Vijaykrishnan Narayanan

2 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) COLING (1)

Top co-authors

Wenchao Ma (1) Md Fahim Faysal Khan (1) Chonghan Lee (1) Tan Yu (1) Rita Brugarolas Brufau (1) Ke Ding (1) Shu Zhao (1) Xiaoshuai Hao (1)

Research topics

Deep Learning (2) Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Computer Science (1) Applications (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

model compression (1) transfer learning (1) knowledge distillation (1) deep hashing (1) efficient computing (1) approximate nearest neighbor (1) parameter-efficient fine-tuning (1) token pruning (1) evolutionary search (1) efficient transformer (1) attention head pruning (1) approximate nearest neighbor search (1) head pruning (1) low-resource adaptation (1)

Papers

KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025 Token and Head Adaptive Transformers for Efficient Natural Language Processing COLING 2022