Qing Zhang

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selected publications

IJCAI2026

Beyond “Made with AI”: Visualizing Provenance Density to Mitigate the Transparency Penalty

Qing Zhang, Yifei Huang, Juyoung Lee, and 2 more authors

In Proceedings of the IJCAI-ECAI 2026 Special Track on Human-Centred Artificial Intelligence, 2026

Bib PDF

@inproceedings{zhang2026provenance,
  title = {Beyond ``Made with AI'': Visualizing Provenance Density
                 to Mitigate the Transparency Penalty},
  author = {Zhang, Qing and Huang, Yifei and Lee, Juyoung and Starner, Thad and Rekimoto, Jun},
  booktitle = {Proceedings of the IJCAI-ECAI 2026 Special Track on
                 Human-Centred Artificial Intelligence},
  year = {2026},
  url = {https://2026.ijcai.org/accepted-papers/?ijtrack=special-track-on-human-centred-ai},
}

AHs’26 Paper
OpticalAging: Real-time Presbyopia Simulation for Inclusive Design via Tunable Lenses

Qing Zhang, Zixiong Su, Yoshihito Kondoh, and 5 more authors

In Proceedings of the Augmented Humans International Conference 2026, Okinawa, Japan, 2026

Abs DOI Bib

Presbyopia, a common age-related vision condition affecting most people as they age, often remains inadequately understood by those unaffected. To help bridge the gap between abstract accessibility knowledge and a more grounded appreciation of perceptual challenges, this study presents OpticalAging, an optical see-through simulation approach. Unlike VR-based methods, OpticalAging uses dynamically controlled tunable lenses to simulate the first-person visual perspective of presbyopia’s distance-dependent blur during real-world interaction, aiming to enhance awareness. While acknowledging critiques regarding simulation’s limitations in fully capturing lived experience, we position this tool as a complement to user-centered methods. Our user study (N = 19, 18-35 years old) provides validation: quantitative measurements show statistically significant changes in near points across three age modes (40s, 50s, 60s), while qualitative results suggest increases in self-reported understanding and awareness of perceptual challenges among participants. The integration of our tool into a design task showcases its potential applicability within age-inclusive design workflows when used critically alongside direct user engagement.
@inproceedings{10.1145/3795011.3795035, author = {Zhang, Qing and Su, Zixiong and Kondoh, Yoshihito and Asada, Kazunori and Starner, Thad and Kunze, Kai and Itoh, Yuta and Rekimoto, Jun}, title = {OpticalAging: Real-time Presbyopia Simulation for Inclusive Design via Tunable Lenses}, year = {2026}, isbn = {9798400723513}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3795011.3795035}, doi = {10.1145/3795011.3795035}, booktitle = {Proceedings of the Augmented Humans International Conference 2026}, pages = {101–114}, numpages = {14}, keywords = {Visual Simulation, Presbyopia, Visual Experience Modulation, Programmable Vision, Optical See-through, Accessibility, Inclusive Design, Aged Vision, Assistive Technology, Design Toolkit}, location = {Okinawa, Japan}, series = {AHs '26}, }

NeurIPS2025

Semantic Glitch: Agency and Artistry in an Autonomous Pixel Cloud

Qing Zhang, JING HUANG, Mingyang Xu, and 1 more author

In Advances in Neural Information Processing Systems, 2025

Bib PDF Video

@inproceedings{NEURIPS2025_baa91fd0,
  author = {Zhang, Qing and HUANG, JING and Xu, Mingyang and Rekimoto, Jun},
  booktitle = {Advances in Neural Information Processing Systems},
  editor = {Belgrave, D. and Zhang, C. and Coelho, M. and Elliott, L. and Tian, Y. and Prakash, P.},
  pages = {829--843},
  title = {Semantic Glitch: Agency and Artistry in an Autonomous Pixel Cloud},
  url = {https://proceedings.neurips.cc/paper_files/paper/2025/file/baa91fd056ba7d6061112b48c012063f-Paper-Creative_AI_Track.pdf},
  volume = {38, Creative AI},
  year = {2025}
}