Lock-Free Optimization for Non-Convex Problems. - Shen-Yi Zhao; Gong-Duo Zhang; Wu-Jun Li (AAAI, 2017)

Proximal SCOPE for Distributed Sparse Learning. - Shen-Yi Zhao; Gong-Duo Zhang; Ming-Wei Li; Wu-Jun Li (NeurIPS, 2018)

Feature-Distributed SVRG for High-Dimensional Linear Classification. - Gong-Duo Zhang; Shen-Yi Zhao; Hao Gao; Wu-Jun Li (CoRR, 2018)

Proximal SCOPE for Distributed Sparse Learning: Better Data Partition Implies Faster Convergence Rate. - Shen-Yi Zhao; Gong-Duo Zhang; Ming-Wei Li; Wu-Jun Li (CoRR, 2018)

An Industrial Framework for Cold-Start Recommendation in Zero-Shot Scenarios. - Zhaoxin Huan; Gongduo Zhang; Xiaolu Zhang; Jun Zhou 011; Qintong Wu; Lihong Gu; Jinjie Gu; Yong He 009; Yue Zhu; Linjian Mo (SIGIR, 2022)

A Multi-Task Learning Approach for Delayed Feedback Modeling. - Zhigang Huangfu; Gongduo Zhang; Zhengwei Wu; Qintong Wu; Zhiqiang Zhang 012; Lihong Gu; Jun Zhou 011; Jinjie Gu (WWW (Companion Volume), 2022)

Alleviating Matching Bias in Marketing Recommendations. - Junpeng Fang; Qing Cui; Gongduo Zhang; Caizhi Tang; Lihong Gu; Longfei Li; Jinjie Gu; Jun Zhou 011; Fei Wu 001 (SIGIR, 2023)

Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations. - Junpeng Fang; Gongduo Zhang; Qing Cui; Caizhi Tang; Lihong Gu; Longfei Li; Jinjie Gu; Jun Zhou 011 (AAAI, 2024)

To Explore or Exploit? A Gradient-informed Framework to Address the Feedback Loop for Graph based Recommendation. - Zhigang Huangfu; Binbin Hu; Zhengwei Wu; Fengyu Han; Gong-Duo Zhang; Lihong Gu; Zhiqiang Zhang 012 (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)

Counterfactual Data Augmentation for Debiased Coupon Recommendations Based on Potential Knowledge. - Junpeng Fang; Gongduo Zhang; Qing Cui; Lihong Gu; Longfei Li; Jinjie Gu; Jun Zhou 011 (WWW (Companion Volume), 2024)

Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts. - Gong-Duo Zhang; Ruiqing Chen; Qian Zhao; Zhengwei Wu; Fengyu Han; Huan-Yi Su; Ziqi Liu; Lihong Gu; Lin Zhou (AAAI, 2025)