| 2026 | EACL | ShopperBench: A Benchmark for Personalized Shopping with Persona-Guided Simulation. | Yuan Ling, Chunqing Yuan, Shujing Dong, Yongjian Yang, Nataraj Mocherla, Ayush Goyal |
| 2025 | EMNLP | Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework. | Meng-Chen Wu, Si-Chi Chin, Tess Wood, Ayush Goyal, Narayanan Sadagopan |
| 2025 | IJCNN | LentEx: Generalizable Latent Entity Extraction via Synthetic Data and Instruction-Tuned LLMs. | Umesh Bodhwani, Yuan Ling, Cibi Chakravarthy Senthilkumar, Shujing Dong, Yarong Feng, Hongfei Li, Ayush Goyal |
| 2020 | HIS | Enhancing Assistive Technology with Biomimicry and Social Robots. | Saurav Gandhi, Ayush Goyal |
| 2019 | COMSNETS | Representation Learning on Graphs by Integrating Content and Structure Information. | Ayush Maheshwari, Ayush Goyal, Amit Kumar, Manjesh Kumar Hanawal, Ganesh Ramakrishnan |
| 2018 | ISDA | Hybrid Segmentation of Malaria-Infected Cells in Thin Blood Slide Images. | Sayantan Bhattacharya, Anupama Bhan, Ayush Goyal |
| 2010 | EuroPar | Parallel Simulation for Parameter Estimation of Optical Tissue Properties. | Mihai C. Duta, Jeyarajan Thiyagalingam, Anne E. Trefethen, Ayush Goyal, Vicente Grau, Nic Smith |
| 2009 | ICS | A parallel levenberg-marquardt algorithm. | Jun Cao, Krista A. Novstrup, Ayush Goyal, Samuel P. Midkiff, James M. Caruthers |