Large-Scale Targeted Marketing by Supervised PageRank with Seeds. - Zhiwei (Tony) Qin; Chengxiang Zhuo; Wei Tan; Jun Xie; Jieping Ye (MLDM (2), 2018)

Domain Adaptation with Incomplete Target Domains. - Zhenpeng Li; Jianan Jiang; Yuhong Guo; Tiantian Tang; Chengxiang Zhuo; Jieping Ye (CoRR, 2020)

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. - Xiangjin Xie; Yuxin Chen 002; Ruipeng Wang; Xianli Zhang; Shilei Cao 001; Kai Ouyang; Zihan Zhang; Hai-Tao Zheng 002; Buyue Qian; Hansen Zheng; Bo Hu; Chengxiang Zhuo; et al. (ICDM, 2022)

OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities. - Yuanzhen Xie; Tao Xie; Mingxiong Lin; Wentao Wei; Chenglin Li; Beibei Kong; Lei Chen; Chengxiang Zhuo; Bo Hu; Zang Li (CoRR, 2023)

Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs. - Shaojie Zhu; Zhaobin Wang; Chengxiang Zhuo; Hui Lu; Bo Hu; Zang Li (CoRR, 2023)

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm. - Yuanzhen Xie; Xinzhou Jin; Tao Xie; Mingxiong Lin; Liang Chen 001; Chenyun Yu; Cheng Lei; Chengxiang Zhuo; Bo Hu; Zang Li (ACL (Findings), 2024)

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm. - Yuanzhen Xie; Xinzhou Jin; Tao Xie; Mingxiong Lin; Liang Chen 001; Chenyun Yu; Lei Cheng 005; Chengxiang Zhuo; Bo Hu; Zang Li (CoRR, 2024)

L2CL: Embarrassingly Simple Layer-to-Layer Contrastive Learning for Graph Collaborative Filtering. - Xinzhou Jin; Jintang Li; Liang Chen 001; Chenyun Yu; Yuanzhen Xie; Tao Xie; Chengxiang Zhuo; Zang Li; Zibin Zheng (CoRR, 2024)

MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation. - Xiangjin Xie; Yuxin Chen 002; Ruipeng Wang; Kai Ouyang; Zihan Zhang; Hai-Tao Zheng 002; Buyue Qian; Hansen Zheng; Bo Hu; Chengxiang Zhuo; Zang Li (CoRR, 2025)

VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning. - Siran Chen; Boyu Chen; Chenyun Yu; Yuxiao Luo; Ouyang Yi; Lei Cheng; Chengxiang Zhuo; Zang Li; Yali Wang (CoRR, 2025)

G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation. - Boyu Chen; Siran Chen; Zhengrong Yue; Kainan Yan; Chenyun Yu; Beibei Kong; Cheng Lei; Chengxiang Zhuo; Zang Li; Yali Wang (CoRR, 2025)