Ningyi Xu
8 papers · 2009–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (20) π Keyword Champion
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Grand Slam
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Research topics
Deep Learning
(6)
Machine Learning
(6)
Application Areas
(5)
Optimization & Theory Β· Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Models
(3)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Vision
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
weight quantization
(2)
model compression
(2)
knowledge distillation
(1)
efficient inference
(1)
instruction tuning
(1)
token efficiency
(1)
variational bayesian
(1)
variational bayesian inference
(1)
parallel computing
(1)
gibbs sampling
(1)
parallel inference
(1)
gpu parallel computing
(1)
collapsed gibbs sampling
(1)
collapsed variational bayesian
(1)
topic model
(1)
graph transformer
(1)
vision-language model
(1)
inference acceleration
(1)
next-scale prediction
(1)
Papers
MoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation
AAAI 2026
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale
ICLR 2025
OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance
ICML 2025
AFPQ: Asymmetric Floating Point Quantization for LLMs
ACL 2024
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
ACL 2024
Enhancing Vectorized Map Perception with Historical Rasterized Maps
ECCV 2024
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction
ECCV 2024
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units
NeurIPS 2009