Michele Magno
9 papers · 2024–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
⚡
Prolific Year
(6)
Conferences
ICML (4)
AAAI (2)
CORL (1)
ICLR (1)
RSS (1)
Top co-authors
Keywords
model compression
(1)
post-training quantization
(1)
knowledge distillation
(1)
model predictive control
(1)
hessian matrix
(1)
diffusion model
(1)
retrieval-augmented generation
(1)
weight quantization
(1)
language model compression
(1)
mixed precision quantization
(1)
low rank adaptation
(1)
activation quantization
(1)
large language model
(1)
low bit quantization
(1)
outlier channel
(1)
first-order gradient
(1)
quantization error compensation
(1)
Papers
First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
AAAI 2026
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
AAAI 2025
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
ICLR 2025
RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning
CORL 2025
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
ICML 2025
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models
RSS 2025
Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
ICML 2025
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
ICML 2024
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
ICML 2024