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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.SE2026
Attention Mechanism and Heuristic Approach: Context-Aware File Ranking Using Multi-Head Self-Attention
Pradeep Kumar Sharma, Shantanu Godbole, Sarada Prasad Jena +1
The identification and ranking of impacted files within software reposi-tories is a key challenge in change impact analysis. Existing deterministic approaches that combine heuristi…