Xingyu Zheng
5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
🏆
Grand Slam
Conferences
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
model quantization
(1)
post-training quantization
(1)
image generation
(1)
knowledge distillation
(1)
hessian matrix
(1)
diffusion model
(1)
weight quantization
(1)
neural network binarization
(1)
storage reduction
(1)
language model compression
(1)
weight binarization
(1)
first-order gradient
(1)
quantization error compensation
(1)
Papers
First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
AAAI 2026
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
ICLR 2025
PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity
ICML 2025
BiDM: Pushing the Limit of Quantization for Diffusion Models
NIPS 2024
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
ICML 2024