AutoRec: A Comprehensive Platform for Building Effective and Explainable Recommender Models. - Qing Cui; Qitao Shi; Hao Qian 003; Caizhi Tang; Xixi Li; Yiming Zhao; Tao Jiang; Longfei Li; Jun Zhou 011 (ECML/PKDD (5), 2020)

SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation. - Kai Zhang 038; Hao Qian 003; Qi Liu 003; Zhiqiang Zhang 012; Jun Zhou 011; Jianhui Ma; Enhong Chen (CIKM, 2021)

Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction. - Kai Zhang 038; Hao Qian 003; Qing Cui; Qi Liu 003; Longfei Li; Jun Zhou 011; Jianhui Ma; Enhong Chen (WSDM, 2021)

FwSeqBlock: A Field-wise Approach for Modeling Behavior Representation in Sequential Recommendation. - Hao Qian 003; Qintong Wu; Minghao Li; Zhengwei Wu; Zhiqiang Zhang 012; Jun Zhou 011; Lihong Gu; Jinjie Gu (CIKM, 2022)

Scope-aware Re-ranking with Gated Attention in Feed. - Hao Qian 003; Qintong Wu; Kai Zhang 038; Zhiqiang Zhang 012; Lihong Gu; Xiaodong Zeng; Jun Zhou 011; Jinjie Gu (WSDM, 2022)

EATN: An Efficient Adaptive Transfer Network for Aspect-Level Sentiment Analysis. - Kai Zhang 038; Qi Liu 003; Hao Qian 003; Biao Xiang; Qing Cui; Jun Zhou 011; Enhong Chen (IEEE Trans. Knowl. Data Eng., 2023)

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction. - Hao Qian 003; Hongting Zhou; Qian Zhao; Hao Chen; Hongxiang Yao; Jingwei Wang; Ziqi Liu; Fei Yu; Zhiqiang Zhang 012; Jun Zhou 011 (AAAI, 2024)

Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix. - Xiao Tan 005; Zhaoyang Wang; Hao Qian 003; Jun Zhou 011; Peibo Duan; Dian Shen; Meng Wang 009; Beilun Wang (CIKM, 2024)

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph. - Qian Zhao; Hao Qian 003; Ziqi Liu; Gong-Duo Zhang; Lihong Gu (CIKM, 2024)

Knowledge-augmented Financial Market Analysis and Report Generation. - Yuemin Chen; Feifan Wu; Jingwei Wang; Hao Qian 003; Ziqi Liu; Zhiqiang Zhang 012; Jun Zhou 011; Meng Wang 009 (EMNLP (Industry Track), 2024)

Enhancing LLM Tool Use with High-quality Instruction Data from Knowledge Graph. - Jingwei Wang; Zai Zhang 002; Hao Qian 003; Chunjing Gan; Binbin Hu; Ziqi Liu; Zhiqiang Zhang 012; Jun Zhou 011; Bin Shi; Bo Dong 001 (CoRR, 2025)