Siqi Kou
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
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Triple Crown
Venues
Top co-authors
Research topics
Keywords
image generation
(2)
diffusion model
(2)
bayesian inference
(1)
orthogonal projection
(1)
laplace approximation
(1)
vector quantization
(1)
generative model
(1)
partial differential equation
(1)
large multimodal model
(1)
uncertainty estimation
(1)
kv cache compression
(1)
adaptive compression
(1)
autoregressive decoding
(1)
generation quality
(1)
fixed-point iteration
(1)
fourier neural operator
(1)
kolmogorov-arnold network
(1)
autoregressive modeling
(1)
generation speed
(1)
large language model
(1)
Papers
MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection
ICLR 2025
Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads
ICML 2025
Amortized Fourier Neural Operators
NeurIPS 2024
BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference
ICLR 2024
CLLMs: Consistency Large Language Models
ICML 2024
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption
ICCV 2023