Gong, Nanxu

1. Evolutionary Large Language Model for Automated Feature Transformation
   2024/05/25 by Gong, Nanxu, Reddy, Chandan K., Ying, Wangyang +2 · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
   2025/04/30 by Nanxu Gong, Xinyuan Wang, Gong, Nanxu +11 · 5 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
3. Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
   2025/05/21 by Gong, Nanxu, Dong, Sixun, Bai, Haoyue +3 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation
   2024/04/26 by Gong, Nanxu, Ying, Wangyang, Wang, Dongjie +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
   2025/02/12 by Wangyang Ying, Cong Wei, Ying, Wangyang +17 · 4 citations
   Computer Science · #Data Stream Mining Techniques
6. Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
   2025/06/10 by Xinyuan Wang, Dongjie Wang, Wang, Xinyuan +13 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
7. LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation
   2025/06/10 by Xinyuan Wang, Haoyue Bai, Wang, Xinyuan +11 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning and Data Classification #Topic Modeling
8. Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
   2025/01/17 by Dongjie Wang, Wang, Dongjie, Yanyong Huang +25 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)