| 2026 | ACL | UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision. | Zhen Fang, Ruiyan Han, XinYu Sun, Yuchen Ma, Ziheng Wang, Yu Zeng, Zehui Chen, Lin Chen, Wenxuan Huang, Wei-Jie Xu, Yi Cao, Feng Zhao |
| 2026 | PPoPP | A Distributed Matrix-Block-Vector Multiplication in Presence of System Performance Variability. | Yuchen Ma, Bin Ren, Andreas Stathopoulos |
| 2025 | ASPDAC | TRIFP-DCIM: A Toggle-Rate-Immune Floating-point Digital Compute-in-Memory Design with Adaptive-Asymmetric Compute-Tree. | Xing Wang, Tianhui Jiao, Shaochen Li, Yuchen Ma, Zhican Zhang, Zhichao Liu, Xi Chen, Xin Si |
| 2025 | KDD | A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments. | Yuchen Ma, Jonas Schweisthal, Hengrui Zhang, Stefan Feuerriegel |
| 2023 | CIKM | Forward Creation, Reverse Selection: Achieving Highly Pertinent Multimodal Responses in Dialogue Contexts. | Ge Luo, Manman Zhang, Yuchen Ma, Sheng Li, Zhenxing Qian, Xinpeng Zhang |
| 2022 | BMVC | Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. | Yuchen Ma, Yanbei Chen, Zeynep Akata |
| 2021 | CVPR | Generalized Few-Shot Object Detection Without Forgetting. | Zhibo Fan, Yuchen Ma, Zeming Li, Jian Sun |
| 2021 | CVPR | IQDet: Instance-Wise Quality Distribution Sampling for Object Detection. | Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun |
| 2020 | ECCV | BorderDet: Border Feature for Dense Object Detection. | Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun |
| 2020 | ICCS | DeepAD: A Joint Embedding Approach for Anomaly Detection on Attributed Networks. | Dali Zhu, Yuchen Ma, Yinlong Liu |
| 2020 | ISCC | Anomaly Detection with Deep Graph Autoencoders on Attributed Networks. | Dali Zhu, Yuchen Ma, Yinlong Liu |
| 2020 | TrustCom | A Flexible Attentive Temporal Graph Networks for Anomaly Detection in Dynamic Networks. | Dali Zhu, Yuchen Ma, Yinlong Liu |
| 2019 | ISCC | FSNet: Android Malware Detection with Only One Feature. | Dali Zhu, Yuchen Ma, Tong Xi, Yiming Zhang |
| 2017 | KSEM | Device-Free Intruder Sensing Leveraging Fine-Grained Physical Layer Signatures. | Dali Zhu, Na Pang, Weimiao Feng, Muhmmad Al-Khiza'ay, Yuchen Ma |
| 2016 | SC | Optimizing Sparse Tensor Times Matrix on Multi-core and Many-Core Architectures. | Jiajia Li, Yuchen Ma, Chenggang Yan, Richard W. Vuduc |