Learning-Based Conditional Image Coder Using Color Separation. - Panqi Jia; Ahmet Burakhan Koyuncu; Georgii Gaikov; Alexander Karabutov; Elena Alshina; André Kaup (PCS, 2022)

Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model. - Panqi Jia; Ahmet Burakhan Koyuncu; Jue Mao; Ze Cui; Yi Ma; Tiansheng Guo; Timofey Solovyev; Alexander Karabutov; Yin Zhao; Jing Wang; Elena Alshina; André Kaup (PCS, 2024)

Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization. - Panqi Jia; Jue Mao; Esin Koyuncu; Ahmet Burakhan Koyuncu; Timofey Solovyev; Alexander Karabutov; Yin Zhao; Elena Alshina; André Kaup (VCIP, 2024)

Efficient Contextformer: Spatio-Channel Window Attention for Fast Context Modeling in Learned Image Compression. - Ahmet Burakhan Koyuncu; Panqi Jia; Atanas Boev; Elena Alshina; Eckehard G. Steinbach (IEEE Trans. Circuits Syst. Video Technol., 2024)

Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image Compression. - Mohsen Jenadeleh; Jon Sneyers; Panqi Jia; Shima Mohammadi; João Ascenso; Dietmar Saupe (CoRR, 2025)