Xiuying Wei
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
AAAI (3)
ICLR (2)
NIPS (2)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
model compression
(6)
post-training quantization
(3)
large language model
(2)
neural network training
(1)
lane detection
(1)
autonomous driving
(1)
neural architecture search
(1)
neural network optimization
(1)
efficient computing
(1)
convergence guarantee
(1)
memory optimization
(1)
edge computing
(1)
feedforward network
(1)
parameter efficiency
(1)
weight quantization
(1)
post-training compression
(1)
neural network sparsity
(1)
layer normalization
(1)
microcontroller unit
(1)
activation outlier
(1)
Papers
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints
AAAI 2025
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
NIPS 2024
Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection
AAAI 2024
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
AAAI 2024
QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
ICLR 2024
Outlier Suppression+: Accurate quantization of large language models by equivalent and effective shifting and scaling
EMNLP 2023
Lossy and Lossless (L2) Post-training Model Size Compression
ICCV 2023
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization
ICLR 2022
Outlier Suppression: Pushing the Limit of Low-bit Transformer Language Models
NIPS 2022