A successful hybrid deep learning model aiming at promoter identification. - Ying Wang 065; Qinke Peng; Xu Mou; Xinyuan Wang 011; Haozhou Li; Tian Han 008; Zhao Sun; Xiao Wang 007 (BMC Bioinform., 2022)

SADE: A Speaker-Aware Dual Encoding Model Based on Diagbert for Medical Triage and Pre-Diagnosis. - Haozhou Li; Xinyuan Wang 011; Hongkai Du; Wentong Sun; Qinke Peng (ICASSP, 2024)

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations. - Xinyuan Wang 011; Liang Wu 011; Liangjie Hong; Hao Liu 026; Yanjie Fu (CoRR, 2024)

Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent. - Xinyuan Wang 011; Dongjie Wang; Wangyang Ying; Rui Xie 002; Haifeng Chen; Yanjie Fu (CoRR, 2024)

LCMDC: Large-scale Chinese Medical Dialogue Corpora for Automatic Triage and Medical Consultation. - Xinyuan Wang 011; Haozhou Li; Dingfang Zheng; Qinke Peng (CoRR, 2024)

SEHF: A Summary-Enhanced Hierarchical Framework for Financial Report Sentiment Analysis. - Haozhou Li; Qinke Peng; Xinyuan Wang 011; Xu Mou; Yonghao Wang (IEEE Trans. Comput. Soc. Syst., 2024)

MixLLM: Dynamic Routing in Mixed Large Language Models. - Xinyuan Wang 011; Yanchi Liu; Wei Cheng 002; Xujiang Zhao; Zhengzhang Chen; Wenchao Yu; Yanjie Fu; Haifeng Chen (NAACL (Long Papers), 2025)

CSTE: A Context-enhanced Speaker-aware Triple Encoding model for intelligent triage and diagnosis in medical dialogue. - Haozhou Li; Qinke Peng; Xinyuan Wang 011; Wentong Sun; Defu Li; Ruimeng Li (Inf. Process. Manag., 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)

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)

Enhanced Whole Page Optimization via Mixed-Grained Reward Mechanism-Adapted Language Models. - Xinyuan Wang 011; Liang Wu 011; 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)

Rethinking Spatio-Temporal Anomaly Detection: A Vision for Causality-Driven Cybersecurity. - Arun Vignesh Malarkkan; Haoyue Bai 002; Xinyuan Wang 011; Anjali Kaushik; Dongjie Wang; Yanjie Fu (CoRR, 2025)