| 2025 | SMC | Enhancing Visual Aesthetics in Stable Diffusion: A Reinforcement Learning Approach. | Junyong You, Yuan Lin, Bin Hu |
| 2024 | IJCNN | Gated Transformer Representing Region Importance for Image Quality Assessment. | Junyong You, Yuan Lin, Jari Korhonen |
| 2023 | HealthCom | On the Explainable Detection of Stress Levels Using Heart Rate Variability Based Deep Neural Networks. | Yuan Lin, Debasish Ghose, Jari Korhonen, Junyong You, Soumya P. Dash |
| 2023 | ICIP | Half of an Image is Enough for Quality Assessment. | Junyong You, Yuan Lin, Jari Korhonen |
| 2023 | ISCAS | Apples and Oranges? Assessing Image Quality over Content Recognition. | Junyong You, Zheng Zhang |
| 2023 | MMM | Fast Accurate Fish Recognition with Deep Learning Based on a Domain-Specific Large-Scale Fish Dataset. | Yuan Lin, Zhaoqi Chu, Jari Korhonen, Jiayi Xu, Xiangrong Liu, Juan Liu, Min Liu, Lvping Fang, Weidi Yang, Debasish Ghose, Junyong You |
| 2022 | ICIP | Efficient Transformer with Locally Shared Attention for Video Quality Assessment. | Junyong You, Yuan Lin |
| 2022 | ICIP | Explore Spatial and Channel Attention in Image Quality Assessment. | Junyong You, Jie Yan |
| 2021 | ICIP | Transformer For Image Quality Assessment. | Junyong You, Jari Korhonen |
| 2020 | ICIP | Attention Boosted Deep Networks For Video Classification. | Junyong You, Jari Korhonen |
| 2019 | ICIP | Deep Neural Networks for No-Reference Video Quality Assessment. | Junyong You, Jari Korhonen |
| 2019 | VCIP | Weather Data Integrated Mask R-CNN for Automatic Road Surface Condition Monitoring. | Junyong You |
| 2016 | ICIP | Perceptual contrast sensitivity based video quality assessment in DCT domain. | Junyong You |
| 2014 | ICIP | Quality of dirty: A decision making assessment methodology for automatic license plate recognition under dirtied conditions. | Junyong You, Hans Christian Bolstad, Andrew Perkis |
| 2013 | QoMEX | Stereoscopic quality datasets under various test conditions. | Liyuan Xing, Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2013 | VCIP | Enhancing coded video quality with perceptual foveation driven bit allocation strategy. | Junyong You, Xue-Cheng Tai |
| 2012 | ICIP | Video quality metric based on fixation prediction and foveal imaging. | Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2012 | QoMEX | How to evaluate objective video quality metrics reliably. | Jari Korhonen, Nino Burini, Junyong You, Ehsan Nadernejad |
| 2012 | QoMEX | Peak signal-to-noise ratio revisited: Is simple beautiful? | Jari Korhonen, Junyong You |
| 2011 | ICIP | Objective metrics for quality of experience in stereoscopic images. | Liyuan Xing, Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2011 | ICIP | Audiovisual quality fusion based on relative multimodal complexity. | Junyong You, Jari Korhonen, Ulrich Reiter |
| 2011 | QoMEX | Subjective comparison of temporal and quality scalability. | Jari Korhonen, Ulrich Reiter, Junyong You |
| 2011 | QoMEX | Subjective visual quality assessment in the presence of audio for Digital Cinema. | Fitri N. Rahayu, Ulrich Reiter, Junyong You, Andrew Perkis, Touradj Ebrahimi |
| 2010 | ICASSP | Spatial and temporal pooling of image quality metrics for perceptual video quality assessment on packet loss streams. | Junyong You, Jari Korhonen, Andrew Perkis |
| 2010 | ICIP | On the relationship between perceptual impact of source and channel distortions in video sequences. | Jari Korhonen, Ulrich Reiter, Junyong You |
| 2010 | ICIP | Spatial noise shaping using convex optimization for perceptual image coding. | Mark R. Pickering, Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2010 | ICIP | A perceptual quality metric for stereoscopic crosstalk perception. | Liyuan Xing, Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2010 | MMSP | An objective metric for assessing quality of experience on stereoscopic images. | Liyuan Xing, Junyong You, Touradj Ebrahimi, Andrew Perkis |
| 2009 | ICIP | An objective video quality metric based on spatiotemporal distortion. | Junyong You, Miska M. Hannuksela, Moncef Gabbouj |