| 2024 | CVPR | FairRAG: Fair Human Generation via Fair Retrieval Augmentation. | Robik Shrestha, Yang Zou, Qiuyu Chen, Zhiheng Li, Yusheng Xie, Siqi Deng |
| 2024 | CVPR | Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity. | Zhenlin Xu, Yi Zhu, Siqi Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo |
| 2023 | ICANN | Prototype Contrastive Learning for Personalized Federated Learning. | Siqi Deng, Liu Yang |
| 2023 | WACV | Harnessing Unrecognizable Faces for Improving Face Recognition. | Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto |
| 2023 | SC | NPAT - A Power Analysis Tool at NERSC. | Andy Zhang, Sridutt Bhalachandra, Siqi Deng, Zhengji Zhao |
| 2022 | CLUSTER | Shasta Log Aggregation, Monitoring and Alerting in HPC Environments with Grafana Loki and ServiceNow. | Elizabeth Bautista, Nitin Sukhija, Siqi Deng |
| 2022 | CVPR | Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions. | De'Aira Bryant, Siqi Deng, Nashlie Sephus, Wei Xia, Pietro Perona |
| 2022 | DCC | A fast geometric prediction merge mode decision algorithm based on CU gradient for VVC. | Mengmeng Zhang, Siqi Deng, Zhi Liu |
| 2022 | ECCV | Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition. | Alexandra Chouldechova, Siqi Deng, Yongxin Wang, Wei Xia, Pietro Perona |
| 2022 | ECCV | The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting. | Justin Kay, Peter Kulits, Suzanne Stathatos, Siqi Deng, Erik Young, Sara Beery, Grant Van Horn, Pietro Perona |
| 2022 | PRICAI | Two-Stream Communication-Efficient Federated Pruning Network. | Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu |
| 2021 | CVPR | Positive-Congruent Training: Towards Regression-Free Model Updates. | Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto |
| 2020 | MEDES | Event Management and Monitoring Framework for HPC Environments using ServiceNow and Prometheus. | Nitin Sukhija, Elizabeth Bautista, Owen James, Daniel Gens, Siqi Deng, Yulok Lam, Tony Quan, Basil Lalli |
| 2016 | IJCNN | Online variational Bayesian Support Vector Regression. | Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li |