 2023
Closest in time.
Layout generation for various scenarios in mobile shopping applications
Jing, Q., Zhou, T., Tsang, Y., Chen, L., Sun, L., Zhen, Y., and Du, Y · 2023
Closest in time.
Menucraft: Interactive menu system design with large language models
Kargaran, A. H., Nikeghbal, N., Heydarnoori, A., and Schütze, H · 2023
Closest in time.
Exploring the future of design tooling: The role of artificial intelligence in tools for user experience professionals
Knearem, T., Khwaja, M., Gao, Y., Bentley, F., and Kliman-Silver, C. E · 2023
Closest in time.
Chatting with gpt-3 for zero-shot human-like mobile automated gui testing
Liu, Z., Chen, C., Wang, J., Chen, M., Wu, B., Che, X., Wang, D., and Wang, Q · 2023
Closest in time.
Guilget: Gui layout generation with transformer
Sobolevsky, A., Bilodeau, G.-A., Cheng, J., and Guo, J. L. C · 2023
Closest in time.
Enabling conversational interaction with mobile ui using large language models
Wang, B., Li, G., and Li, Y · 2023
Closest in time.