MAE4Rec: Storage-saving Transformer for Sequential Recommendations. - Kesen Zhao; Xiangyu Zhao 001; Zijian Zhang 009; Muyang Li (CIKM, 2022)

AutoSTL: Automated Spatio-Temporal Multi-Task Learning. - Zijian Zhang 009; Xiangyu Zhao 001; Hao Miao 001; Chunxu Zhang; Hongwei Zhao; Junbo Zhang (AAAI, 2023)

Counterfactual Adversarial Learning for Recommendation. - Jialin Liu; Zijian Zhang 009; Xiangyu Zhao 001; Jun Li 002 (CIKM, 2023)

Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. - Qian Ma 012; Zijian Zhang 009; Xiangyu Zhao 001; Haoliang Li; Hongwei Zhao; Yiqi Wang 001; Zitao Liu 001; Wanyu Wang (CIKM, 2023)

MLPST: MLP is All You Need for Spatio-Temporal Prediction. - Zijian Zhang 009; Ze Huang; Zhiwei Hu; Xiangyu Zhao 001; Wanyu Wang; Zitao Liu 001; Junbo Zhang; S. Joe Qin; Hongwei Zhao (CIKM, 2023)

PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. - Zijian Zhang 009; Xiangyu Zhao 001; Qidong Liu 002; Chunxu Zhang; Qian Ma 012; Wanyu Wang; Hongwei Zhao; Yiqi Wang 001; Zitao Liu 001 (CIKM, 2023)

Dual Personalization on Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Chengqi Zhang; Bo Yang 002 (IJCAI, 2023)

AutoMLP: Automated MLP for Sequential Recommendations. - Muyang Li; Zijian Zhang 009; Xiangyu Zhao 001; Wanyu Wang; Minghao Zhao 002; Runze Wu 001; Ruocheng Guo (WWW, 2023)

MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations. - Jiahao Liang; Xiangyu Zhao 001; Muyang Li; Zijian Zhang 009; Wanyu Wang; Haochen Liu; Zitao Liu 001 (WWW, 2023)

Graph-guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Peng Yan 002; Zijian Zhang 009; Bo Yang 002 (CoRR, 2023)

IFedRec: Item-Guided Federated Aggregation for Cold-Start. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Xiangyu Zhao 001; Zijian Zhang 009; Bo Yang 002 (CoRR, 2023)

BO-Aug: learning data augmentation policies via Bayesian optimization. - Chunxu Zhang; Ximing Li; Zijian Zhang 009; Jiaxu Cui; Bo Yang 002 (Appl. Intell., 2023)

LaenNet: Learning robust GCNs by propagating labels. - Chunxu Zhang; Ximing Li; Hongbin Pei; Zijian Zhang 009; Bing Liu; Bo Yang 002 (Neural Networks, 2023)

Efficient and Robust Regularized Federated Recommendation. - Langming Liu; Wanyu Wang; Xiangyu Zhao 001; Zijian Zhang 009; Chunxu Zhang; Shanru Lin; Yiqi Wang 001; Lixin Zou; Zitao Liu 001; Xuetao Wei; Hongzhi Yin; Qing Li 001 (CIKM, 2024)

Bi-Level User Modeling for Deep Recommenders. - Yejing Wang; Dong Xu; Xiangyu Zhao 001; Zhiren Mao; Peng Xiang; Ling Yan; Yao Hu 002; Zijian Zhang 009; Xuetao Wei; Qidong Liu 002 (ICDM, 2024)

Federated Adaptation for Foundation Model-based Recommendations. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Xiao Fang; Yang Song; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (IJCAI, 2024)

Modeling User Retention through Generative Flow Networks. - Ziru Liu; Shuchang Liu 006; Bin Yang 042; Zhenghai Xue; Qingpeng Cai 001; Xiangyu Zhao 001; Zijian Zhang 009; Lantao Hu; Han Li 005; Peng Jiang 002 (KDD, 2024)

GPFedRec: Graph-Guided Personalization for Federated Recommendation. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (KDD, 2024)

ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. - Yuanshao Zhu; James Jian Qiao Yu; Xiangyu Zhao 001; Qidong Liu 002; Yongchao Ye; Wei Chen 070; Zijian Zhang 009; Xuetao Wei; Yuxuan Liang (KDD, 2024)

