| Time | Session |
|---|---|
| 8:30am–9:00am | Welcome Address (Prasad Deshpande & Shiv Kumar Saini) |
| 9:00am–9:45am | Keynote Talk 1: Aditya Parameswaran (UC Berkeley, USA) |
| 9:45am–10:30am | Keynote Talk 2: Shivakumar Vaithyanathan (Vice President, Platform Engineering & Architecture, Adobe) Title: Beyond Prompt Benchmarks: Evaluating Enterprise Workflows with Synthetic Data |
| 10:30am–11:00am | Coffee Break |
| 11:00am–11:45am |
Panel Discussion Topic: Synthetic Data for Agentic AI: Can We Generate, Trust, and Scale Synthetic Reality? Themes: • Theme 1: Building Trustworthy Synthetic Data Systems • Theme 2: Evaluating Synthetic Data • Theme 3: Synthetic Reality for AI • Theme 4: Managing Synthetic Data at Scale Panelists: • Prof. Sharad Mehrotra (Univ. of California, Irvine, USA) • Prof. Srinivasan Parthasarathy (The Ohio State University, USA) • Dr. Prasad Deshpande (Databricks) • Dr. Shiv Kumar Saini (Principal Scientist, Adobe Research) |
| 11:45am–12:30pm | Paper Presentation Session 1 |
| 12:30pm–1:30pm | Lunch Break |
| 1:30pm–2:15pm | Keynote Talk 3: Srinivasan Parthasarathy (The Ohio State University, USA) |
| 2:15pm–3:00pm | Paper Presentation Session 2 |
| 3:00pm–3:30pm | Coffee Break |
| 3:30pm–4:30pm | Paper Presentation Session 3 |
| 4:30pm–5:00pm | Poster Session |
| # | Title | Authors |
|---|---|---|
| 1 | Synthetic Data Generation for Schema-Aware Query Interfaces: Benchmarking NL2GraphQL Systems | Keya Battu, Parth Mehta, Manish Kesarwani |
| 2 | Reliability-Aware Structured Synthetic Data Generation via Schema Enforcement and Layered Repair | Sachin Mishra |
| 3 | Generating Databases from Natural Language Specification | Aviroop Mitra, Anupam Sanghi |
| # | Title | Authors |
|---|---|---|
| 1 | WorkLoadWeaver: Realistic Synthetic Query Workloads for Adaptive Database Systems | Keming Li, Nada Lahjouji, Ashwin Gerard Colaco, Shiyuan Zhou, Pratyoy Das, Guangxue Zhang, Sahil Makhijani, Vishal Chakraborty, Sarvesh Pandey, Sharad Mehrotra |
| 2 | Efficient Context-Aware Corpus-Grounded Query and Prompt Suggestion constrained by Creative Knowledge Graph | Harshit Jain, Twisha Naik, Vipul Jain, Chirag Arora, Sudhakar Pandey, Vedanth Subramaniam, Eshan Trivedi |
| 3 | Synthetic Augmentation of Structured Templates for Geo-Localization | Amulya Sri Pulijala, Vikram Pudi |
| # | Title | Authors |
|---|---|---|
| 1 | A Comparative Study of LLM-Generated Doctor–Patient Dialogues via Biomedical Information Extraction Frameworks | Harshal Patil, Eshal Shaikh, Akshay Dhere, Kunal Korgaonkar, Ashwini Shinde |
| 2 | KnowGen: Modeling Synthetic Dataset Construction as Inference over Latent Acceptability | Moumita Chanda, Alexander Maas, Hasan M Jamil |
| 3 | An Agentic System for Context-Aware Synthetic Data Generation | Sajratul Rubaiat, Syed Sakib, Hasan Jamil |
| 4 | Auditing Differentially Private Text Generation from LLMs | Dhruv Shah, Vishnu Vinod, Krishna Pillutla |
| # | Title | Authors |
|---|---|---|
| 1 | Deep Learning Based Image Inpainting and Restoration System Using Partial Convolutional Networks and Autoencoders | Balaji G, Akash AK, Mohana M |
| 2 | DNA-DPRL: Dynamic Noise Adaptation for Differentially Private Reinforcement Learning | Soudeep Tikadar, Debanjan Panda |
| 3 | Cosine-Based Exploration of Word Relationships | Pragya Apoorva |
| 4 | Evaluating Enterprise Semantic Search with LLM-Assisted Synthetic Data | Shreya Mahapatra, Diksha Bhardwaj, Tracy Holloway King, Anandita Chopra |
| 5 | Skin Color Agnostic Classification of Skin Lesions Using Synthetic Image Generation | Akshay Bhavani Kumar Kulkarni, Vikram Pudi |
| 6 | LLM-Driven Digital Twins for Behavioral Marketing: Enhancing Conversion Rates in Non-Converting Customers via K-Means Persona Mapping and Channel Consistency | Keertana S, Vijaylaxmi Ummarji, Swapna Bynobonia, Rupesh Prasad, Atul Singh, Arvind Maurya, Vivek Mishra |
| 7 | CHART: Curriculum-guided Hierarchy-Aware Relation Classification via Prompt Tuning | Soumya Bharadwaj, Anushka Gupta, Mokshith Posa, Ashish Anand |
| 8 | NVC-HH: Structured Intent Decomposition for Preference-Tuned Language Model Alignment | Venkata Satya Satvik Viriyala, Vinu E. Venugopal |
| 9 | Synthetic Data Generation for AI-enabled Smart Cyber-Physical Infrastructures | Ryan Hildebrant, Andrew Chio, Nalini Venkatasubramanian |
| 10 | A Framework for Simulated Environment Construction for Goal-Oriented AI Agents: An Order-to-Cash Case Study | Sanjeet Patil, Swati Tata, Ashwin Ramachandran, Namita Namita, Krishna Kummamuru |
| 11 | An Empirical Comparison of Measures of Memorization in Language Models | Ishita Khatri, Krishna Pillutla |
| 12 | FISCAL: Fidelity-preserving Synthetic Document Generation via Constrained Arithmetic, Semantic and Layout Preservation | Rohan Dalmia, Ritwik Mishra, Krishna Kummamuru, Sangita Agarwal, Rishikesh Sapar, Prakash Ghatage |