| 2025 | EMNLP | X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning. | Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Zhiqiang Tao |
| 2025 | EMNLP | Visual Self-Refinement for Autoregressive Models. | Jiamian Wang, Ziqi Zhou, Chaithanya Kumar Mummadi, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Chen Qiu, Zhiqiang Tao |
| 2025 | EMNLP | MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper. | Runjia Zeng, Guangyan Sun, Qifan Wang, Tong Geng, Sohail A. Dianat, Xiaotian Han, Raghuveer Rao, Xueling Zhang, Cheng Han, Lifu Huang, Dongfang Liu |
| 2025 | ICCV | Structured Policy Optimization: Enhance Large Vision-Language Model via Self-Referenced Dialogue. | Guohao Sun, Can Qin, Yihao Feng, Zeyuan Chen, Ran Xu, Sohail A. Dianat, Majid Rabbani, Raghuveer Rao, Zhiqiang Tao |
| 2025 | ICIP | Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation. | Prasanna Reddy Pulakurthi, Majid Rabbani, Jamison Heard, Sohail A. Dianat, Celso M. de Melo, Raghuveer Rao |
| 2025 | ICLR | Re-Imagining Multimodal Instruction Tuning: A Representation View. | Yiyang Liu, James Chenhao Liang, Ruixiang Tang, Yugyung Lee, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Lifu Huang, Dongfang Liu, Qifan Wang, Cheng Han |
| 2024 | CVPR | Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval. | Jiamian Wang, Pichao Wang, Guohao Sun, Dongfang Liu, Sohail A. Dianat, Raghuveer Rao, Majid Rabbani, Zhiqiang Tao |
| 2024 | ECCV | AMD: Automatic Multi-step Distillation of Large-Scale Vision Models. | Cheng Han, Qifan Wang, Sohail A. Dianat, Majid Rabbani, Raghuveer M. Rao, Yi Fang, Qiang Guan, Lifu Huang, Dongfang Liu |
| 2024 | ICASSP | Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition. | Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Majid Rabbani, Jamison Heard, Raghuveer Rao |
| 2024 | ICLR | Image Translation as Diffusion Visual Programmers. | Cheng Han, James Chenhao Liang, Qifan Wang, Majid Rabbani, Sohail A. Dianat, Raghuveer Rao, Ying Nian Wu, Dongfang Liu |
| 2024 | ICML | Prototypical Transformer As Unified Motion Learners. | Cheng Han, Yawen Lu, Guohao Sun, James Chenhao Liang, Zhiwen Cao, Qifan Wang, Qiang Guan, Sohail A. Dianat, Raghuveer Rao, Tong Geng, Zhiqiang Tao, Dongfang Liu |
| 2012 | ICIP | Optimized vector bilateral filter for multispectral image denoising. | Honghong Peng, Raghuveer M. Rao, Sohail A. Dianat |
| 2012 | ICIP | Nonnegative matrix factorization with deterministic annealing for unsupervised unmixing of hyperspectral imagery. | Honghong Peng, Raghuveer M. Rao, Sohail A. Dianat |
| 2012 | IPAS | An automatic approach for 3D registration of CT scans. | Yang Hu, Eli Saber, Sohail A. Dianat, Sreenath Rao Vantaram, Vishwas Abhyankar |
| 2011 | ICIP | Semi-automatic 3-D segmentation of Computed Tomographic imagery by iterative gradient-driven volume growing. | Sreenath Rao Vantaram, Eli Saber, Sohail A. Dianat, Yang Hu, Vishwas Abhyankar |
| 2010 | ICIP | Point-and-click region based method for color editing and control for digital color printers. | Siyu Zhu, Sohail A. Dianat, Lalit K. Mestha |
| 2009 | ICIP | A multidimensional smoothing algorithm with applications to digital color printer calibration. | Sohail A. Dianat, Bruce Brewington, Lalit K. Mestha |
| 2009 | ICIP | An adaptive and progressive approach for efficient Gradient-based multiresolution color image segmentation. | Sreenath Rao Vantaram, Eli Saber, Sohail A. Dianat, Mark Q. Shaw, Ranjit Bhaskar |
| 2008 | IPAS | Identification and ranking of relevant image content. | Mustafa I. Jaber, Eli Saber, Sohail A. Dianat, Mark Q. Shaw, Ranjit Bhaskar |
| 2007 | ICASSP | SNR Estimation in Nakagami Fading Channels with Arbitrary Constellation. | Sohail A. Dianat |
| 2006 | CISS | Finding Input Data Rates of Statistically Multiplexed Traffic. | Rajesh Narasimha, Raghuveer M. Rao, Sohail A. Dianat |
| 2006 | ICASSP | Dynamic Optimization Algorithm For Generating Inverse Printer Map With Reduced Measurements. | Sohail A. Dianat, Lalit K. Mestha, Athimootitil Mathew |
| 2002 | VTC | Blind adaptive decision feedback multiuser detector for DS-CDMA with power estimation. | Rajesh Narasimha, Sohail A. Dianat |
| 1992 | ICASSP | Cross-bispectrum computation for multichannel quadratic phase coupling estimation. | Raghuveer M. Rao, Sohail A. Dianat |
| 1990 | ICASSP | Fast algorithms for bispectral reconstruction of two-dimensional signals. | Sohail A. Dianat, Raghuveer M. Rao |
| 1989 | ICASSP | Bispectrum phase transformation for non-minimum phase signal reconstruction. | Sohail A. Dianat, M. R. Raghuveer |
| 1989 | ICASSP | Polyspectral factorization: necessary and sufficient condition for finite extent cumulant sequences. | Sohail A. Dianat, M. R. Raghuveer |
| 1983 | ICASSP | A finite step adaptive implementation of the Pisarenko's harmonic retrieval method in colored noise. | Tapan K. Sarkar, Sohail A. Dianat, S. M. Rao |