GoRec: A Generative Cold-start Recommendation Framework. - Haoyue Bai 002; Min Hou; Le Wu; Yonghui Yang; Kun Zhang 015; Richang Hong; Meng Wang 001 (ACM Multimedia, 2023)

Popularity-Aware Alignment and Contrast for Mitigating Popularity Bias. - Miaomiao Cai; Lei Chen 051; Yifan Wang 017; Haoyue Bai 002; Peijie Sun; Le Wu; Min Zhang 006; Meng Wang 001 (KDD, 2024)

Double Correction Framework for Denoising Recommendation. - Zhuangzhuang He; Yifan Wang 017; Yonghui Yang; Peijie Sun; Le Wu; Haoyue Bai 002; Jinqi Gong; Richang Hong; Min Zhang 006 (KDD, 2024)

Multimodality Invariant Learning for Multimedia-Based New Item Recommendation. - Haoyue Bai 002; Le Wu; Min Hou; Miaomiao Cai; Zhuangzhuang He; Yuyang Zhou; Richang Hong; Meng Wang 001 (SIGIR, 2024)

Boosting Multimedia Recommendation via Separate Generic and Unique Awareness. - Zhuangzhuang He; Zihan Wang; Yonghui Yang; Haoyue Bai 002; Le Wu (CoRR, 2024)

Topology-aware Reinforcement Feature Space Reconstruction for Graph Data. - Wangyang Ying; Haoyue Bai 002; Kunpeng Liu 001; Yanjie Fu (CoRR, 2024)

Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning. - Miaomiao Cai; Min Hou; Lei Chen 051; Le Wu; Haoyue Bai 002; Yong Li 008; Meng Wang 001 (ACM Trans. Intell. Syst. Technol., 2024)

Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content. - Haoyue Bai 002; Yiyou Sun; Wei Cheng 002; Haifeng Chen (CVPR, 2025)

Fair Personalized Learner Modeling Without Sensitive Attributes. - Hefei Xu; Min Hou; Le Wu; Fei Liu 038; Yonghui Yang; Haoyue Bai 002; Richang Hong; Meng Wang 001 (WWW, 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)

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)

Unified Representation Learning for Discrete Attribute Enhanced Completely Cold-Start Recommendation. - Haoyue Bai 002; Min Hou; Le Wu; Yonghui Yang; Kun Zhang 015; Richang Hong; Meng Wang 001 (IEEE Trans. Big Data, 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)

Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures. - Arun Vignesh Malarkkan; Dongjie Wang; Haoyue Bai 002; Yanjie Fu (CoRR, 2025)

Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical Systems. - Arun Vignesh Malarkkan; Haoyue Bai 002; Dongjie Wang; Yanjie Fu (CoRR, 2025)