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cs.AI2026
Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking
Pradeep Kumar Sharma, Shantanu Godbole, Hritvik Shrivastava
Mixture-of-Experts (MoE) architectures scale large language models (LLMs) while preserving computational efficiency through sparse activation. Despite their widespread adoption, th…
cs.AI2025
Scalable and Explainable Enterprise Knowledge Discovery Using Graph-Centric Hybrid Retrieval
Nilima Rao, Jagriti Srivastava, Pradeep Kumar Sharma +1
Modern enterprises manage vast knowledge distributed across heterogeneous systems such as Jira, Git repositories, Confluence, and wikis. Conventional retrieval methods based on key…