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Xiusi Chen
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Atrank: An attention-based user behavior modeling framework for recommendation
C Zhou, J Bai, J Song, X Liu, Z Zhao, X Chen, J Gao
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
3622018
St-norm: Spatial and temporal normalization for multi-variate time series forecasting
J Deng, X Chen, R Jiang, X Song, IW Tsang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
1632021
Taxogen: Unsupervised topic taxonomy construction by adaptive term embedding and clustering
C Zhang, F Tao, X Chen, J Shen, M Jiang, B Sadler, M Vanni, J Han
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
146*2018
Bridging language and items for retrieval and recommendation
Y Hou, J Li, Z He, A Yan, X Chen, J McAuley
arXiv preprint arXiv:2403.03952, 2024
872024
Doc2cube: Allocating documents to text cube without labeled data
F Tao, C Zhang, X Chen, M Jiang, T Hanratty, L Kaplan, J Han
2018 IEEE International Conference on Data Mining (ICDM), 1260-1265, 2018
43*2018
Few-Shot Learning for New User Recommendation in Location-based Social Networks
R Li, X Wu, X Chen, W Wang
Proceedings of The Web Conference 2020, 2472-2478, 2020
402020
A multi-view multi-task learning framework for multi-variate time series forecasting
J Deng, X Chen, R Jiang, X Song, IW Tsang
IEEE Transactions on Knowledge and Data Engineering 35 (8), 7665-7680, 2022
392022
The pulse of urban transport: Exploring the co-evolving pattern for spatio-temporal forecasting
J Deng, X Chen, Z Fan, R Jiang, X Song, IW Tsang
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (6), 1-25, 2021
28*2021
Disentangling structured components: Towards adaptive, interpretable and scalable time series forecasting
J Deng, X Chen, R Jiang, D Yin, Y Yang, X Song, IW Tsang
IEEE Transactions on Knowledge and Data Engineering, 2024
27*2024
Hierarchical metadata-aware document categorization under weak supervision
Y Zhang, X Chen, Y Meng, J Han
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
252021
Beyond Answers: Transferring Reasoning Capabilities to Smaller LLMs Using Multi-Teacher Knowledge Distillation
Y Tian*, Y Han*, X Chen*, W Wang, NV Chawla
Proceedings of the 18th ACM International Conference on Web Search and Data …, 2025
22*2025
Language models as semantic indexers
B Jin, H Zeng, G Wang, X Chen, T Wei, R Li, Z Wang, Z Li, Y Li, H Lu, ...
International Conference on Machine Learning (ICML), 2024
222024
COVID-19 surveiller: toward a robust and effective pandemic surveillance system based on social media mining
JY Jiang, Y Zhou, X Chen, YR Jhou, L Zhao, S Liu, PC Yang, J Ahmar, ...
Philosophical Transactions of the Royal Society A 380 (2214), 20210125, 2022
202022
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Y Zhang*, X Chen*, B Jin*, S Wang, S Ji, W Wang, J Han
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024
192024
Evaluating audience loyalty and authenticity in influencer marketing via multi-task multi-relational learning
S Kim, X Chen, JY Jiang, J Han, W Wang
Proceedings of the International AAAI Conference on Web and Social Media 15 …, 2021
172021
Motifclass: Weakly supervised text classification with higher-order metadata information
Y Zhang, S Garg, Y Meng, X Chen, J Han
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
162022
MemoryLLM: Towards self-updatable large language models
Y Wang, Y Gao, X Chen, H Jiang, S Li, J Yang, Q Yin, Z Li, X Li, B Yin, ...
International Conference on Machine Learning (ICML), 2024
152024
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation
X Chen, Y Zhang, J Deng, JY Jiang, W Wang
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
152023
MinPrompt: Graph-based minimal prompt data augmentation for few-shot question answering
X Chen, JY Jiang, WC Chang, CJ Hsieh, HF Yu, W Wang
Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024
132024
Weakly supervised multi-label classification of full-text scientific papers
Y Zhang, B Jin, X Chen, Y Shen, Y Zhang, Y Meng, J Han
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
122023
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