Yada Zhu
Orcid: 0000-0002-3338-6371
According to our database1,
Yada Zhu
authored at least 66 papers
between 2009 and 2024.
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Bibliography
2024
ACM Trans. Knowl. Discov. Data, May, 2024
Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection.
CoRR, 2024
CoRR, 2024
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024
FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud Detection.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
TGEditor: Task-Guided Graph Editing for Augmenting Temporal Financial Transaction Networks.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
Earnings Call Analysis Using a Sparse Attention Based Encoder and Multi-Source Counterfactual Augmentation.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
Dynamic Covariance Estimation under Structural Assumptions via a Joint Optimization Approach.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023
2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Knowledge Graph Guided Simultaneous Forecasting and Network Learning for Multivariate Financial Time Series.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
Cost-Efficient Reinforcement Learning for Optimal Trade Execution on Dynamic Market Environment.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
2021
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis.
CoRR, 2021
On Sample Based Explanation Methods for NLP: Efficiency, Faithfulness, and Semantic Evaluation.
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the IEEE International Conference on Services Computing, 2021
2020
Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States.
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Task-Based Learning via Task-Oriented Prediction Network with Applications in Finance.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Heterogeneous representation learning with separable structured sparsity regularization.
Knowl. Inf. Syst., 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
Co-Clustering Structural Temporal Data with Applications to Semiconductor Manufacturing.
ACM Trans. Knowl. Discov. Data, 2016
2015
Multi-stage optimization for periodic inspection planning of geo-distributed infrastructure systems.
Eur. J. Oper. Res., 2015
Data Min. Knowl. Discov., 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Ann. Oper. Res., 2011
2010
IEEE Trans Autom. Sci. Eng., 2010
Eur. J. Oper. Res., 2010
2009
IEEE Trans Autom. Sci. Eng., 2009