Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

MEMORYLLM: Towards Self-Updatable Large Language Models.

[BibT_eX]

[DOI]

Yu Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language Models as Semantic Indexers.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion.

[BibT_eX]

[DOI]

P. Jeffrey Brantingham

Wei Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A Multi-View Multi-Task Learning Framework for Multi-Variate Time Series Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

"Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching.

[BibT_eX]

[DOI]

CoRR, 2023

MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering.

[BibT_eX]

[DOI]

CoRR, 2023

Professional Basketball Player Behavior Synthesis via Planning with Diffusion.

[BibT_eX]

[DOI]

P. Jeffrey Brantingham

Wei Wang

CoRR, 2023

Learning Structured Components: Towards Modular and Interpretable Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2023

Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Scalable Graph Representation Learning via Locality-Sensitive Hashing.

[BibT_eX]

[DOI]

Xiusi Chen

Jyun-Yu Jiang

Wei Wang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games.

[BibT_eX]

[DOI]

P. Jeffrey Brantingham

Wei Wang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Hierarchical Metadata-Aware Document Categorization under Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Evaluating Audience Loyalty and Authenticity in Influencer Marketing via Multi-task Multi-relational Learning.

[BibT_eX]

[DOI]

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

#StayHome or #Marathon?: Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Few-Shot Learning for New User Recommendation in Location-based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2018

TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering.

[BibT_eX]