Tao Dai

1. CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
   2024/03/12 by Peiyuan Liu, Hang Guo, Liu, Peiyuan +13 · 35 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders
   2023/12/17 by Yaohua Zha, Zha, Yaohua, Huizhen Ji +13 · 10 citations
   Engineering · Earth and Planetary Sciences · Computer Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Optical measurement and interference techniques
3. Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models
   2023/04/14 by Yaohua Zha, Jinpeng Wang, Zha, Yaohua +9 · 7 citations
   Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
4. TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting
   2024/10/06 by Peiyuan Liu, Beiliang Wu, Liu, Peiyuan +11 · 11 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
5. Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting
   2024/06/06 by Yifan Hu, Hu, Yifan, Peiyuan Liu +7 · 9 citations
   Engineering · Computer Science · #Energy Load and Power Forecasting #Neural Networks and Applications #Time Series Analysis and Forecasting
6. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
   2025/01/22 by Yifan Hu, Guibin Zhang, Hu, Yifan +15 · 14 citations
   Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
7. FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting
   2025/02/26 by Yifan Hu, Hu, Yifan, Yuante Li +14 · 10 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #and Science (cs.CE)
8. MambaVC: Learned Visual Compression with Selective State Spaces
   2024/05/24 by S. Joe Qin, Qin, Shiyu, Jinpeng Wang +15 · 5 citations
   Computer Science · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Advanced Data Compression Techniques
9. Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer
   2022/07/05 by Sunan He, Taian Guo, He, Sunan +9 · 2 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies
10. WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting
    2023/09/20 by Peiyuan Liu, Liu, Peiyuan, Beiliang Wu +13 · 3 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
11. Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning
    2024/10/13 by Yaohua Zha, Tao Dai, Zha, Yaohua +11 · 3 citations
    Environmental Science · Earth and Planetary Sciences · Engineering · #Remote Sensing and LiDAR Applications #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis
12. CLIP-Guided Generative Networks for Transferable Targeted Adversarial Attacks
    2024/07/14 by Hao Fang, Fang, Hao, Jiawei Kong +9 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Radiation Effects in Electronics #Software-Defined Networks and 5G
13. Adversarial Attack on Deep Product Quantization Network for Image Retrieval
    2020/02/26 by Yan Feng, Bin Chen, Feng, Yan +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
14. Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution
    2024/12/21 by Jiarui Yang, Tao Dai, Yang, Jiarui +9 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Image Processing Techniques and Applications
15. Towards Effective Image Manipulation Detection with Proposal Contrastive Learning
    2022/10/16 by Yuyuan Zeng, Bowen Zhao, Zeng, Yuyuan +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
16. FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction
    2025/02/10 by Yifan Hu, Peiyuan Liu, Hu, Yifan +13 · 3 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #and Science (cs.CE)
17. MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection
    2025/05/04 by Jiayi Cheng, Can Gao, Cheng, Jiayi +9 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
18. Logic-of-Thought: Empowering Large Language Models with Logic Programs for Solving Puzzles in Natural Language
    2025/05/22 by Naiqi Li, Peiyuan Liu, Li, Naiqi +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
19. LINE-1 Locus Transcription Nucleates Oncogenic Chromatin Architecture
    2026/01/05 by Michael Lee, Yuannyu Zhang, Jun Yi Stanley Lim +9 · 1 voice · 2 citations
    Agricultural and Biological Sciences · Immunology and Microbiology · #Chromosomal and Genetic Variations #T-cell and Retrovirus Studies #interferon and immune responses