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation. - Qidong Liu 002; Xian Wu 001; Yejing Wang; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001; Xiangyu Zhao 001 (NeurIPS, 2024)

DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems. - Sheng Zhang 028; Maolin Wang 001; Xiangyu Zhao 001; Ruocheng Guo; Yao Zhao; Chenyi Zhuang; Jinjie Gu; Zijian Zhang 009; Hongzhi Yin (RecSys, 2024)

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. - Ziru Liu; Shuchang Liu 006; Zijian Zhang 009; Qingpeng Cai 001; Xiangyu Zhao 001; Kesen Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (SIGIR, 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 006; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (SIGIR, 2024)

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. - Chunxu Zhang; Guodong Long; Tianyi Zhou 001; Zijian Zhang 009; Peng Yan 002; Bo Yang 002 (WWW, 2024)

EASRec: Elastic Architecture Search for Efficient Long-term Sequential Recommender Systems. - Sheng Zhang 028; Maolin Wang 001; Yao Zhao; Chenyi Zhuang; Jinjie Gu; Ruocheng Guo; Xiangyu Zhao 001; Zijian Zhang 009; Hongzhi Yin (CoRR, 2024)

Large Language Model Distilling Medication Recommendation Model. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 006; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (CoRR, 2024)

Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yejing Wang; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2024)

LLM-enhanced Reranking in Recommender Systems. - Jingtong Gao; Bo Chen 023; Xiangyu Zhao 001; Weiwen Liu; Xiangyang Li; Yichao Wang 002; Zijian Zhang 009; Wanyu Wang; Yuyang Ye 002; Shanru Lin; Huifeng Guo; Ruiming Tang (CoRR, 2024)

GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. - Xiao Han 004; Zijian Zhang 009; Xiangyu Zhao 001; Guojiang Shen; Xiangjie Kong 001; Xuetao Wei; Liqiang Nie; Jieping Ye (CoRR, 2024)

GPRec: Bi-level User Modeling for Deep Recommenders. - Yejing Wang; Dong Xu; Xiangyu Zhao 001; Zhiren Mao; Peng Xiang; Ling Yan; Yao Hu 002; Zijian Zhang 009; Xuetao Wei; Qidong Liu 002 (CoRR, 2024)

Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. - Qidong Liu 002; Xiangyu Zhao 001; Yuhao Wang 006; Yejing Wang; Zijian Zhang 009; Yuqi Sun; Xiang Li 113; Maolin Wang 001; Pengyue Jia; Chong Chen 001; Wei Huang; Feng Tian 002 (CoRR, 2024)

GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. - Xiao Han 004; Zijian Zhang 009; Xiangyu Zhao 001; Yuanshao Zhu; Guojiang Shen; Xiangjie Kong 001; Xuetao Wei; Liqiang Nie; Jieping Ye (AAAI, 2025)

LLM-Powered User Simulator for Recommender System. - Zijian Zhang 009; Shuchang Liu 006; Ziru Liu; Rui Zhong; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Qidong Liu 002; Peng Jiang 002 (AAAI, 2025)

Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. - Chunxu Zhang; Guodong Long; Hongkuan Guo; Zhaojie Liu; Guorui Zhou; Zijian Zhang 009; Yang Liu 165; Bo Yang 002 (AAAI, 2025)

Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation. - Qidong Liu 002; Xiangyu Zhao 001; Yejing Wang; Zijian Zhang 009; Howard Zhong; Chong Chen 001; Xiang Li 113; Wei Huang; Feng Tian 002 (SIGIR, 2025)

Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era. - Zijian Zhang 009; Hao Miao 001; Yuxuan Liang; Yan Zhao 008; Xiao Han 004; Pengyue Jia; Bin Yang 002; Christian S. Jensen (WWW (Companion Volume), 2025)

Personalized Recommendation Models in Federated Settings: A Survey. - Chunxu Zhang; Guodong Long; Zijian Zhang 009; Zhiwei Li 007; Honglei Zhang; Qiang Yang 001; Bo Yang 002 (CoRR, 2025)

A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. - Qidong Liu 002; Zhaopeng Qiu; Xiangyu Zhao 001; Xian Wu 001; Zijian Zhang 009; Tong Xu 001; Feng Tian 002 (ACM Trans. Inf. Syst., 2025)