Learning Long-form Video Prior via Generative Pre-Training. - Jinheng Xie; Jiajun Feng; Zhaoxu Tian; Kevin Qinghong Lin; Yawen Huang; Xi Xia; Nanxu Gong; Xu Zuo; Jiaqi Yang; Yefeng Zheng 001; Mike Zheng Shou (CoRR, 2024)

Evolutionary Large Language Model for Automated Feature Transformation. - Nanxu Gong; Chandan K. Reddy; Wangyang Ying; Yanjie Fu (CoRR, 2024)

Evolutionary Large Language Model for Automated Feature Transformation. - Nanxu Gong; Chandan K. Reddy; Wangyang Ying; Haifeng Chen; Yanjie Fu (AAAI, 2025)

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation. - Dongjie Wang; Yanyong Huang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Tao Zhe; Kunpeng Liu 001; Meng Xiao 001; Pengfei Wang 008; Pengyang Wang; et al. (CoRR, 2025)

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective. - Wangyang Ying; Cong Wei; Nanxu Gong; Xinyuan Wang 011; Haoyue Bai 002; Arun Vignesh Malarkkan; Sixun Dong; Dongjie Wang; Denghui Zhang; Yanjie Fu (CoRR, 2025)

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming. - Nanxu Gong; Xinyuan Wang 011; Wangyang Ying; Haoyue Bai 002; Sixun Dong; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation. - Nanxu Gong; Wangyang Ying; Dongjie Wang; Yanjie Fu (ACM Trans. Intell. Syst. Technol., 2025)

Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories. - Nanxu Gong; Sixun Dong; Haoyue Bai 002; Xinyuan Wang 011; Wangyang Ying; Yanjie Fu (CoRR, 2025)

Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation. - Nanxu Gong; Zijun Li; Sixun Dong; Haoyue Bai 002; Wangyang Ying; Xinyuan Wang 011; Yanjie Fu (CoRR, 2025)

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback. - Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Xinyuan Wang 011; Sixun Dong; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage. - Haoyue Bai 002; Guodong Chen 002; Wangyang Ying; Xinyuan Wang 011; Nanxu Gong; Sixun Dong; Giulia Pedrielli; Haoyu Wang; Haifeng Chen; Yanjie Fu (CoRR, 2025)

Efficient Post-Training Refinement of Latent Reasoning in Large Language Models. - Xinyuan Wang 011; Dongjie Wang; Wangyang Ying; Haoyue Bai 002; Nanxu Gong; Sixun Dong; Kunpeng Liu 001; Yanjie Fu (CoRR, 2025)

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation. - Xinyuan Wang 011; Haoyue Bai 002; Nanxu Gong; Wangyang Ying; Sixun Dong; Xiquan Cui; Yanjie Fu (CoRR, 2025)

Supply Chain Optimization via Generative Simulation and Iterative Decision Policies. - Haoyue Bai 002; Haoyu Wang; Nanxu Gong; Xinyuan Wang 011; Wangyang Ying; Haifeng Chen; Yanjie Fu (CoRR, 2025)