publications

2026

1. AAAI

   

   Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network

   Yicheng Zhan, Fahim Ahmed, Amy Burrell, Matthew J. Tonkin, Sarah Galambos, Jessica Woodhams, and Dalal Alrajeh

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2026

   DOI arXiv Bib PDF

   @inproceedings{zhan2026enhancing,
     author = {Zhan, Yicheng and Ahmed, Fahim and Burrell, Amy and Tonkin, Matthew J. and Galambos, Sarah and Woodhams, Jessica and Alrajeh, Dalal},
     title = {Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network},
     year = {2026},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
     publisher = {AAAI Press},
     address = {Vancouver, Canada},
     keywords = {Crime Linkage, Siamese Network, Offender Profiling, Machine Learning},
     articleno = {},
     numpages = {7},
     doi = {},
   }

2025

1. SIGGRAPH

   

   Assessing Learned Models for Phase-only Hologram Compression

   Zicong Peng, Yicheng Zhan, Josef Spjut, and Kaan Akşit

   In SIGGRAPH 2025 Poster Track, Vancouver, Canada, 2025

   DOI arXiv Bib HTML PDF

   @inproceedings{peng2025assessing,
     author = {Peng, Zicong and Zhan, Yicheng and Spjut, Josef and Ak\c{s}it, Kaan},
     title = {Assessing Learned Models for Phase-only Hologram Compression},
     year = {2025},
     isbn = {9798400715495},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     booktitle = {SIGGRAPH 2025 Poster Track},
     articleno = {38},
     numpages = {2},
     keywords = {Computer-Generated Holography, Hologram Compression, Holographic Displays},
     location = {Vancouver, Canada},
     doi = {10.1145/3721250.3742993},
     series = {SIGGRAPH Posters '25},
   }

2024

1. SPIE

   

   AutoColor: learned light power control for multi-color holograms

   Yicheng Zhan, Koray Kavaklı, Hakan Urey, Qi Sun, and Kaan Akşit

   In Optical Architectures for Displays and Sensing in Augmented, Virtual, and Mixed Reality (AR, VR, MR), San Francisco, California, USA, 2024

   DOI arXiv Bib HTML PDF

   @inproceedings{zhan2024autocolor,
     author = {Zhan, Yicheng and Kavaklı, Koray and Urey, Hakan and Sun, Qi and Akşit, Kaan},
     title = {{AutoColor: learned light power control for multi-color holograms}},
     volume = {12913},
     booktitle = {Optical Architectures for Displays and Sensing in Augmented, Virtual, and Mixed Reality (AR, VR, MR)},
     editor = {Argaman, Naamah and Hua, Hong and Nikolov, Daniel K.},
     organization = {International Society for Optics and Photonics},
     publisher = {SPIE},
     pages = {129130I},
     keywords = {AutoColor, multi-color holography, learning based, neural network, light intensity, holography dataset},
     year = {2024},
     location = {San Francisco, California, USA},
     doi = {10.1117/12.3000082},
   }

2. SIGGRAPH Asia

   

   Focal Surface Holographic Light Transport using Learned Spatially Adaptive Convolutions

   Chuanjun Zheng, Yicheng Zhan, Liang Shi, Ozan Cakmakci, and Kaan Akşit

   In SIGGRAPH Asia 2024 Technical Communications, Tokyo, Japan, 2024

   DOI arXiv Bib HTML PDF

   @inproceedings{zheng2024focal,
     author = {Zheng, Chuanjun and Zhan, Yicheng and Shi, Liang and Cakmakci, Ozan and Ak\c{s}it, Kaan},
     title = {Focal Surface Holographic Light Transport using Learned Spatially Adaptive Convolutions},
     year = {2024},
     isbn = {9798400711404},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     booktitle = {SIGGRAPH Asia 2024 Technical Communications},
     articleno = {28},
     numpages = {4},
     keywords = {Computer-Generated Holography, Light Transport, Optimization.},
     location = {Tokyo, Japan},
     series = {SA '24},
     doi = {10.1145/3681758.3697989},
   }