Rathinakumar Appuswamy

4 papers · 2015–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🏃 Academic Marathon (10) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

AACL (1) ICLR (1) IJCNLP (1) NIPS (1)

Top co-authors

Steven K. Esser (3) Deepika Bablani (3) Jeffrey L McKinstry (2) Dharmendra Modha (2) Dharmendra S Modha (1) John V. Arthur (1) Dharmendra S. Modha (1) Steve K Esser (1) Paul Merolla (1) Jeffrey L. McKinstry (1)

Keywords

model compression (2) inference optimization (2) weight quantization (2) quantization-aware training (2) large language model (2) hardware acceleration (1) embedded neural network (1) neuromorphic computing (1) energy efficiency (1) ensemble averaging (1) spiking neural network (1)

Papers

SiLQ: Simple Large Language Model Quantization-Aware Training IJCNLP 2025

SiLQ: Simple Large Language Model Quantization-Aware Training AACL 2025

LEARNED STEP SIZE QUANTIZATION ICLR 2020

Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015