Asynchronous Decentralized Online Learning. - Jiyan Jiang; Wenpeng Zhang 003; Jinjie Gu; Wenwu Zhu 001 (NeurIPS, 2021)

AutoGL: A Library for Automated Graph Learning. - Chaoyu Guan; Ziwei Zhang 001; Haoyang Li 001; Heng Chang; Zeyang Zhang 001; Yijian Qin; Jiyan Jiang; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2021)

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond. - Shiji Zhou; Wenpeng Zhang 003; Jiyan Jiang; Wenliang Zhong; Jinjie Gu; Wenwu Zhu 001 (NeurIPS, 2022)

Multi-Objective Online Learning. - Jiyan Jiang; Wenpeng Zhang 003; Shiji Zhou; Lihong Gu; Xiaodong Zeng; Wenwu Zhu 001 (ICLR, 2023)

Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems. - Tianchi Cai; Shenliao Bao; Jiyan Jiang; Shiji Zhou; Wenpeng Zhang 003; Lihong Gu; Jinjie Gu; Guannan Zhang (SIGIR, 2023)

Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning. - Tianchi Cai; Jiyan Jiang; Wenpeng Zhang 003; Shiji Zhou; Xierui Song; Li Yu; Lihong Gu; Xiaodong Zeng; Jinjie Gu; Guannan Zhang (WSDM, 2023)

ULMA: Unified Language Model Alignment with Demonstration and Point-wise Human Preference. - Tianchi Cai; Xierui Song; Jiyan Jiang; Fei Teng; Jinjie Gu; Guannan Zhang (CoRR, 2023)

FoRAG: Factuality-optimized Retrieval Augmented Generation for Web-enhanced Long-form Question Answering. - Tianchi Cai; Zhiwen Tan; Xierui Song; Tao Sun 018; Jiyan Jiang; Yunqi Xu; Yinger Zhang; Jinjie Gu (KDD, 2024)

Face4Rag: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese. - Yunqi Xu; Tianchi Cai; Jiyan Jiang; Xierui Song (KDD, 2024)