| PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance Q Xie, W Han, X Zhang, Y Lai, M Peng, A Lopez-Lira, J Huang Advances in Neural Information Processing Systems 36, 2024 | 47* | 2024 |
| Neural sparse topical coding M Peng, Q Xie, Y Zhang, H Wang, XJ Zhang, J Huang, G Tian Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 44 | 2018 |
| The wall street neophyte: A zero-shot analysis of chatgpt over multimodal stock movement prediction challenges Q Xie, W Han, Y Lai, M Peng, J Huang arXiv preprint arXiv:2304.05351, 2023 | 29 | 2023 |
| Inductive topic variational graph auto-encoder for text classification Q Xie, J Huang, P Du, M Peng, JY Nie proceedings of the 2021 conference of the North American chapter of the …, 2021 | 25 | 2021 |
| Graph topic neural network for document representation Q Xie, J Huang, P Du, M Peng, JY Nie Proceedings of the Web Conference 2021, 3055-3065, 2021 | 25 | 2021 |
| Graph neural collaborative topic model for citation recommendation Q Xie, Y Zhu, J Huang, P Du, JY Nie ACM Transactions on Information Systems (TOIS) 40 (3), 1-30, 2021 | 24 | 2021 |
| Gretel: Graph contrastive topic enhanced language model for long document extractive summarization Q Xie, J Huang, T Saha, S Ananiadou arXiv preprint arXiv:2208.09982, 2022 | 22 | 2022 |
| Neural variational sparse topic model for sparse explainable text representation Q Xie, P Tiwari, D Gupta, J Huang, M Peng Information Processing & Management 58 (5), 102614, 2021 | 21 | 2021 |
| Coherent topic hierarchy: A strategy for topic evolutionary analysis on microblog feeds J Zhu, X Li, M Peng, J Huang, T Qian, J Huang, J Liu, R Hong, P Liu International conference on web-age information management, 70-82, 2015 | 19 | 2015 |
| Mass of short texts clustering and topic extraction based on frequent itemsets M Peng, J Huang, J Zhu, J Huang, J Liu Journal of Computer Research & Development 52 (9), 1941-1953, 2015 | 19 | 2015 |
| Graph relational topic model with higher-order graph attention auto-encoders Q Xie, J Huang, P Du, M Peng Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 7 | 2021 |
| LAiW: A Chinese legal large language models benchmark (a technical report) Y Dai, D Feng, J Huang, H Jia, Q Xie, Y Zhang, W Han, W Tian, H Wang arXiv preprint arXiv:2310.05620, 2023 | 6 | 2023 |
| Discriminative regularized deep generative models for semi-supervised learning Q Xie, J Huang, M Peng, Y Zhang, K Peng, H Wang 2019 IEEE international conference on data mining (ICDM), 658-667, 2019 | 6 | 2019 |
| Back to the future: Towards explainable temporal reasoning with large language models C Yuan, Q Xie, J Huang, S Ananiadou arXiv preprint arXiv:2310.01074, 2023 | 5 | 2023 |
| Empowering many, biasing a few: Generalist credit scoring through large language models D Feng, Y Dai, J Huang, Y Zhang, Q Xie, W Han, A Lopez-Lira, H Wang arXiv preprint arXiv:2310.00566, 2023 | 5 | 2023 |
| Select and trade: Towards unified pair trading with hierarchical reinforcement learning W Han, B Zhang, Q Xie, M Peng, Y Lai, J Huang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 5 | 2023 |
| Improving distant supervision of relation extraction with unsupervised methods M Peng, J Huang, Z Sun, S Wang, H Wang, G Zhuo, G Tian Web Information Systems Engineering–WISE 2016: 17th International Conference …, 2016 | 5 | 2016 |
| Transformer for graphs: An overview from architecture perspective. arXiv, 2022 E Min, R Chen, Y Bian, T Xu, K Zhao, W Huang, P Zhao, J Huang, ... arXiv preprint arXiv:2202.08455, 0 | 5 | |
| Sparse topical coding with sparse groups M Peng, Q Xie, J Huang, J Zhu, S Ouyang, J Huang, G Tian International Conference on Web-Age Information Management, 415-426, 2016 | 4 | 2016 |
| Discriminative regularization with conditional generative adversarial nets for semi-supervised learning Q Xie, M Peng, J Huang, B Wang, H Wang 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 3 | 2019 |
Qianqian XieYale UniversityVerified email at yale.edu
