Zijian Zhang - RankMe

68 papers A* 21A 7B 1Journal 36Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Benchmark Islands: Toward Representative Trustworthiness Evaluation for Agentic AI. CoRR Jinhu Qi, Yifan Li, Minghao Zhao, Wentao Zhang, Zijian Zhang, Yaoman Li, Irwin King
2026	A*	`conf`	Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization. AAAI Yuanshao Zhu, Xiangyu Zhao, Zijian Zhang, Xuetao Wei, James Jianqiao Yu
2026	—	`conf`	Exploring Recommender System Evaluation: A Multi-Modal LLM Agent Framework for A/B Testing. KDD (1) Wenlin Zhang, Xiangyang Li, Qiyuan Ge, Kuicai Dong, Pengyue Jia, Xiaopeng Li, Zijian Zhang, Maolin Wang, Yichao Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao
2026	J	`jnl`	Exploring Recommender System Evaluation: A Multi-Modal User Agent Framework for A/B Testing. CoRR Wenlin Zhang, Xiangyang Li, Qiyuan Ge, Kuicai Dong, Pengyue Jia, Xiaopeng Li, Zijian Zhang, Maolin Wang, Yichao Wang, Huifeng Guo, Ruiming Tang, Xiangyu Zhao
2026	A*	`conf`	FedDis: A Causal Disentanglement Framework for Federated Traffic Prediction. WWW Chengyang Zhou, Zijian Zhang, Chunxu Zhang, Hao Miao, Yulin Zhang, Kedi Lyu, Juncheng Hu
2026	A*	`conf`	SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential Recommendation. WWW Chunxu Zhang, Shanqiang Huang, Zijian Zhang, Jiahong Liu, Linsong Yu, Ruiqi Wan, Bo Yang, Irwin King
2026	A*	`conf`	UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling. WWW Pingping Liu, Jiamiao Liu, Zijian Zhang, Hao Miao, Qi Jiang, Qingliang Li, Qiuzhan Zhou, Irwin King
2026	J	`jnl`	UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling. CoRR Pingping Liu, Jiamiao Liu, Zijian Zhang, Hao Miao, Qi Jiang, Qingliang Li, Qiuzhan Zhou, Irwin King
2025	J	`jnl`	A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. ACM Trans. Inf. Syst. Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian
2025	J	`jnl`	Boosting Fine-Grained Urban Flow Inference via Lightweight Architecture and Focalized Optimization. CoRR Yuanshao Zhu, Xiangyu Zhao, Zijian Zhang, Xuetao Wei, James Jianqiao Yu
2025	A*	`conf`	Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation. SIGIR Qidong Liu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Howard Zhong, Chong Chen, Xiang Li, Wei Huang, Feng Tian
2025	J	`jnl`	Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation. CoRR Qidong Liu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Howard Zhong, Chong Chen, Xiang Li, Wei Huang, Feng Tian
2025	A*	`conf`	GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. AAAI Xiao Han, Zijian Zhang, Xiangyu Zhao, Yuanshao Zhu, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye
2025	A*	`conf`	LLM-Powered User Simulator for Recommender System. AAAI Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang
2025	—	`conf`	Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends. KDD (2) Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian
2025	B	`conf`	Learning from Spatio-Temporal Data in the LLM Era: Foundations, Models, and Emerging Trends. SSTD Zijian Zhang, Xiao Han, Xiangyu Zhao, Chenjuan Guo, Bin Yang
2025	A*	`conf`	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. AAAI Chunxu Zhang, Guodong Long, Hongkuan Guo, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
2025	J	`jnl`	Personalized Recommendation Models in Federated Settings: A Survey. CoRR Chunxu Zhang, Guodong Long, Zijian Zhang, Zhiwei Li, Honglei Zhang, Qiang Yang, Bo Yang
2025	J	`jnl`	Personalized Recommendation Models in Federated Settings: A Survey. IEEE Trans. Knowl. Data Eng. Chunxu Zhang, Guodong Long, Zijian Zhang, Zhiwei Li, Honglei Zhang, Qiang Yang, Bo Yang
2025	J	`jnl`	The Best of the Two Worlds: Harmonizing Semantic and Hash IDs for Sequential Recommendation. CoRR Ziwei Liu, Yejing Wang, Qidong Liu, Zijian Zhang, Chong Chen, Wei Huang, Xiangyu Zhao
