Xiaokang Zhang

1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
   DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
   2025/01/22 by DeepSeek-AI, Daya Guo, Dejian Yang +404 · 93 voices · 1666 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. DeepSeek-V3 Technical Report
   2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +404 · 39 voices · 6 citations
   Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
3. CodeS: Towards Building Open-source Language Models for Text-to-SQL
   2024/02/26 by Haoyang Li, Li, Haoyang, Jing Zhang +17 · 49 citations
   Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Semantic Web and Ontologies
4. TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
   2024/03/28 by Xiaokang Zhang, Zhang, Xiaokang, Bohan Zhang +26 · 21 citations
   Computer Science · Decision Sciences · Business, Management and Accounting · #Advanced Database Systems and Queries #Data Quality and Management #Business Process Modeling and Analysis
5. SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
   2024/06/21 by Zeyao Ma, Ma, Zeyao, Bohan Zhang +15 · 20 citations
   Computer Science · #Spreadsheets and End-User Computing
6. OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
   2025/03/04 by Haoyang Li, Shang Wu, Li, Haoyang +21 · 33 citations
   Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
7. A Multilevel Multimodal Fusion Transformer for Remote Sensing Semantic Segmentation
   2024/01/01 by Xianping Ma, Xiaokang Zhang, Man-On Pun +1 · 7 citations
   Earth and Planetary Sciences · Engineering · #Advanced Image Fusion Techniques #Remote Sensing and Land Use #Remote-Sensing Image Classification
8. GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM
   2023/06/06 by Yihan Wen, Wen, Yihan, Xianping Ma +5 · 5 citations
   Engineering · Earth and Planetary Sciences · #Remote-Sensing Image Classification #Remote Sensing and Land Use
9. Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL
   2025/02/17 by Hanbing Liu, Haoyang Li, Liu, Hanbing +12 · 6 citations
   Computer Science · #Semantic Web and Ontologies
10. Pedestrian Attribute Recognition as Label-balanced Multi-label Learning
    2024/05/08 by Yibo Zhou, Zhou, Yibo, Hai‐Miao Hu +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Text and Document Classification Technologies
11. Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation
    2024/04/06 by Xianping Ma, Xiaokang Zhang, Ma, Xianping +7 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
12. SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints
    2023/12/05 by Xianping Ma, Qianqian Wu, Ma, Xianping +9 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
13. CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis
    2025/01/03 by Bohan Zhang, Xiaokang Zhang, Zhang, Bohan +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
14. Reverse That Number! Decoding Order Matters in Arithmetic Learning
    2024/03/09 by Daniel Zhang-Li, Nianyi Lin, Zhang-Li, Daniel +15 · 2 citations
    Social Sciences · Mathematics · #Mathematics Education and Teaching Techniques #History and Theory of Mathematics
15. Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking
    2024/04/10 by Xiaokang Zhang, Zhang, Xiaokang, Zijun Yao +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
16. Dynamic Scaling of Unit Tests for Code Reward Modeling
    2025/01/02 by Zeyao Ma, Ma, Zeyao, Xiaokang Zhang +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
17. Graph Contrastive Learning for Anomaly Detection
    2021/08/17 by Bo Chen, Chen, Bo, Jing Zhang +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
18. CADFormer: Fine-Grained Cross-modal Alignment and Decoding Transformer for Referring Remote Sensing Image Segmentation
    2025/03/30 by Maofu Liu, Xin Jiang, Liu, Maofu +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
19. DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
    2025/11/27 by Zhihong Shao, Shao, Zhihong, Yuxiang Luo +15 · 7 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Topic Modeling
20. MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery
    2024/07/04 by Weikang Yu, Xiaokang Zhang, Yu, Weikang +7 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Mineral Processing and Grinding #Remote-Sensing Image Classification
21. Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
    2024/03/17 by Jialu Sui, Sui, Jialu, Xianping Ma +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
22. PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery
    2024/06/16 by Libo Wang, Wang, Libo, Dongxu Li +9 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #Image Retrieval and Classification Techniques
23. A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic Segmentation
    2024/10/15 by Xianping Ma, Ma, Xianping, Xiaokang Zhang +5 · 1 citation
    Social Sciences · #Geographic Information Systems Studies
24. A Unified Framework With Multimodal Fine-Tuning for Remote Sensing Semantic Segmentation
    2025/01/01 by Xianping Ma, Xiaokang Zhang, Man-On Pun +1 · 1 citation
25. GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing
    2020/12/22 by Xianxu Hou, Hou, Xianxu, Xiaokang Zhang +7 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Advanced Image Processing Techniques