Sensorimotor Cross-Behavior Knowledge Transfer for Grounded Category Recognition. - Gyan Tatiya; Ramtin Hosseini; Michael C. Hughes; Jivko Sinapov (ICDL-EPIROB, 2019)

Pathway Activity Analysis and Metabolite Annotation for Untargeted Metabolomics using Probabilistic Modeling. - Ramtin Hosseini; Neda Hassanpour; Li-Ping Liu 001; Soha Hassoun (CoRR, 2019)

Learning by Self-Explanation, with Application to Neural Architecture Search. - Ramtin Hosseini; Pengtao Xie (CoRR, 2020)

A Framework for Sensorimotor Cross-Perception and Cross-Behavior Knowledge Transfer for Object Categorization. - Gyan Tatiya; Ramtin Hosseini; Michael C. Hughes; Jivko Sinapov (Frontiers Robotics AI, 2020)

DSRNA: Differentiable Search of Robust Neural Architectures. - Ramtin Hosseini; Xingyi Yang; Pengtao Xie (CVPR, 2021)

A Framework for Multisensory Foresight for Embodied Agents. - Xiaohui Chen; Ramtin Hosseini; Karen Panetta; Jivko Sinapov (ICRA, 2021)

Learning from Mistakes - a Framework for Neural Architecture Search. - Bhanu Garg; Li Zhang; Pradyumna Sridhara; Ramtin Hosseini; Eric P. Xing; Pengtao Xie (AAAI, 2022)

ACuTE: Automatic Curriculum Transfer from Simple to Complex Environments. - Yash Shukla; Christopher Thierauf; Ramtin Hosseini; Gyan Tatiya; Jivko Sinapov (AAMAS, 2022)

Multi-Objective Diverse Human Motion Prediction with Knowledge Distillation. - Hengbo Ma; Jiachen Li 001; Ramtin Hosseini; Masayoshi Tomizuka; Chiho Choi (CVPR, 2022)

Image Understanding by Captioning with Differentiable Architecture Search. - Ramtin Hosseini; Pengtao Xie (ACM Multimedia, 2022)

Saliency-Aware Neural Architecture Search. - Ramtin Hosseini; Pengtao Xie (NeurIPS, 2022)

Fair and Accurate Decision Making through Group-Aware Learning. - Ramtin Hosseini; Li Zhang; Bhanu Garg; Pengtao Xie (ICML, 2023)

Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy. - Ramtin Hosseini; Li Zhang; Bhanu Garg; Pengtao Xie (CoRR, 2023)

Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. - Han Guo; Ramtin Hosseini; Ruiyi Zhang; Sai Ashish Somayajula; Ranak Roy Chowdhury; Rajesh K. Gupta 001; Pengtao Xie (Trans. Mach. Learn. Res., 2025)

Learning From Mistakes: A Multilevel Optimization Framework. - Li Zhang; Bhanu Garg; Pradyumna Sridhara; Ramtin Hosseini; Pengtao Xie (IEEE Trans. Artif. Intell., 2025)