Selected Journal Papers:
[1] Sicheng Zhao, Huizai Yao, Chuang Lin, Yue Gao, Guiguang Ding. Multi-Source-Free Domain Adaptive Object Detection. International Journal of Computer Vision (IJCV) 132(12): 5950-5982, 2024.
[2] Sicheng Zhao, Xiaopeng Hong, Jufeng Yang, Yanyan Zhao, Guiguang Ding. Toward Label-Efficient Emotion and Sentiment Analysis. Proceedings of the IEEE (PIEEE) 111(10): 1159-1197, 2023.
[3] James Z. Wang, Sicheng Zhao, Chenyan Wu, Reginald B. Adams, Michelle G. Newman, Tal Shafir, Rachelle Tsachor. Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion. Proceedings of the IEEE (PIEEE) 111(10): 1236-1286, 2023.
[4] Sicheng Zhao, Xingxu Yao, Guoli Jia, Jufeng Yang, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer. Affective Image Content Analysis: Two Decades Review and New Perspectives. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 44(10): 6729-6751, 2022.
[5] Sicheng Zhao, Xiangyu Yue, Shanghang Zhang, Bo Li, Han Zhao, Bichen Wu, Ravi Krishna, Joseph E. Gonzalez, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Kurt Keutzer. A Review of Single-Source Deep Unsupervised Visual Domain Adaptation. IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 33(2): 473-493, 2022.
[6] Sicheng Zhao, Bo Li, Pengfei Xu, Xiangyu Yue, Guiguang Ding, Kurt Keutzer. MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation. International Journal of Computer Vision (IJCV) 129(8): 2399-2424, 2021.
[7] Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer. Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies. IEEE Signal Processing Magazine (SPM) 38(6): 59-73, 2021.
[8] Sicheng Zhao, Hongxun Yao, Yue Gao, Guiguang Ding, Tat-Seng Chua. Predicting Personalized Image Emotion Perceptions in Social Networks. IEEE Transactions on Affective Computing (TAFFC) 9(4): 526-540, 2018.
[9] Sicheng Zhao, Yue Gao, Guiguang Ding, Tat-Seng Chua. Real-Time Multimedia Social Event Detection in Microblog. IEEE Transactions on Cybernetics (TCYB) 48(11): 3218-3231, 2018.
[10] Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Guiguang Ding. Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression. IEEE Transactions on Multimedia (TMM) 19(3): 632-645, 2017.
Selected Conference Papers:
[1] Leqi Shen, Guoqiang Gong, Tianxiang Hao, Tao He, Yifeng Zhang, Pengzhang Liu, Sicheng Zhao, Jungong Han, Guiguang Ding. DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
[2] Leqi Shen, Tianxiang Hao, Tao He, Sicheng Zhao, Yifeng Zhang, Pengzhang Liu, Yongjun Bao, Guiguang Ding. TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval. International Conference on Learning Representations (ICLR), 2025.
[3] Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer. ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation. AAAI Conference on Artificial Intelligence (AAAI), pp. 3500-3509, 2021.
[4] Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer. Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources. The Web Conference (WWW), pp. 541-552, 2021.
[5] Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer. Multi-source Distilling Domain Adaptation. AAAI Conference on Artificial Intelligence (AAAI), pp. 12975-12983, 2020.
[6] Sicheng Zhao, Bo Li, Xiangyu Yue, Yang Gu, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer. Multi-Source Domain Adaptation for Semantic Segmentation. Advances in Neural Information Processing Systems (NeurIPS), pp. 7285-7298, 2019.
[7] Bichen Wu, Xuanyu Zhou, Sicheng Zhao, Xiangyu Yue, Kurt Keutzer. SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud. IEEE International Conference on Robotics and Automation (ICRA), pp. 4376-4382, 2019.
[8] Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong. Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data. IEEE International Conference on Computer Vision (ICCV), pp. 2100-2110, 2019.
[9] Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer. Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 9127-9135, 2018.
[10] Sicheng Zhao, Yue Gao, Xiaolei Jiang, Hongxun Yao, Tat-Seng Chua, Xiaoshuai Sun. Exploring Principles-of-Art Features for Image Emotion Recognition. ACM International Conference on Multimedia (ACM MM), pp. 47-56, 2014.
Full paper list:https://scholar.google.com/citations?user=LJiQRJIAAAAJ