Fast inverse design of microstructures via generative invariance networks. - Xian Yeow Lee; Joshua R. Waite; Chih-Hsuan Yang; Balaji Sesha Sarath Pokuri; Ameya Joshi; Aditya Balu; Chinmay Hegde; Baskar Ganapathysubramanian; Soumik Sarkar (Nat. Comput. Sci., 2021)

Active shooter detection and robust tracking utilizing supplemental synthetic data. - Joshua R. Waite; Jiale Feng; Riley Tavassoli; Laura M. Harris; Sin Yong Tan; Subhadeep Chakraborty; Soumik Sarkar (CoRR, 2023)

Few-shot deep learning for AFM force curve characterization of single-molecule interactions. - Joshua R. Waite; Sin Yong Tan; Homagni Saha; Soumik Sarkar; Anwesha Sarkar (Patterns, 2023)

DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models. - Nastaran Saadati; Minh Pham 005; Nasla Saleem; Joshua R. Waite; Aditya Balu; Zhanhong Jiang; Chinmay Hegde; Soumik Sarkar (CVPR, 2024)

RLS3: RL-Based Synthetic Sample Selection to Enhance Spatial Reasoning in Vision-Language Models for Indoor Autonomous Perception. - Joshua R. Waite; Md. Zahid Hasan; Qisai Liu; Zhanhong Jiang; Chinmay Hegde; Soumik Sarkar (ICCPS, 2025)

Enhancing PPO with Trajectory-Aware Hybrid Policies. - Qisai Liu; Zhanhong Jiang; Hsin-Jung Yang; Mahsa Khosravi; Joshua R. Waite; Soumik Sarkar (CoRR, 2025)

FUSE: First-Order and Second-Order Unified SynthEsis in Stochastic Optimization. - Zhanhong Jiang; Md. Zahid Hasan; Aditya Balu; Joshua R. Waite; Genyi Huang; Soumik Sarkar (CoRR, 2025)

Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree. - Mahsa Khosravi; Zhanhong Jiang; Joshua R. Waite; Sarah E. Jones; Hernan Torres; Arti Singh; Baskar Ganapathysubramanian; Asheesh Kumar Singh; Soumik Sarkar (CoRR, 2025)

Bidirectional Linear Recurrent Models for Sequence-Level Multisource Fusion. - Qisai Liu; Zhanhong Jiang; Joshua R. Waite; Chao Liu 028; Aditya Balu; Soumik Sarkar (CoRR, 2025)

DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models. - Nastaran Saadati; Zhanhong Jiang; Joshua R. Waite; Shreyan Ganguly; Aditya Balu; Chinmay Hegde; Soumik Sarkar (CoRR, 2025)