Ningyi Xu
8 papers · 2009–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (16) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Conference Polyglot
(5)
π
Grand Slam
π
Keyword Champion
π
Trend Setter
Conferences
ACL (2)
ECCV (2)
AAAI (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
weight quantization
(2)
large language model
(2)
model compression
(2)
knowledge distillation
(1)
efficient inference
(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)
inference acceleration
(1)
next-scale prediction
(1)
quantization-aware training
(1)
graphics processing unit
(1)
ultra-low precision
(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
Enhancing Vectorized Map Perception with Historical Rasterized Maps
ECCV 2024
Leveraging Enhanced Queries of Point Sets for Vectorized Map Construction
ECCV 2024
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
ACL 2024
AFPQ: Asymmetric Floating Point Quantization for LLMs
ACL 2024
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units
NIPS 2009