Naiqi Li

48 papers A* 18A 2B 1Misc 5Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analytical Results for Two Exponential Family Distributions in Hierarchical Dirichlet Processes.
CoRR
Naiqi Li
2026 J jnl
Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting.
CoRR
Yixin Wang, Yifan Hu, Peiyuan Liu, Naiqi Li, Tao Dai, Shu-Tao Xia
2026 J jnl
Universal image restoration via task-adaptive diffusion degradation oriented model.
Pattern Recognit.
Junxi Wu, Sicheng Pan, Naiqi Li, Bin Chen, Baoyi An, Zhi Wang, Yaowei Wang, Shu-Tao Xia
2025 A* conf
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning.
AAAI
Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia
2025 A* conf
DNF: Unconditional 4D Generation with Dictionary-based Neural Fields.
CVPR
Xinyi Zhang, Naiqi Li, Angela Dai
2025 A* conf
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution.
AAAI
Jiarui Yang, Tao Dai, Yufei Zhu, Naiqi Li, Jinmin Li, Shu-Tao Xia
2025 A* conf
Efficient Differentiable Approximation of Generalized Low-rank Regularization.
IJCAI
Naiqi Li, Yuqiu Xie, Peiyuan Liu, Tao Dai, Yong Jiang, Shutao Xia
2025 J jnl
Efficient Differentiable Approximation of Generalized Low-rank Regularization.
CoRR
Naiqi Li, Yuqiu Xie, Peiyuan Liu, Tao Dai, Yong Jiang, Shu-Tao Xia
2025 A* conf
Expert-Enhanced Masked Point Modeling for Point Cloud Self-Supervised Learning.
ICRA
Yujun Liu, Yaohua Zha, Naiqi Li, Tao Dai, Bin Chen, Shu-Tao Xia
2025 J jnl
FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction.
CoRR
Yifan Hu, Peiyuan Liu, Yuante Li, Dawei Cheng, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
2025 J jnl
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting.
CoRR
Yifan Hu, Yuante Li, Peiyuan Liu, Yuxia Zhu, Naiqi Li, Tao Dai, Shutao Xia, Dawei Cheng, Changjun Jiang
2025 J jnl
Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language.
CoRR
Naiqi Li, Peiyuan Liu, Zheng Liu, Tao Dai, Yong Jiang, Shu-Tao Xia
2025 J jnl
MB-RACS: Measurement-Bounds-Based Rate-Adaptive Image Compressed Sensing Network.
IEEE Trans. Pattern Anal. Mach. Intell.
Yujun Huang, Bin Chen, Naiqi Li, Baoyi An, Shu-Tao Xia, Yaowei Wang
2025 — conf
MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns.
WWW (Companion Volume)
Yujun Liu, Chen-Hui Song, Peiyuan Liu, Naiqi Li, Tao Dai, Jigang Bao, Yong Jiang, Shu-Tao Xia
2025 J jnl
ProcGen3D: Learning Neural Procedural Graph Representations for Image-to-3D Reconstruction.
CoRR
Xinyi Zhang, Daoyi Gao, Naiqi Li, Angela Dai
2025 A* conf
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting.
ICML
Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
2025 A* conf
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
ICML
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025 J jnl
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
CoRR
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2024 Misc conf
CAGEN: Controllable Anomaly Generator using Diffusion Model.
ICASSP
Bolin Jiang, Yuqiu Xie, Jiawei Li, Naiqi Li, Yong Jiang, Shu-Tao Xia
2024 A* conf
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting.
NeurIPS
Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Xue Yuerong, Shu-Tao Xia, Zexuan Zhu
2024 J jnl
DNF: Unconditional 4D Generation with Dictionary-based Neural Fields.
CoRR
Xinyi Zhang, Naiqi Li, Angela Dai
2024 J jnl
Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution.
CoRR
Jiarui Yang, Tao Dai, Yufei Zhu, Naiqi Li, Jinmin Li, Shutao Xia
2024 J jnl
Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting.
CoRR
Jiarui Yang, Tao Dai, Naiqi Li, Junxi Wu, Peiyuan Liu, Jinmin Li, Jigang Bao, Haigang Zhang, Shutao Xia
2024 A* conf
GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process.
IJCAI
Yuqiu Xie, Bolin Jiang, Jiawei Li, Naiqi Li, Bin Chen, Tao Dai, Yuang Peng, Shu-Tao Xia
2024 A* conf
IGSPAD: Inverting 3D Gaussian Splatting for Pose-agnostic Anomaly Detection.
ACM Multimedia
Bolin Jiang, Yuqiu Xie, Jiawei Li, Naiqi Li, Bin Chen, Shu-Tao Xia
2024 A* conf
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling.
