| 2026 | WWW | From Token to Item: Enhancing Large Language Models for Recommendation via Item-aware Attention Mechanism. | Xiaokun Zhang, Bowei He, Jiamin Chen, Ziqiang Cui, Chen Ma |
| 2026 | SIGIR | Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation. | Peiyang Liu, Ziqiang Cui, Xi Wang, Di Liang, Wei Ye |
| 2026 | SIGIR | Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation. | Peiyang Liu, Qiang Yan, Ziqiang Cui, Di Liang, Xi Wang, Wei Ye |
| 2026 | WSDM | Have We Really Understood Collaborative Information? An Empirical Investigation. | Xiaokun Zhang, Zhaochun Ren, Bowei He, Ziqiang Cui, Chen Ma |
| 2025 | IJCAI | Multi-Objective Neural Bandits with Random Scalarization. | Ji Cheng, Bo Xue, Chengyu Lu, Ziqiang Cui, Qingfu Zhang |
| 2025 | KDD | Shapley Value-driven Data Pruning for Recommender Systems. | Yansen Zhang, Xiaokun Zhang, Ziqiang Cui, Chen Ma |
| 2025 | SIGIR | Comprehending Knowledge Graphs with Large Language Models for Recommender Systems. | Ziqiang Cui, Yunpeng Weng, Xing Tang, Fuyuan Lyu, Dugang Liu, Xiuqiang He, Chen Ma |
| 2025 | SIGIR | Queries Are Not Alone: Clustering Text Embeddings for Video Search. | Peiyang Liu, Xi Wang, Ziqiang Cui, Wei Ye |
| 2024 | CIKM | Context Matters: Enhancing Sequential Recommendation with Context-aware Diffusion-based Contrastive Learning. | Ziqiang Cui, Haolun Wu, Bowei He, Ji Cheng, Chen Ma |
| 2024 | KDD | Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. | Bowei He, Yunpeng Weng, Xing Tang, Ziqiang Cui, Zexu Sun, Liang Chen, Xiuqiang He, Chen Ma |
| 2024 | SDM | Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks. | Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma |
| 2022 | CIKM | An Enhanced Gated Graph Neural Network for E-commerce Recommendation. | Jihai Zhang, Fangquan Lin, Cheng Yang, Ziqiang Cui |
| 2022 | IJCNN | Dual Disentangled Attention for Multi-Information Utilization in Sequential Recommendation. | Ziqiang Cui, Yixin Su, Fangquan Lin, Cheng Yang, Hanwei Zhang, Jihai Zhang |
| 2008 | CSCWD | AAM: A conceptual model for CSCW. | Ziqiang Cui, Qiang Liu |