Neha Prakriya

4 papers · 2025–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) CoNLL (1) ICLR (1) NAACL (1)

Top co-authors

Jason Cong (4) Zifan He (3) Yizhou Sun (3) Zongyue Qin (3) Ziniu Hu (1) Cho-jui Hsieh (1) Yingqi Cao (1) Jui-Nan Yen (1)

Research topics

Machine Learning (4) Application Areas (4) Optimization & Theory · Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Resources & Methods (2) Deep Learning (1) Models (1) Optimization & Theory · Deep Learning (1)

Keywords

speculative decoding (2) efficient inference (1) neural network optimization (1) efficient computing (1) energy efficiency (1) spaced repetition (1) model inference (1) language model (1) data selection (1) data efficiency (1) inference optimization (1) perplexity reduction (1) hierarchical memory (1) beam search (1) commonsense reasoning (1) language model inference (1) long-context processing (1) chinchilla optimal (1) beam sampling (1) large language model (1)

Papers

Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Dynamic-Width Speculative Beam Decoding for LLM Inference AAAI 2025 HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025