Kou, Siqi

7 publications

ICLR 2025 MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, TianQi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng

ICML 2025 Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads Siqi Kou, Jiachun Jin, Zhihong Liu, Chang Liu, Ye Ma, Jian Jia, Quan Chen, Peng Jiang, Zhijie Deng

NeurIPS 2025 Which Data Attributes Stimulate Math and Code Reasoning? an Investigation via Influence Functions Siqi Kou, Qingyuan Tian, Hanwen Xu, Zihao Zeng, Zhijie Deng

NeurIPS 2024 Amortized Fourier Neural Operators Zipeng Xiao, Siqi Kou, Zhongkai Hao, Bokai Lin, Zhijie Deng

ICLR 2024 BayesDiff: Estimating Pixel-Wise Uncertainty in Diffusion via Bayesian Inference Siqi Kou, Lei Gan, Dequan Wang, Chongxuan Li, Zhijie Deng

ICML 2024 CLLMs: Consistency Large Language Models Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang

ICCV 2023 Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu, Jiangning Zhang, Liang Liu, Ran Yi, Siqi Kou, Haokun Zhu, Xu Chen, Yabiao Wang, Chengjie Wang, Lizhuang Ma