2025	J	`jnl`	TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting. CoRR Mingyuan Xia, Chunxu Zhang, Zijian Zhang, Hao Miao, Qidong Liu, Yuanshao Zhu, Bo Yang
2025	—	`conf`	Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era. WWW (Companion Volume) Zijian Zhang, Hao Miao, Yuxuan Liang, Yan Zhao, Xiao Han, Pengyue Jia, Bin Yang, Christian S. Jensen
2024	J	`jnl`	A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. CoRR Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian
2024	A*	`conf`	Bi-Level User Modeling for Deep Recommenders. ICDM Yejing Wang, Dong Xu, Xiangyu Zhao, Zhiren Mao, Peng Xiang, Ling Yan, Yao Hu, Zijian Zhang, Xuetao Wei, Qidong Liu
2024	A*	`conf`	ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. KDD Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang
2024	J	`jnl`	ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. CoRR Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang
2024	A	`conf`	DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems. RecSys Sheng Zhang, Maolin Wang, Xiangyu Zhao, Ruocheng Guo, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Zijian Zhang, Hongzhi Yin
2024	J	`jnl`	EASRec: Elastic Architecture Search for Efficient Long-term Sequential Recommender Systems. CoRR Sheng Zhang, Maolin Wang, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao, Zijian Zhang, Hongzhi Yin
2024	A	`conf`	Efficient and Robust Regularized Federated Recommendation. CIKM Langming Liu, Wanyu Wang, Xiangyu Zhao, Zijian Zhang, Chunxu Zhang, Shanru Lin, Yiqi Wang, Lixin Zou, Zitao Liu, Xuetao Wei, Hongzhi Yin, Qing Li
2024	J	`jnl`	Efficient and Robust Regularized Federated Recommendation. CoRR Langming Liu, Wanyu Wang, Xiangyu Zhao, Zijian Zhang, Chunxu Zhang, Shanru Lin, Yiqi Wang, Lixin Zou, Zitao Liu, Xuetao Wei, Hongzhi Yin, Qing Li
2024	A*	`conf`	Federated Adaptation for Foundation Model-based Recommendations. IJCAI Chunxu Zhang, Guodong Long, Hongkuan Guo, Xiao Fang, Yang Song, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
2024	J	`jnl`	Federated Adaptation for Foundation Model-based Recommendations. CoRR Chunxu Zhang, Guodong Long, Hongkuan Guo, Xiao Fang, Yang Song, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
2024	A*	`conf`	GPFedRec: Graph-Guided Personalization for Federated Recommendation. KDD Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang
2024	J	`jnl`	GPRec: Bi-level User Modeling for Deep Recommenders. CoRR Yejing Wang, Dong Xu, Xiangyu Zhao, Zhiren Mao, Peng Xiang, Ling Yan, Yao Hu, Zijian Zhang, Xuetao Wei, Qidong Liu
2024	J	`jnl`	GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. CoRR Xiao Han, Zijian Zhang, Xiangyu Zhao, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye
2024	A*	`conf`	LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation. NeurIPS Qidong Liu, Xian Wu, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng, Xiangyu Zhao
2024	J	`jnl`	LLM-Powered User Simulator for Recommender System. CoRR Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang
2024	J	`jnl`	LLM-enhanced Reranking in Recommender Systems. CoRR Jingtong Gao, Bo Chen, Xiangyu Zhao, Weiwen Liu, Xiangyang Li, Yichao Wang, Zijian Zhang, Wanyu Wang, Yuyang Ye, Shanru Lin, Huifeng Guo, Ruiming Tang
2024	J	`jnl`	Large Language Model Distilling Medication Recommendation Model. CoRR Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Zijian Zhang, Feng Tian, Yefeng Zheng
2024	J	`jnl`	Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. CoRR Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian
2024	J	`jnl`	Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item. CoRR Qidong Liu, Xian Wu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng
2024	A*	`conf`	M SIGIR Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai
