| 2026 | WACV | AugMapNet: Improving Spatial Latent Structure via BEV Grid Augmentation for Enhanced Vectorized Online HD Map Construction. | Thomas Monninger, Md Zafar Anwar, Stanislaw Antol, Steffen Staab, Sihao Ding |
| 2026 | WACV | NavMapFusion: Diffusion-based Fusion of Navigation Maps for Online Vectorized HD Map Construction. | Thomas Monninger, Zihan Zhang, Steffen Staab, Sihao Ding |
| 2025 | ICIP | Diffuse and Refine Latent Prior with Transformers For Neural ISP. | Zhipeng Mo, Wenbo Li, Sihao Ding |
| 2025 | IROS | MapDiffusion: Generative Diffusion for Vectorized Online HD Map Construction and Uncertainty Estimation in Autonomous Driving. | Thomas Monninger, Zihan Zhang, Zhipeng Mo, Md Zafar Anwar, Steffen Staab, Sihao Ding |
| 2024 | ICLR | Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. | Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He |
| 2024 | WWW | Understanding and Counteracting Feature-Level Bias in Click-Through Rate Prediction. | Jinqiu Jin, Sihao Ding, Wenjie Wang, Fuli Feng |
| 2023 | ICLR | Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations. | Shuangshuang Chen, Sihao Ding, Yiannis Karayiannidis, Mrten Bjrkman |
| 2023 | IROS | F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving. | Ekta U. Samani, Feng Tao, Dasari Harshavardhan Reddy, Sihao Ding, Ashis G. Banerjee |
| 2022 | KDD | Addressing Unmeasured Confounder for Recommendation with Sensitivity Analysis. | Sihao Ding, Peng Wu, Fuli Feng, Yitong Wang, Xiangnan He, Yong Liao, Yongdong Zhang |
| 2022 | SIGIR | Interpolative Distillation for Unifying Biased and Debiased Recommendation. | Sihao Ding, Fuli Feng, Xiangnan He, Jinqiu Jin, Wenjie Wang, Yong Liao, Yongdong Zhang |
| 2021 | IJCAI | Monte Carlo Filtering Objectives. | Shuangshuang Chen, Sihao Ding, Yiannis Karayiannidis, Mrten Bjrkman |
| 2021 | ICRA | Cirrus: A Long-range Bi-pattern LiDAR Dataset. | Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu |
| 2015 | ICRA | Human feet tracking guided by locomotion model. | Ying Li, Sihao Ding, Qiang Zhai, Yuan F. Zheng, Dong Xuan |
| 2015 | INFOCOM | VM-tracking: Visual-motion sensing integration for real-time human tracking. | Qiang Zhai, Sihao Ding, Xinfeng Li, Fan Yang, Jin Teng, Junda Zhu, Dong Xuan, Yuan F. Zheng, Wei Zhao |
| 2013 | AVSS | Robust video-based face recognition by sequential sample consensus. | Sihao Ding, Ying Li, Junda Zhu, Yuan F. Zheng, Dong Xuan |
| 2013 | ISI | Side-view face authentication based on wavelet and random forest with subsets. | Sihao Ding, Qiang Zhai, Yuan F. Zheng, Dong Xuan |