Nath, Suman

4 publications

ICLR 2026 Dyna-Mind: Learning to Simulate from Experience for Better AI Agents Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao

TMLR 2026 WAREX: Web Agent Reliability Evaluation on Existing Benchmarks Su Kara, Fazle Elahi Faisal, Suman Nath

NeurIPS 2025 Generative Caching for Structurally Similar Prompts and Responses Sarthak Chakraborty, Suman Nath, Xuchao Zhang, Chetan Bansal, Indranil Gupta

ICLRW 2025 WABER: Evaluating Reliability and Efficiency of Web Agents with Existing Benchmarks Su Kara, Fazle Faisal, Suman Nath