Xinyi He
- Reinforcement Learning for Reasoning in Large Language Models with One Training Example
2025/04/29 by Yiping Wang, Wang, Yiping, Qing Yang +27 · 5 voices · 83 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
- GRIT: Teaching MLLMs to Think with Images
2025/05/21 by Yue Fan, Xinyi He, Fan, Yue +12 · 39 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
2025/05/21 by Zhen Zhang, Zhang, Zhen, Xinyi He +13 · 30 citations
Business, Management and Accounting · Engineering · #Collaboration in agile enterprises #Scheduling and Optimization Algorithms
- MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
2021/07/16 by Aoyu Wu, Wu, Aoyu, Yun Wang +11 · 5 citations
Computer Science · Decision Sciences · #Data Visualization and Analytics #Scientific Computing and Data Management #Time Series Analysis and Forecasting
- Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
2022/01/24 by Haoyu Dong, Dong, Haoyu, Zhoujun Cheng +15 · 3 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
- Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
2022/11/14 by Jialiang Xu, Mengyu Zhou, Xu, Jialiang +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
2025/05/29 by Mingzhe Du, Du, Mingzhe, Luu Anh Tuan +15 · 5 citations
Engineering · #Elevator Systems and Control
- TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
2025/03/06 by Xinyi He, Yihao Liu, He, Xinyi +13 · 2 citations
Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Big Data and Digital Economy
- CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
2024/03/20 by Xinyi He, Jiaru Zou, He, Xinyi +11 · 1 citation
Computer Science · Decision Sciences · #Software Testing and Debugging Techniques #Scientific Computing and Data Management #Natural Language Processing Techniques
- Kimi K3: Open Frontier Intelligence
2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
#cs.CL #cs.LG