NeurIPS
Yaohua Zha, Naiqi Li, Yanzi Wang, Tao Dai, Hang Guo, Bin Chen, Zhi Wang, Zhihao Ouyang, Shu-Tao Xia
2024 J jnl
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling.
CoRR
Yaohua Zha, Naiqi Li, Yanzi Wang, Tao Dai, Hang Guo, Bin Chen, Zhi Wang, Zhihao Ouyang, Shu-Tao Xia
2024 J jnl
MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network.
CoRR
Yujun Huang, Bin Chen, Naiqi Li, Baoyi An, Shu-Tao Xia, Yaowei Wang
2024 J jnl
Node-Level Graph Regression With Deep Gaussian Process Models.
IEEE Trans. Artif. Intell.
Naiqi Li, Wenjie Li, Yinghua Gao, Yiming Li, Jigang Bao, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
2024 A* conf
Periodicity Decoupling Framework for Long-term Series Forecasting.
ICLR
Tao Dai, Beiliang Wu, Peiyuan Liu, Naiqi Li, Jigang Bao, Yong Jiang, Shu-Tao Xia
2024 J jnl
Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood.
IEEE Trans. Artif. Intell.
Naiqi Li, Zhikang Xia, Yiming Li, Ercan E. Kuruoglu, Yong Jiang, Shu-Tao Xia
2024 A* conf
Procedural Level Generation with Diffusion Models from a Single Example.
AAAI
Shiqi Dai, Xuanyu Zhu, Naiqi Li, Tao Dai, Zhi Wang
2024 J jnl
Taming Pre-trained LLMs for Generalised Time Series Forecasting via Cross-modal Knowledge Distillation.
CoRR
Peiyuan Liu, Hang Guo, Tao Dai, Naiqi Li, Jigang Bao, Xudong Ren, Yong Jiang, Shu-Tao Xia
2024 J jnl
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting.
CoRR
Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
2024 Misc conf
WFTNet: Exploiting Global and Local Periodicity in Long-Term Time Series Forecasting.
ICASSP
Peiyuan Liu, Beiliang Wu, Naiqi Li, Tao Dai, Fengmao Lei, Jigang Bao, Yong Jiang, Shu-Tao Xia
2023 Misc conf
Difficulty-Aware Data Augmentor for Scene Text Recognition.
ICASSP
Guanghao Meng, Tao Dai, Bin Chen, Naiqi Li, Yong Jiang, Shu-Tao Xia
2023 A* conf
Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model.
ICCV
Xinyi Zhang, Naiqi Li, Jiawei Li, Tao Dai, Yong Jiang, Shu-Tao Xia
2023 J jnl
WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting.
CoRR
Peiyuan Liu, Beiliang Wu, Naiqi Li, Tao Dai, Fengmao Lei, Jigang Bao, Yong Jiang, Shu-Tao Xia
2022 A conf
Deep Dirichlet process mixture models.
UAI
Naiqi Li, Wenjie Li, Yong Jiang, Shu-Tao Xia
2022 J jnl
SsaA: A Self-supervised auto-Annotation System for Online Visual Inspection and Manufacturing Automation.
CoRR
Jiawei Li, Bolin Jiang, Yan Liu, Chengxiao Luo, Naiqi Li, Bin Chen
2021 Misc conf
GDTW: A Novel Differentiable DTW Loss for Time Series Tasks.
ICASSP
Xiang Liu, Naiqi Li, Shu-Tao Xia
2021 Misc conf
H-GPR: A Hybrid Strategy for Large-Scale Gaussian Process Regression.
ICASSP
Naiqi Li, Yinghua Gao, Wenjie Li, Yong Jiang, Shu-Tao Xia
2020 B conf
Generalized Local Aggregation for Large Scale Gaussian Process Regression.
IJCNN
Yinghua Gao, Naiqi Li, Ning Ding, Yiming Li, Tao Dai, Shu-Tao Xia
2020 A* conf
Stochastic Deep Gaussian Processes over Graphs.
NeurIPS
Naiqi Li, Wenjie Li, Jifeng Sun, Yinghua Gao, Yong Jiang, Shu-Tao Xia
2016 A conf
Automatic Verification of Golog Programs via Predicate Abstraction.
ECAI
Peiming Mo, Naiqi Li, Yongmei Liu
2015 A* conf
Automatic Verification of Partial Correctness of Golog Programs.
IJCAI
Naiqi Li, Yongmei Liu
2013 A* conf
Reasoning about State Constraints in the Situation Calculus.
IJCAI
Naiqi Li, Yi Fan, Yongmei Liu
2012 A* conf
A First-Order Interpreter for Knowledge-Based Golog with Sensing based on Exact Progression and Limited Reasoning.
AAAI
Yi Fan, Minghui Cai, Naiqi Li, Yongmei Liu