Xinyuan Wang

According to our database, Xinyuan Wang authored at least 28 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Knockoff-Guided Feature Selection via a Single Pre-Trained Reinforced Agent.

Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu

IEEE Trans. Big Data, April, 2026

Causally-Guided Diffusion for Stable Feature Selection.

Arun Vignesh Malarkkan, Xinyuan Wang, Kunpeng Liu, Denghui Zhang, Yanjie Fu

CoRR, March, 2026

Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation.

Xinyuan Wang, Kunpeng Liu, Arun Vignesh Malarkkan, Yanjie Fu

CoRR, March, 2026

Efficient Post-Training Refinement of Latent Reasoning in Large Language Models.

Xinyuan Wang, Dongjie Wang, Wangyang Ying, Haoyue Bai, Nanxu Gong, Sixun Dong, Kunpeng Liu, Yanjie Fu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage.

Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Dataforge: A Data Agent Platform for Autonomous Data Engineering.

Xinyuan Wang, Yanjie Fu

CoRR, November, 2025

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu

ACM Trans. Intell. Syst. Technol., October, 2025

Data-Efficient Symbolic Regression via Foundation Model Distillation.

Wangyang Ying, Jinghan Zhang, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Kunpeng Liu, Chandan K. Reddy, Yanjie Fu

CoRR, August, 2025

Distribution Shift Aware Neural Tabular Learning.

Wangyang Ying, Nanxu Gong, Dongjie Wang, Xinyuan Wang, Arun Vignesh Malarkkan, Vivek Gupta, Chandan K. Reddy, Yanjie Fu

CoRR, August, 2025

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity.

Arun Vignesh Malarkkan, Haoyue Bai, Xinyuan Wang, Anjali Kaushik, Dongjie Wang, Yanjie Fu

CoRR, July, 2025

Supply Chain Optimization via Generative Simulation and Iterative Decision Policies.

Haoyue Bai, Haoyu Wang, Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haifeng Chen, Yanjie Fu

CoRR, July, 2025

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation.

Xinyuan Wang, Haoyue Bai, Nanxu Gong, Wangyang Ying, Sixun Dong, Xiquan Cui, Yanjie Fu

CoRR, June, 2025

Enhanced Whole Page Optimization via Mixed-Grained Reward Mechanism-Adapted Language Models.

Xinyuan Wang, Liang Wu, Yanjie Fu

CoRR, June, 2025

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO₂ Storage.

Haoyue Bai, Guodong Chen, Wangyang Ying, Xinyuan Wang, Nanxu Gong, Sixun Dong, Giulia Pedrielli, Haoyu Wang, Haifeng Chen, Yanjie Fu

CoRR, May, 2025

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback.

Wangyang Ying, Haoyue Bai, Nanxu Gong, Xinyuan Wang, Sixun Dong, Haifeng Chen, Yanjie Fu

CoRR, May, 2025

Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation.

Nanxu Gong, Zijun Li, Sixun Dong, Haoyue Bai, Wangyang Ying, Xinyuan Wang, Yanjie Fu

CoRR, May, 2025

Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories.

Nanxu Gong, Sixun Dong, Haoyue Bai, Xinyuan Wang, Wangyang Ying, Yanjie Fu

CoRR, May, 2025

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective.

Wangyang Ying, Cong Wei, Nanxu Gong, Xinyuan Wang, Haoyue Bai, Arun Vignesh Malarkkan, Sixun Dong, Dongjie Wang, Denghui Zhang, Yanjie Fu

CoRR, February, 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, Nanxu Gong, Xinyuan Wang, Sixun Dong, Tao Zhe, Kunpeng Liu, Meng Xiao, Pengfei Wang, Pengyang Wang, Hui Xiong, Yanjie Fu

CoRR, January, 2025

CSTE: A Context-enhanced Speaker-aware Triple Encoding model for intelligent triage and diagnosis in medical dialogue.

Haozhou Li, Qinke Peng, Xinyuan Wang, Wentong Sun, Defu Li, Ruimeng Li

Inf. Process. Manag., 2025

MixLLM: Dynamic Routing in Mixed Large Language Models.

Xinyuan Wang, Yanchi Liu, Wei Cheng, Xujiang Zhao, Zhengzhang Chen, Wenchao Yu, Yanjie Fu, Haifeng Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Building a Chinese Medical Dialogue System: Integrating Large-scale Corpora and Novel Models.

Xinyuan Wang, Haozhou Li, Dingfang Zheng, Qinke Peng

Proceedings of the International Joint Conference on Neural Networks, 2025

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming.

Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haoyue Bai, Sixun Dong, Haifeng Chen, Yanjie Fu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

SEHF: A Summary-Enhanced Hierarchical Framework for Financial Report Sentiment Analysis.

Haozhou Li, Qinke Peng, Xinyuan Wang, Xu Mou, Yonghao Wang

IEEE Trans. Comput. Soc. Syst., June, 2024

LCMDC: Large-scale Chinese Medical Dialogue Corpora for Automatic Triage and Medical Consultation.

Xinyuan Wang, Haozhou Li, Dingfang Zheng, Qinke Peng

CoRR, 2024

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu

CoRR, 2024

SADE: A Speaker-Aware Dual Encoding Model Based on Diagbert for Medical Triage and Pre-Diagnosis.

Haozhou Li, Xinyuan Wang, Hongkai Du, Wentong Sun, Qinke Peng

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

A successful hybrid deep learning model aiming at promoter identification.

Ying Wang, Qinke Peng, Xu Mou, Xinyuan Wang, Haozhou Li, Tian Han, Zhao Sun, Xiao Wang

BMC Bioinform., 2022