Sushant Mehta

13 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EnterpriseBench Corecraft: Training Generalizable Agents on High-Fidelity RL Environments. CoRR Sushant Mehta, Logan Ritchie, Suhaas Garre, Ian Niebres, Nick Heiner, Edwin Chen
2026	J	`jnl`	HELM: A Human-Centered Evaluation Framework for LLM-Powered Recommender Systems. CoRR Sushant Mehta
2026	J	`jnl`	The Hierarchy of Agentic Capabilities: Evaluating Frontier Models on Realistic RL Environments. CoRR Logan Ritchie, Sushant Mehta, Nick Heiner, Mason Yu, Edwin Chen
2025	J	`jnl`	Beyond Accuracy: A Multi-Dimensional Framework for Evaluating Enterprise Agentic AI Systems. CoRR Sushant Mehta
2025	J	`jnl`	Beyond Surface-Level Similarity: Hierarchical Contamination Detection for Synthetic Training Data in Foundation Models. CoRR Sushant Mehta
2025	J	`jnl`	Latent Multi-Head Attention for Small Language Models. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Muon: Training and Trade-offs with Latent Attention and MoE. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	Scaling Laws and In-Context Learning: A Unified Theoretical Framework. CoRR Sushant Mehta, Ishan Gupta
2025	J	`jnl`	Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models. CoRR Sushant Mehta, Raj Dandekar, Rajat Dandekar, Sreedath Panat
2025	J	`jnl`	When Are Learning Biases Equivalent? A Unifying Framework for Fairness, Robustness, and Distribution Shift. CoRR Sushant Mehta
2019	—	`conf`	Interactive Image Generation Using Scene Graphs. DGS@ICLR Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah
2019	J	`jnl`	Interactive Image Generation Using Scene Graphs. CoRR Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah
2016	J	`jnl`	On the applicability of diploid genetic algorithms. AI Soc. Harsh Bhasin, Sushant Mehta