Siqi Kou

6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown

Conferences

ICLR (2) ICML (2) ICCV (1) NIPS (1)

Top co-authors

Zhijie Deng (5) Zipeng Xiao (2) Bokai Lin (2) Hao Zhang (2) Jiachun Jin (1) Xiaofeng Gao (1) Chongxuan Li (1) Zhongkai Hao (1) TianQi Hou (1) Lanxiang Hu (1)

Keywords

few-shot learning (1) image generation (1) domain adaptation (1) generative model (1) diffusion model (1) partial differential equation (1) fourier neural operator (1) kolmogorov-arnold network (1) distribution consistency (1) amortized neural parameterization (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 NIPS 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