Beyond Observed Connections : Link Injection. - Jie Bu; M. Maruf; Arka Daw (CoRR, 2020)

PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics. - Arka Daw; M. Maruf; Anuj Karpatne (KDD, 2021)

Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM). - Jie Bu; Arka Daw; M. Maruf; Anuj Karpatne (NeurIPS, 2021)

Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach. - M. Maruf; Anuj Karpatne (SDM, 2021)

Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation. - M. Maruf; Arka Daw; Amartya Dutta; Jie Bu; Anuj Karpatne (CoRR, 2023)

Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution. - Mridul Khurana; Arka Daw; M. Maruf; Josef C. Uyeda; Wasila M. Dahdul; Caleb Charpentier; Yasin Bakis; Henry L. Bart Jr.; Paula M. Mabee; Hilmar Lapp; James P. Balhoff; Wei-Lun Chao; et al. (ECCV (89), 2024)

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images. - M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Harish Babu Manogaran; Abhilash Neog; Medha Sawhney; Mridul Khurana; James P. Balhoff; Yasin Bakis; Bahadir Altintas; Matthew J. Thompson; Elizabeth G. Campolongo; et al. (NeurIPS, 2024)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Harish Babu Manogaran; Abhilash Neog; Mridul Khurana; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; Hilmar Lapp; et al. (CoRR, 2024)

What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits. - Harish Babu Manogaran; M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Caleb Charpentier; Josef C. Uyeda; Wasila M. Dahdul; Matthew J. Thompson; Elizabeth G. Campolongo; Kaiya Provost; Paula M. Mabee; Hilmar Lapp; et al. (CoRR, 2024)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Abhilash Neog; Harish Babu Manogaran; Mridul Khurana; Zhenyang Feng; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; et al. (CVPR, 2025)

What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits. - Harish Babu Manogaran; M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Caleb Patrick Charpentier; Josef C. Uyeda; Wasila M. Dahdul; Matthew J. Thompson; Elizabeth G. Campolongo; Kaiya L. Provost; Wei-Lun Chao; Tanya Y. Berger-Wolf; et al. (ICLR, 2025)

Open World Scene Graph Generation using Vision Language Models. - Amartya Dutta; Kazi Sajeed Mehrab; Medha Sawhney; Abhilash Neog; Mridul Khurana; Sepideh Fatemi Khorasgani; Aanish Pradhan; M. Maruf; Ismini Lourentzou; Arka Daw; Anuj Karpatne (CoRR, 2025)