| 2027 | EDBT | Benchmarking Framework for Hybrid Relational-Vector Database Systems. | Ayush Singh, Kaustubh Beedkar, Srinivas Karthik, Harish Doraiswamy, Srikanta Bedathur |
| 2026 | ACL | The Inner Monologue of Language Models: When Reasoning Traces Reveal More Than They Hide. | Pratham Singla, Shivank Garg, Ayush Singh, Ishan Garg, Ketan Suhaas Saichandran |
| 2026 | EACL | COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts. | Ayush Singh, Dishank Aggarwal, Pranav Bhagat, Ainulla Khan, Sameer Malik, Amar Prakash Azad |
| 2026 | WACV | RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph. | Sameer Malik, Ayush Singh, Moyuru Yamada, Dishank Aggarwal |
| 2025 | ACL | IPO: Your Language Model is Secretly a Preference Classifier. | Shivank Garg, Ayush Singh, Shweta Singh, Paras Chopra |
| 2025 | KDD | TAG2M- A Task-Agnostic Knowledge Distillation Framework for Distilling GNN to MLP. | Ram Ganesh V, Ayush Singh, Aditi Rai, Harsh Pal, Deepanshu Bagotia, Akshay Sethi, Aakarsh Malhotra, Sayan Ranu |
| 2024 | AAAI | Semi-supervised Active Learning for Video Action Detection. | Ayush Singh, Aayush Jung Rana, Akash Kumar, Shruti Vyas, Yogesh Singh Rawat |
| 2023 | RANLP | Taxonomy-Based Automation of Prior Approval Using Clinical Guidelines. | Saranya Krishnamoorthy, Ayush Singh |
| 2020 | ECCV | Single Image Dehazing for a Variety of Haze Scenarios Using Back Projected Pyramid Network. | Ayush Singh, Ajay Bhave, Dilip K. Prasad |
| 2019 | VTC | CCAPS: Cooperative Context Aware Privacy Scheme for VANETs. | Pranav Kumar Singh, Dharmesh Chourasiya, Ayush Singh, Sunit Kumar Nandi, Sukumar Nandi |