GRAG: Graph Retrieval-Augmented Generation Y Hu, Z Lei, Z Zhang, B Pan, C Ling, L Zhao NAACL 2025 Findings, 2024 | 40 | 2024 |
Controllable data generation by deep learning: A review S Wang, Y Du, X Guo, B Pan, Z Qin, L Zhao ACM Computing Surveys (CSUR), 2022 | 35 | 2022 |
Multi-objective Deep Data Generation with Correlated Property Control S Wang, X Guo, X Lin, B Pan, Y Du, Y Wang, Y Ye, AA Petersen, ... Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 12 | 2022 |
Distilling large language models for text-attributed graph learning B Pan, Z Zhang, Y Zhang, Y Hu, L Zhao The 33rd ACM International Conference on Information and Knowledge …, 2024 | 9 | 2024 |
Magi: Multi-annotated explanation-guided learning Y Zhang, S Gu, Y Gao, B Pan, X Yang, L Zhao Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 7 | 2023 |
XAI benchmark for visual explanation Y Zhang, S Gu, J Song, B Pan, G Bai, L Zhao arXiv preprint arXiv:2310.08537, 2023 | 6 | 2023 |
ELAD: Explanation-Guided Large Language Models Active Distillation Y Zhang, B Pan, C Ling, Y Hu, L Zhao The 62nd Annual Meeting of the Association for Computational Linguistics …, 2024 | 5 | 2024 |
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations Z Zhang, Y Hu, B Pan, C Ling, L Zhao arXiv preprint arXiv:2405.16800, 2024 | 2 | 2024 |
Visual Attention-Prompted Prediction and Learning Y Zhang, S Gu, B Pan, G Bai, X Yang, L Zhao The 33rd International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023 | 2 | 2023 |
Surrocbm: Concept bottleneck surrogate models for generative post-hoc explanation B Pan, Z Liu, Y Zhang, L Zhao arXiv preprint arXiv:2310.07698, 2023 | 2 | 2023 |
Property-Controllable Generation of Quaternary Ammonium Compounds B Pan, Y Wang, X Lin, M Qin, Y Du, S Ghaemi, A Ding, S Wang, ... 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | 1 | 2022 |
MEGL: Multimodal Explanation-Guided Learning Y Zhang, T Jiang, B Pan, J Wang, G Bai, L Zhao arXiv preprint arXiv:2411.13053, 2024 | | 2024 |
TAGExplainer: Narrating Graph Explanations for Text-Attributed Graph Learning Models B Pan, Z Xiong, G Wu, Z Zhang, Y Zhang, L Zhao arXiv preprint arXiv:2410.15268, 2024 | | 2024 |
Deep Causal Generative Models with Property Control Q Zhao, S Wang, G Bai, B Pan, Z Qin, L Zhao arXiv preprint arXiv:2405.16219, 2024 | | 2024 |
Explaining latent representations of generative models with large multimodal models M Zhu, Z Liu, B Pan, A Angirekula, L Zhao arXiv preprint arXiv:2402.01858, 2024 | | 2024 |
Controllable Data Generation Via Iterative Data-Property Mutual Mappings B Pan, M Qin, S Wang, Y Zhang, L Zhao arXiv preprint arXiv:2310.07683, 2023 | | 2023 |
Generation and Characterization of Quaternary Ammonium Compounds via Deep Learning Y Wang, S Ghaemi, A Ding, Y Du, B Pan, M Qin, X Lin, AA Petersen, ... 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2022 | | 2022 |