WEFEST: Word Embedding Feature Extension for Short Text Classification. - Lei Sang 001; Fei Xie 002; Xiaojian Liu; Xindong Wu 001 (ICDM Workshops, 2016)

AAANE: Attention-Based Adversarial Autoencoder for Multi-scale Network Embedding. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Xindong Wu 001 (PAKDD (3), 2019)

Multi-modal multi-view Bayesian semantic embedding for community question answering. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Xindong Wu 001 (Neurocomputing, 2019)

Knowledge graph enhanced neural collaborative recommendation. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Xindong Wu 001 (Expert Syst. Appl., 2021)

Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Xindong Wu 001 (Neurocomputing, 2021)

Noise Augmented Double-Stream Graph Convolutional Networks for Image Captioning. - Lingxiang Wu; Min Xu 001; Lei Sang 001; Ting Yao; Tao Mei 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Context-Dependent Propagating-Based Video Recommendation in Multimodal Heterogeneous Information Networks. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Matt Martin; Peter Li; Xindong Wu 001 (IEEE Trans. Multim., 2021)

CETN: Contrast-enhanced Through Network for CTR Prediction. - Honghao Li; Lei Sang 001; Yi Zhang 103; Xuyun Zhang; Yiwen Zhang 001 (CoRR, 2023)

Adversarial Heterogeneous Graph Neural Network for Robust Recommendation. - Lei Sang 001; Min Xu 001; Shengsheng Qian; Xindong Wu 001 (IEEE Trans. Comput. Soc. Syst., 2023)

SimCEN: Simple Contrast-enhanced Network for CTR Prediction. - Honghao Li; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (ACM Multimedia, 2024)

Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering. - Yi Zhang 103; Lei Sang 001; Yiwen Zhang 001 (SIGIR, 2024)

Generative-Contrastive Heterogeneous Graph Neural Network. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (CoRR, 2024)

TF4CTR: Twin Focus Framework for CTR Prediction via Adaptive Sample Differentiation. - Honghao Li; Yiwen Zhang 001; Yi Zhang 103; Lei Sang 001; Yun Yang 001 (CoRR, 2024)

Dual-domain Collaborative Denoising for Social Recommendation. - Wenjie Chen; Yi Zhang 103; Honghao Li; Lei Sang 001; Yiwen Zhang 001 (CoRR, 2024)

DCNv3: Towards Next Generation Deep Cross Network for CTR Prediction. - Honghao Li; Yiwen Zhang 001; Yi Zhang 103; Hanwei Li; Lei Sang 001 (CoRR, 2024)

High-Order Fusion Graph Contrastive Learning for Recommendation. - Yu Zhang 027; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (CoRR, 2024)

Federated Prototype-based Contrastive Learning for Privacy-Preserving Cross-domain Recommendation. - Li Wang 064; Quangui Zhang; Lei Sang 001; Qiang Wu 001; Min Xu 001 (CoRR, 2024)

Feature Interaction Fusion Self-Distillation Network For CTR Prediction. - Lei Sang 001; Qiuze Ru; Honghao Li; Yiwen Zhang 001; Qian Cao; Xindong Wu 001 (CoRR, 2024)

Ensemble Learning via Knowledge Transfer for CTR Prediction. - Honghao Li; Yiwen Zhang 001; Yi Zhang 103; Lei Sang 001 (CoRR, 2024)

A privacy-preserving framework with multi-modal data for cross-domain recommendation. - Li Wang 064; Lei Sang 001; Quangui Zhang; Qiang Wu 001; Min Xu 001 (Knowl. Based Syst., 2024)

Multi-view denoising contrastive learning for bundle recommendation. - Lei Sang 001; Yang Hu; Yi Zhang 103; Yiwen Zhang 001 (Appl. Intell., 2024)

Intent Representation Learning with Large Language Model for Recommendation. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (SIGIR, 2025)

Unveiling Contrastive Learning's Capability of Neighborhood Aggregation for Collaborative Filtering. - Yu Zhang 027; Yiwen Zhang 001; Yi Zhang 103; Lei Sang 001; Yun Yang 001 (SIGIR, 2025)

Masked Heterogeneous Graph Attention Network for robust recommendation. - Lei Sang 001; Xingwang Li; Yu Wang 201; Yi Zhang 103; Shun Lian; Yiwen Zhang 001 (Appl. Soft Comput., 2025)

Towards similar alignment and unique uniformity in collaborative filtering. - Lei Sang 001; Yu Zhang 027; Yi Zhang 103; Honghao Li; Yiwen Zhang 001 (Expert Syst. Appl., 2025)

CETN: Contrast-enhanced Through Network for Click-Through Rate Prediction. - Honghao Li; Lei Sang 001; Yi Zhang 103; Xuyun Zhang; Yiwen Zhang 001 (ACM Trans. Inf. Syst., 2025)

AdaGIN: Adaptive Graph Interaction Network for Click-Through Rate Prediction. - Lei Sang 001; Honghao Li; Yiwen Zhang 001; Yi Zhang 103; Yun Yang 001 (ACM Trans. Inf. Syst., 2025)

Simplify to the Limit! Embedding-Less Graph Collaborative Filtering for Recommender Systems. - Yi Zhang 103; Yiwen Zhang 001; Lei Sang 001; Victor S. Sheng (ACM Trans. Inf. Syst., 2025)

Intent Alignment between Interaction and Language Spaces for Recommendation. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (CoRR, 2025)

Revisiting Alignment and Uniformity for Recommendation via Discrimination and Reliable Assessment. - Xinzhe Jiang; Lei Sang 001; Shun Lian; Yi Zhang 103; Yiwen Zhang 001 (IEEE Trans. Consumer Electron., 2025)

Quadratic Interest Network for Multimodal Click-Through Rate Prediction. - Honghao Li; Hanwei Li; Jing Zhang; Yi Zhang 103; Ziniu Yu; Lei Sang 001; Yiwen Zhang 001 (CoRR, 2025)

Intent-Guided Heterogeneous Graph Contrastive Learning for Recommendation. - Lei Sang 001; Yu Wang 201; Yi Zhang 103; Yiwen Zhang 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction. - Honghao Li; Yiwen Zhang 001; Yi Zhang 103; Lei Sang 001; Jieming Zhu (CoRR, 2025)

Robustness of Prompting: Enhancing Robustness of Large Language Models Against Prompting Attacks. - Lin Mu; Guowei Chu; Li Ni; Lei Sang 001; Zhize Wu; Peiquan Jin; Yiwen Zhang 001 (CoRR, 2025)

Bi-Directional Transfer Graph Contrastive Learning for Social Recommendation. - Lei Sang 001; Mingyuan Liu; Yi Zhang 103; Yuee Huang; Yiwen Zhang 001 (IEEE Trans. Big Data, 2025)

Denoising Heterogeneous Graph Pre-training Framework for Recommendation. - Lei Sang 001; Yu Wang 201; Yiwen Zhang 001; Xindong Wu 001 (ACM Trans. Inf. Syst., 2025)