2024	J	`jnl`	M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. CoRR Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai
2024	A*	`conf`	Modeling User Retention through Generative Flow Networks. KDD Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
2024	J	`jnl`	Modeling User Retention through Generative Flow Networks. CoRR Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang
2024	J	`jnl`	Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach. CoRR Chunxu Zhang, Guodong Long, Hongkuan Guo, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
2024	A*	`conf`	Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. SIGIR Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai
2024	J	`jnl`	Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. CoRR Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai
2024	A*	`conf`	When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions. WWW Chunxu Zhang, Guodong Long, Tianyi Zhou, Zijian Zhang, Peng Yan, Bo Yang
2023	A*	`conf`	AutoMLP: Automated MLP for Sequential Recommendations. WWW Muyang Li, Zijian Zhang, Xiangyu Zhao, Wanyu Wang, Minghao Zhao, Runze Wu, Ruocheng Guo
2023	J	`jnl`	AutoMLP: Automated MLP for Sequential Recommendations. CoRR Muyang Li, Zijian Zhang, Xiangyu Zhao, Wanyu Wang, Minghao Zhao, Runze Wu, Ruocheng Guo
2023	A*	`conf`	AutoSTL: Automated Spatio-Temporal Multi-Task Learning. AAAI Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang
2023	J	`jnl`	AutoSTL: Automated Spatio-Temporal Multi-Task Learning. CoRR Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang
2023	J	`jnl`	BO-Aug: learning data augmentation policies via Bayesian optimization. Appl. Intell. Chunxu Zhang, Ximing Li, Zijian Zhang, Jiaxu Cui, Bo Yang
2023	A	`conf`	Counterfactual Adversarial Learning for Recommendation. CIKM Jialin Liu, Zijian Zhang, Xiangyu Zhao, Jun Li
2023	A*	`conf`	Dual Personalization on Federated Recommendation. IJCAI Chunxu Zhang, Guodong Long, Tianyi Zhou, Peng Yan, Zijian Zhang, Chengqi Zhang, Bo Yang
2023	J	`jnl`	Dual Personalization on Federated Recommendation. CoRR Chunxu Zhang, Guodong Long, Tianyi Zhou, Peng Yan, Zijian Zhang, Chengqi Zhang, Bo Yang
2023	J	`jnl`	Graph-guided Personalization for Federated Recommendation. CoRR Chunxu Zhang, Guodong Long, Tianyi Zhou, Peng Yan, Zijian Zhang, Bo Yang
2023	J	`jnl`	IFedRec: Item-Guided Federated Aggregation for Cold-Start. CoRR Chunxu Zhang, Guodong Long, Tianyi Zhou, Xiangyu Zhao, Zijian Zhang, Bo Yang
2023	J	`jnl`	LaenNet: Learning robust GCNs by propagating labels. Neural Networks Chunxu Zhang, Ximing Li, Hongbin Pei, Zijian Zhang, Bing Liu, Bo Yang
2023	A	`conf`	MLPST: MLP is All You Need for Spatio-Temporal Prediction. CIKM Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
2023	J	`jnl`	MLPST: MLP is All You Need for Spatio-Temporal Prediction. CoRR Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
2023	A*	`conf`	MMMLP: Multi-modal Multilayer Perceptron for Sequential Recommendations. WWW Jiahao Liang, Xiangyu Zhao, Muyang Li, Zijian Zhang, Wanyu Wang, Haochen Liu, Zitao Liu
2023	A	`conf`	PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CIKM Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu
2023	J	`jnl`	PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CoRR Zijian Zhang, Xiangyu Zhao, Qidong Liu, Chunxu Zhang, Qian Ma, Wanyu Wang, Hongwei Zhao, Yiqi Wang, Zitao Liu
2023	A	`conf`	Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CIKM Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang
2023	J	`jnl`	Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CoRR Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang
2022	A	`conf`	MAE4Rec: Storage-saving Transformer for Sequential Recommendations. CIKM Kesen Zhao, Xiangyu Zhao, Zijian Zhang, Muyang Li