Xinyang Zhang

According to our database, Xinyang Zhang authored at least 15 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns.

Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

IEEE Trans. Knowl. Data Eng., February, 2025

2023

Federated Learning with Client-Exclusive Classes.

Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

CoRR, 2023

Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework.

Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

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

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter.

Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky

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

Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework.

Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Patton: Language Model Pretraining on Text-Rich Networks.

Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations.

Xinyang Zhang, Yury Malkov, Omar Florez, Serim Park, Brian McWilliams, Jiawei Han, Ahmed El-Kishky

CoRR, 2022

OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision.

Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks.

Xinyang Zhang, Chenwei Zhang, Xin Luna Dong, Jingbo Shang, Jiawei Han

Proceedings of the WWW '21: The Web Conference 2021, 2021

Simulating Online Social Response: A Stimulus/Response Perspective.

Huajie Shao, Tarek F. Abdelzaher, Jiawei Han, Minhao Jiang, Yuning Mao, Yu Meng, Wenda Qiu, Dachun Sun, Ruijie Wang, Chaoqi Yang, Zhenzhou Yang, Xinyang Zhang, Yu Zhang, Sam Cohen, James Flamino, György Korniss, Omar Malik, Aamir Mandviwalla, Boleslaw K. Szymanski, Lake Yin

Proceedings of the Winter Simulation Conference, 2021

2020

NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network.

Jingbo Shang, Xinyang Zhang, Liyuan Liu, Sha Li, Jiawei Han

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

Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction.

Aravind Sankar, Xinyang Zhang, Adit Krishnan, Jiawei Han

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

META: Metadata-Empowered Weak Supervision for Text Classification.

Dheeraj Mekala, Xinyang Zhang, Jingbo Shang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Meta-GNN: metagraph neural network for semi-supervised learning in attributed heterogeneous information networks.

Aravind Sankar, Xinyang Zhang, Kevin Chen-Chuan Chang

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2017

Motif-based Convolutional Neural Network on Graphs.

Aravind Sankar, Xinyang Zhang, Kevin Chen-Chuan Chang

CoRR, 2017