| 2026 | ISIT | Log-Likelihood Loss for Semantic Compression. | Anuj Kumar Yadav, Dan Song, Yanina Y. Shkel, Ayfer zgr |
| 2025 | CVPR | BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training. | Xuanpu Zhang, Dan Song, Pengxin Zhan, Tianyu Chang, Jianhao Zeng, Qingguo Chen, Weihua Luo, An-An Liu |
| 2025 | ISIT | A Markov Property of Empirical Distributions and the Performance of Compression-Based Denoisers. | Dan Song, Ayfer zgr, Tsachy Weissman |
| 2024 | CVPR | CAT-DM: Controllable Accelerated Virtual Try-On with Diffusion Model. | Jianhao Zeng, Dan Song, Weizhi Nie, Hongshuo Tian, Tongtong Wang, An-An Liu |
| 2023 | CVPR | StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping. | Diqiong Jiang, Dan Song, Ruofeng Tong, Min Tang |
| 2023 | MICCAI | Chest X-ray Image Classification: A Causal Perspective. | Weizhi Nie, Chen Zhang, Dan Song, Yunpeng Bai, Keliang Xie, An-An Liu |
| 2023 | SMC | Instrumental Variable Learning for Chest X-ray Classification. | Weizhi Nie, Chen Zhang, Dan Song, Yunpeng Bai, Keliang Xie, Anan Liu |
| 2023 | WiOpt | Improved Predictive Beam Tracking in ISAC Based on Transceiver Division Structure. | Caiyu Zhang, Dan Song, Chee-Wei Tan, Congduan Li |
| 2022 | GLOBECOM | Shaped TCM with List Decoding that Exceeds the RCU Bound by Optimizing a Union Bound on FER. | Dan Song, Felipe Areces, Linfang Wang, Richard D. Wesel |
| 2022 | ISIT | Efficiently Computable Converses for Finite-Blocklength Communication. | Felipe Areces, Dan Song, Richard D. Wesel, Aaron B. Wagner |
| 2022 | MICCAI | CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. | Weiwei Cui, Yaqi Wang, Yilong Li, Dan Song, Xingyong Zuo, Jiaojiao Wang, Yifan Zhang, Huiyu Zhou, Bungsan Chong, Liaoyuan Zeng, Qianni Zhang |
| 2021 | AAAI | Toward Realistic Virtual Try-on Through Landmark Guided Shape Matching. | Guoqiang Liu, Dan Song, Ruofeng Tong, Min Tang |
| 2021 | WCNC | Jointly Optimal Fair Data Collection and Trajectory Design Algorithms in UAV-Aided Cellular Networks. | Dan Song, Xiangping Bryce Zhai, Xin Liu, Chee-Wei Tan |
| 2020 | IJCAI | Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval. | Yuting Su, Yuqian Li, Dan Song, Weizhi Nie, Wenhui Li, An-An Liu |
| 2020 | IJCAI | Hierarchical Instance Feature Alignment for 2D Image-Based 3D Shape Retrieval. | Heyu Zhou, Weizhi Nie, Wenhui Li, Dan Song, An-An Liu |
| 2020 | ITW | Finite-Support Capacity-Approaching Distributions for AWGN Channels. | Derek Xiao, Linfang Wang, Dan Song, Richard D. Wesel |
| 2018 | BMVC | Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation. | Chengyang Li, Dan Song, Ruofeng Tong, Min Tang |
| 2016 | FUSION | Object recognition and identification using ESM data. | Ehsan Taghavi, Dan Song, Ratnasingham Tharmarasa, Thia Kirubarajan, Anne-Claire Boury-Brisset, Bhashyam Balaji |
| 2015 | CASC | Safety Verification of Hybrid Systems Using Certified Multiple Lyapunov-Like Functions. | Zhikun She, Dan Song, Meilun Li |
| 2013 | ICRA | A probabilistic framework for task-oriented grasp stability assessment. | Yasemin Bekiroglu, Dan Song, Lu Wang, Danica Kragic |
| 2013 | IROS | Contextual modeling with labeled multi-LDA. | Cheng Zhang, Dan Song, Hedvig Kjellstrm |
| 2013 | ICRA | Predicting human intention in visual observations of hand/object interactions. | Dan Song, Nikolaos Kyriazis, Iason Oikonomidis, Chavdar Papazov, Antonis A. Argyros, Darius Burschka, Danica Kragic |
| 2012 | ICRA | From object categories to grasp transfer using probabilistic reasoning. | Marianna Madry, Dan Song, Danica Kragic |
| 2011 | IROS | Embodiment-specific representation of robot grasping using graphical models and latent-space discretization. | Dan Song, Carl Henrik Ek, Kai Huebner, Danica Kragic |
| 2011 | ICRA | Multivariate discretization for Bayesian Network structure learning in robot grasping. | Dan Song, Carl Henrik Ek, Kai Huebner, Danica Kragic |
| 2010 | ICNC | Immune Algorithm Based on Evaluation Mechanism. | Dan Song |
| 2010 | IROS | Learning task constraints for robot grasping using graphical models. | Dan Song, Kai Huebner, Ville Kyrki, Danica Kragic |
| 2006 | CIS | An Improved Ant Colony System and Its Application. | Xiangpei Hu, Qiulei Ding, Yongxian Li, Dan Song |
| 2006 | KSEM | Measuring Similarity in the Semantic Representation of Moving Objects in Video. | Miyoung Cho, Dan Song, Chang Choi, Pankoo Kim |
| 2006 | PKAW | Knowledge Representation for Video Assisted by Domain-Specific Ontology. | Dan Song, Miyoung Cho, Chang Choi, Juhyun Shin, Jong-An Park, Pankoo Kim |