Li, Naiqi

17 publications

AAAI 2025 CALF: Aligning LLMs for Time Series Forecasting via Cross-Modal Fine-Tuning Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia

CVPR 2025 DNF: Unconditional 4D Generation with Dictionary-Based Neural Fields Xinyi Zhang, Naiqi Li, Angela Dai

AAAI 2025 Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution Jiarui Yang, Tao Dai, Yufei Zhu, Naiqi Li, Jinmin Li, Shu-Tao Xia

IJCAI 2025 Efficient Differentiable Approximation of Generalized Low-Rank Regularization Naiqi Li, Yuqiu Xie, Peiyuan Liu, Tao Dai, Yong Jiang, Shutao Xia

ICML 2025 TimeBridge: Non-Stationarity Matters for Long-Term Time Series Forecasting Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia

ICML 2025 TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan

NeurIPS 2024 DDN: Dual-Domain Dynamic Normalization for Non-Stationary Time Series Forecasting Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Xue Yuerong, Shu-Tao Xia, Zexuan Zhu

IJCAI 2024 GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process Yuqiu Xie, Bolin Jiang, Jiawei Li, Naiqi Li, Bin Chen, Tao Dai, Yuang Peng, Shu-Tao Xia

NeurIPS 2024 LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha, Naiqi Li, Yanzi Wang, Tao Dai, Hang Guo, Bin Chen, Zhi Wang, Zhihao Ouyang, Shu-Tao Xia

ICLR 2024 Periodicity Decoupling Framework for Long-Term Series Forecasting Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Jigang Bao, Yong Jiang, Shu-Tao Xia

AAAI 2024 Procedural Level Generation with Diffusion Models from a Single Example Shiqi Dai, Xuanyu Zhu, Naiqi Li, Tao Dai, Zhi Wang

ICCV 2023 Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model Xinyi Zhang, Naiqi Li, Jiawei Li, Tao Dai, Yong Jiang, Shu-Tao Xia

UAI 2022 Deep Dirichlet Process Mixture Models Naiqi Li, Wenjie Li, Yong Jiang, Shu-Tao Xia

NeurIPS 2020 Stochastic Deep Gaussian Processes over Graphs Naiqi Li, Wenjie Li, Jifeng Sun, Yinghua Gao, Yong Jiang, Shu-Tao Xia

IJCAI 2015 Automatic Verification of Partial Correctness of Golog Programs Naiqi Li, Yongmei Liu

IJCAI 2013 Reasoning About State Constraints in the Situation Calculus Naiqi Li, Yi Fan, Yongmei Liu

AAAI 2012 A First-Order Interpreter for Knowledge-Based Golog with Sensing Based on Exact Progression and Limited Reasoning Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu