Haoxuan Zhang

@inproceedings{li2026topographrag,
title     = {{TopoGraphRAG-Bench}: Evaluating Multimodal {GraphRAG} on Layout-Grounded Evidence Reasoning},
author    = {Li, R. and Lin, J. and Zhang, H. and Chen, H. and Ding, J. and Gehringer, E. and Zhang, Y.},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets Track},
year      = {2026},
url       = {https://openreview.net/forum?id=pXhvOZB8Qw}
}

@inproceedings{zhang2026metagai,
title     = {{MetaGAI}: A Large-Scale and High-Quality Benchmark for Generative {AI} Model and Data Card Generation},
author    = {Zhang, H. and Li, R. and Zhang, Y. and Liang, Z. and Ding, J. and Xiao, T. and Chen, H.},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2026},
pages     = {34910--34931},
year      = {2026},
url       = {https://aclanthology.org/2026.findings-emnlp.1641/}
}

@inproceedings{liang2026puzzles,
title     = {Puzzles to Paradigms: A Survey of Human--Agent Collaboration in Scientific Innovation},
author    = {Liang, Z. and Zhang, H. and Chen, H. and Xiao, T. and Ding, J. and Zhang, Y.},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2026},
pages     = {35017--35041},
year      = {2026},
url       = {https://aclanthology.org/2026.findings-emnlp.1645/}
}

@inproceedings{zhang2026adaqecg,
title     = {{AdaQE-CG}: Adaptive Query Expansion for Web-Scale Generative {AI} Model and Data Card Generation},
author    = {Zhang, H. and Li, R. and Liang, Z. and Sattari, M. and Vo, P. and Qu, C. and Xiao, T. and Ding, J. and Zhang, Y. and Chen, H.},
booktitle = {Proceedings of The Web Conference (WWW 2026)},
year      = {2026},
doi       = {10.1145/3774904.3792685}
}

@inproceedings{nguyen2026longsumeval,
title     = {{LongSumEval}: Question-Answering Based Evaluation and Feedback-Driven Refinement for Long Document Summarization},
author    = {Nguyen, H. and Zhang, H. and Zhang, Y. and Ding, J. and Chen, H.},
booktitle = {Proceedings of the 8th IEEE International Conference on Artificial Intelligence Testing (AITest 2026)},
year      = {2026},
url       = {https://arxiv.org/abs/2604.25130}
}

@inproceedings{nguyen2026llmresum,
title     = {{LLM-ReSum}: A Framework for {LLM} Reflective Summarization through Self-Evaluation},
author    = {Nguyen, H. and Zhang, H. and Zhang, Y. and Chen, H. and Ding, J.},
booktitle = {Proceedings of the IEEE 12th International Conference on Big Data Computing Service and Machine Learning Applications (BigDataService 2026)},
year      = {2026},
doi       = {10.1109/BigDataService70481.2026.00012}
}

@inproceedings{zhang2025reviewguard,
title     = {{ReviewGuard}: Enhancing Deficient Peer Review Detection via {LLM}-Driven Data Augmentation},
author    = {Zhang, H. and Li, R. and Xiao, T. and Ding, J. and Chen, H.},
booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2025)},
year      = {2025},
url       = {https://arxiv.org/abs/2510.16549}
}

@inproceedings{li2025unveiling,
title     = {Unveiling the Merits and Defects of {LLMs} in Automatic Review Generation for Scientific Papers},
author    = {Li, R. and Zhang, H. and Xiao, T. and Ding, J. and Chen, H.},
booktitle = {Proceedings of the IEEE International Conference on Data Mining (ICDM 2025)},
year      = {2025},
url       = {https://arxiv.org/abs/2509.19326}
}

@article{wang2025ibidcct,
title   = {{IBID-CCT}: A Novel Model for Interdisciplinary Breakthrough Innovation Detection Based on the Cusp Catastrophe Theory},
author  = {Wang, Z. and Wang, N. and Zhang, H. and Wang, Z. and Wang, Z. and Ding, J. and Chen, H.},
journal = {Information Processing \& Management},
volume  = {62},
number  = {4},
pages   = {104121},
year    = {2025},
doi     = {10.1016/j.ipm.2025.104121}
}

@misc{zhang2025evolving,
title         = {The Evolving Role of Large Language Models in Scientific Innovation: Evaluator, Collaborator, and Scientist},
author        = {Zhang, H. and Li, R. and Zhang, Y. and Xiao, T. and Chen, J. and Ding, J. and Chen, H.},
year          = {2025},
eprint        = {2507.11810},
archivePrefix = {arXiv}
}

@article{wang2024novelty,
title   = {An Effective Framework for Measuring the Novelty of Scientific Articles through Integrated Topic Modeling and Cloud Model},
author  = {Wang, Z. and Zhang, H. and Chen, J. and Chen, H.},
journal = {Journal of Informetrics},
volume  = {18},
number  = {4},
pages   = {101587},
year    = {2024},
doi     = {10.1016/j.joi.2024.101587}
}

@article{wang2024quality,
title   = {Content-Based Quality Evaluation of Scientific Papers Using Coarse Feature and Knowledge Entity Network},
author  = {Wang, Z. and Zhang, H. and Chen, H. and Feng, Y. and Ding, J.},
journal = {Journal of King Saud University -- Computer and Information Sciences},
volume  = {36},
number  = {6},
pages   = {102119},
year    = {2024},
doi     = {10.1016/j.jksuci.2024.102119}
}

@article{wang2024index,
title   = {Exploring and Evaluating the Index for Interdisciplinary Breakthrough Innovation Detection},
author  = {Wang, Z. and Qiao, X. and Chen, J. and Li, L. and Zhang, H. and Ding, J. and Chen, H.},
journal = {The Electronic Library},
volume  = {42},
number  = {4},
pages   = {536--552},
year    = {2024},
doi     = {10.1108/EL-06-2023-0141}
}