Igor Fedorov
8 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
Conferences
ICLR (2)
NIPS (2)
ACL (1)
ECCV (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
model compression
(3)
neural architecture search
(2)
efficient computing
(1)
speech enhancement
(1)
model pruning
(1)
convolutional neural network
(1)
long short-term memory
(1)
recurrent neural network
(1)
weight quantization
(1)
model sparsity
(1)
architecture search
(1)
memory constraint
(1)
hearing aid
(1)
on-device deployment
(1)
large language model
(1)
neural processing unit
(1)
tiny machine learning
(1)
integer quantization
(1)
microcontroller deployment
(1)
mobile latency
(1)
Papers
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment
ACL 2026
SpinQuant: LLM Quantization with Learned Rotations
ICLR 2025
DεpS: Delayed ε-Shrinking for Faster Once-For-All Training
ECCV 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
ICML 2024
Efficient Edge Inference by Selective Query
ICLR 2023
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units
NIPS 2022
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids
INTERSPEECH 2020
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers
NIPS 2019