Motif-based Convolutional Neural Network on Graphs. - Aravind Sankar; Xinyang Zhang 002; Kevin Chen-Chuan Chang (CoRR, 2017)

Meta-GNN: metagraph neural network for semi-supervised learning in attributed heterogeneous information networks. - Aravind Sankar; Xinyang Zhang 002; Kevin Chen-Chuan Chang (ASONAM, 2019)

META: Metadata-Empowered Weak Supervision for Text Classification. - Dheeraj Mekala; Xinyang Zhang 002; Jingbo Shang (EMNLP (1), 2020)

Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction. - Aravind Sankar; Xinyang Zhang 002; Adit Krishnan; Jiawei Han 001 (WSDM, 2020)

NetTaxo: Automated Topic Taxonomy Construction from Text-Rich Network. - Jingbo Shang; Xinyang Zhang 002; Liyuan Liu; Sha Li; Jiawei Han 001 (WWW, 2020)

Simulating Online Social Response: A Stimulus/Response Perspective. - Huajie Shao; Tarek F. Abdelzaher; Jiawei Han 001; Minhao Jiang; Yuning Mao; Yu Meng 001; Wenda Qiu; Dachun Sun; Ruijie Wang 004; Chaoqi Yang; Zhenzhou Yang; Xinyang Zhang 002; et al. (WSC, 2021)

Minimally-Supervised Structure-Rich Text Categorization via Learning on Text-Rich Networks. - Xinyang Zhang 002; Chenwei Zhang; Xin Luna Dong; Jingbo Shang; Jiawei Han 001 (WWW, 2021)

OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision. - Xinyang Zhang 002; Chenwei Zhang; Xian Li; Xin Luna Dong; Jingbo Shang; Christos Faloutsos; Jiawei Han 001 (WWW, 2022)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (CoRR, 2022)

Patton: Language Model Pretraining on Text-Rich Networks. - Bowen Jin; Wentao Zhang; Yu Zhang 044; Yu Meng 001; Xinyang Zhang 002; Qi Zhu 008; Jiawei Han 001 (ACL (1), 2023)

Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. - Jiayun Zhang; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (IJCAI, 2023)

TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter. - Xinyang Zhang 002; Yury Malkov; Omar Florez; Serim Park; Brian McWilliams; Jiawei Han 001; Ahmed El-Kishky (KDD, 2023)

Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. - Jiayun Zhang; Xiyuan Zhang 001; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (KDD, 2023)

Federated Learning with Client-Exclusive Classes. - Jiayun Zhang; Xiyuan Zhang 001; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (CoRR, 2023)

ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations. - Yichuan Li 001; Xinyang Zhang 002; Chenwei Zhang; Mao Li; Tianyi Liu; Pei Chen; Yifan Gao 001; Kyumin Lee; Kaize Ding; Zhengyang Wang; Zhihan Zhang 001; Jingbo Shang; et al. (NAACL (Long Papers), 2025)

Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns. - Jiayun Zhang; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (IEEE Trans. Knowl. Data Eng., 2025)

PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time. - Weizhi Zhang 001; Xinyang Zhang 002; Chenwei Zhang; Liangwei Yang; Jingbo Shang; Zhepei Wei; Henry Peng Zou; Zijie Huang 002; Zhengyang Wang; Yifan Gao 001; Xiaoman Pan; Lian Xiong; et al. (CoRR, 2025)

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents. - Weizhi Zhang 001; Yangning Li; Yuanchen Bei; Junyu Luo 002; Guancheng Wan; Liangwei Yang; Chenxuan Xie; Yuyao Yang; Wei-Chieh Huang; Chunyu Miao; Henry Peng Zou; Xiao Luo 001; et al. (CoRR, 2025)