Escaping the Big Data Paradigm with Compact Transformers. - Ali Hassani 001; Steven Walton 001; Nikhil Shah; Abulikemu Abuduweili; Jiachen Li 003; Humphrey Shi (CoRR, 2021)

DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering. - Ali Hassani 001; Amir Iranmanesh; Mahdi Eftekhari; Abbas Salemi (Int. J. Mach. Learn. Cybern., 2021)

Text mining using nonnegative matrix factorization and latent semantic analysis. - Ali Hassani 001; Amir Iranmanesh; Najme Mansouri (Neural Comput. Appl., 2021)

DiSparse: Disentangled Sparsification for Multitask Model Compression. - Xinglong Sun; Ali Hassani 001; Zhangyang Wang; Gao Huang 001; Humphrey Shi (CVPR, 2022)

AdaFocusV3: On Unified Spatial-Temporal Dynamic Video Recognition. - Yulin Wang 002; Yang Yue; Xinhong Xu; Ali Hassani 001; Victor Kulikov; Nikita Orlov; Shiji Song; Humphrey Shi; Gao Huang 001 (ECCV (4), 2022)

Dilated Neighborhood Attention Transformer. - Ali Hassani 001; Humphrey Shi (CoRR, 2022)

StyleNAT: Giving Each Head a New Perspective. - Steven Walton 001; Ali Hassani 001; Xingqian Xu; Zhangyang Wang; Humphrey Shi (CoRR, 2022)

Neighborhood Attention Transformer. - Ali Hassani 001; Steven Walton 001; Jiachen Li 003; Shen Li; Humphrey Shi (CVPR, 2023)

OneFormer: One Transformer to Rule Universal Image Segmentation. - Jitesh Jain; Jiachen Li 003; MangTik Chiu; Ali Hassani 001; Nikita Orlov; Humphrey Shi (CVPR, 2023)

ConvMLP: Hierarchical Convolutional MLPs for Vision. - Jiachen Li 003; Ali Hassani 001; Steven Walton 001; Humphrey Shi (CVPR Workshops, 2023)

FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude. - Feng Liu 037; Ryan Ashbaugh; Nicholas Chimitt; Najmul Hassan; Ali Hassani 001; Ajay Jaiswal; Minchul Kim; Zhiyuan Mao; Christopher Perry; Zhiyuan Ren; Yiyang Su; Pegah Varghaei; et al. (CoRR, 2023)

Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level. - Ali Hassani 001; Wen-Mei Hwu; Humphrey Shi (NeurIPS, 2024)

FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude. - Feng Liu 037; Ryan Ashbaugh; Nicholas Chimitt; Najmul Hassan; Ali Hassani 001; Ajay Jaiswal; Minchul Kim; Zhiyuan Mao; Christopher Perry; Zhiyuan Ren; Yiyang Su; Pegah Varghaei; et al. (WACV, 2024)

Efficient Image Generation with Variadic Attention Heads. - Steven Walton 001; Ali Hassani 001; Xingqian Xu; Zhangyang Wang; Humphrey Shi (CVPR Workshops, 2025)

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control. - Hassan Abu Alhaija; José M. Álvarez 004; Maciej Bala; Tiffany Cai; Tianshi Cao; Liz Cha; Joshua Chen; Mike Chen; Francesco Ferroni; Sanja Fidler; Dieter Fox; Yunhao Ge; et al. (CoRR, 2025)

Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light. - Ali Hassani 001; Fengzhe Zhou; Aditya Kane; Jiannan Huang 002; Chieh-Yun Chen; Min Shi; Steven Walton 001; Markus Hoehnerbach; Vijay Thakkar; Michael Isaev; Qinsheng Zhang; Bing Xu; et al. (CoRR, 2025)