Siqi Kou - RankMe

16 papers A* 6Journal 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders. CoRR Siqi Kou, Jiachun Jin, Zetong Zhou, Ye Ma, Yugang Wang, Quan Chen, Peng Jiang, Xiao Yang, Jun Zhu, Kai Yu, Zhijie Deng
2025	J	`jnl`	Fast and Accurate Causal Parallel Decoding using Jacobi Forcing. CoRR Lanxiang Hu, Siqi Kou, Yichao Fu, Samyam Rajbhandari, Tajana Rosing, Yuxiong He, Zhijie Deng, Hao Zhang
2025	J	`jnl`	LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks. CoRR Yi Yang, Jiaxuan Sun, Siqi Kou, Yihan Wang, Zhijie Deng
2025	A*	`conf`	MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection. ICLR Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, Tianqi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng
2025	A*	`conf`	Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads. ICML Siqi Kou, Jiachun Jin, Zhihong Liu, Chang Liu, Ye Ma, Jian Jia, Quan Chen, Peng Jiang, Zhijie Deng
2025	J	`jnl`	Thinking with Generated Images. CoRR Ethan Chern, Zhulin Hu, Steffi Chern, Siqi Kou, Jiadi Su, Yan Ma, Zhijie Deng, Pengfei Liu
2025	J	`jnl`	Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions. CoRR Siqi Kou, Qingyuan Tian, Hanwen Xu, Zihao Zeng, Zhijie Deng
2024	A*	`conf`	Amortized Fourier Neural Operators. NeurIPS Zipeng Xiao, Siqi Kou, Zhongkai Hao, Bokai Lin, Zhijie Deng
2024	A*	`conf`	BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference. ICLR Siqi Kou, Lei Gan, Dequan Wang, Chongxuan Li, Zhijie Deng
2024	A*	`conf`	CLLMs: Consistency Large Language Models. ICML Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang
2024	J	`jnl`	CLLMs: Consistency Large Language Models. CoRR Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang
2024	J	`jnl`	MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection. CoRR Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, Tianqi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng
2024	J	`jnl`	Orthus: Autoregressive Interleaved Image-Text Generation with Modality-Specific Heads. CoRR Siqi Kou, Jiachun Jin, Chang Liu, Ye Ma, Jian Jia, Quan Chen, Peng Jiang, Zhijie Deng
2023	J	`jnl`	BayesDiff: Estimating Pixel-wise Uncertainty in Diffusion via Bayesian Inference. CoRR Siqi Kou, Lei Gan, Dequan Wang, Chongxuan Li, Zhijie Deng
2023	A*	`conf`	Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption. ICCV Teng Hu, Jiangning Zhang, Liang Liu, Ran Yi, Siqi Kou, Haokun Zhu, Xu Chen, Yabiao Wang, Chengjie Wang, Lizhuang Ma
2023	J	`jnl`	Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption. CoRR Teng Hu, Jiangning Zhang, Liang Liu, Ran Yi, Siqi Kou, Haokun Zhu, Xu Chen, Yabiao Wang, Chengjie Wang, Lizhuang Ma