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Xiangyu Zhao 0001
Person information
- affiliation: City University of Hong Kong, Hong Kong, China
Other persons with the same name
- Xiangyu Zhao — disambiguation page
- Xiangyu Zhao 0002
— Technical University of Munich, Munich, Germany
- Xiangyu Zhao 0003
— Fudan University, Shanghai, China
- Xiangyu Zhao 0004
— Beijing Research Center for Information Technology in Agriculture, Beijing, China
- Xiangyu Zhao 0005
— Xiamen University, China
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2020 – today
- 2025
- [j16]Qidong Liu, Jiaxi Hu, Yutian Xiao, Xiangyu Zhao, Jingtong Gao, Wanyu Wang, Qing Li, Jiliang Tang:
Multimodal Recommender Systems: A Survey. ACM Comput. Surv. 57(2): 26:1-26:17 (2025) - [c119]Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations. COLING 2025: 886-896 - 2024
- [j15]Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Yang Wang, Enhong Chen:
Large language models for generative information extraction: a survey. Frontiers Comput. Sci. 18(6): 186357 (2024) - [j14]Xiangjie Kong
, Juntao Wang
, Zehao Hu
, Yuwei He
, Xiangyu Zhao
, Guojiang Shen
:
Mobile Trajectory Anomaly Detection: Taxonomy, Methodology, Challenges, and Directions. IEEE Internet Things J. 11(11): 19210-19231 (2024) - [j13]Ziru Liu
, Kecheng Chen, Fengyi Song, Bo Chen
, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
:
AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendation. Knowl. Inf. Syst. 66(1): 89-113 (2024) - [j12]Wei Ni, Xiaoye Miao, Xiangyu Zhao, Yangyang Wu, Shuwei Liang, Jianwei Yin:
Automatic Data Repair: Are We Ready to Deploy? Proc. VLDB Endow. 17(10): 2617-2630 (2024) - [j11]Hao Miao
, Xiaolong Zhong
, Jiaxin Liu
, Yan Zhao
, Xiangyu Zhao
, Weizhu Qian
, Kai Zheng
, Christian S. Jensen
:
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36(4): 1800-1814 (2024) - [j10]Zihuai Zhao
, Wenqi Fan
, Jiatong Li, Yunqing Liu, Xiaowei Mei, Yiqi Wang, Zhen Wen, Fei Wang, Xiangyu Zhao, Jiliang Tang, Qing Li:
Recommender Systems in the Era of Large Language Models (LLMs). IEEE Trans. Knowl. Data Eng. 36(11): 6889-6907 (2024) - [j9]Haoran Yang
, Yuhao Wang
, Xiangyu Zhao
, Hongxu Chen
, Hongzhi Yin
, Qing Li
, Guandong Xu
:
Multi-Level Graph Knowledge Contrastive Learning. IEEE Trans. Knowl. Data Eng. 36(12): 8829-8841 (2024) - [j8]Jingtong Gao
, Xiangyu Zhao
, Muyang Li
, Minghao Zhao
, Runze Wu
, Ruocheng Guo
, Yiding Liu
, Dawei Yin
:
SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations. ACM Trans. Inf. Syst. 42(3): 86:1-86:23 (2024) - [j7]Bo Chen
, Xiangyu Zhao
, Yejing Wang
, Wenqi Fan
, Huifeng Guo
, Ruiming Tang
:
A Comprehensive Survey on Automated Machine Learning for Recommendations. Trans. Recomm. Syst. 2(2): 13:1-13:38 (2024) - [c118]Pengyue Jia
, Yichao Wang, Shanru Lin, Xiaopeng Li
, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
:
D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations. AAAI 2024: 8553-8561 - [c117]Wei Ni
, Kaihang Zhang
, Xiaoye Miao
, Xiangyu Zhao
, Yangyang Wu
, Jianwei Yin
:
IterClean: An Iterative Data Cleaning Framework with Large Language Models. ACM TUR-C 2024 - [c116]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model Training. AIES (1) 2024: 451-462 - [c115]Jingtong Gao
, Bo Chen
, Menghui Zhu
, Xiangyu Zhao
, Xiaopeng Li
, Yuhao Wang
, Yichao Wang
, Huifeng Guo
, Ruiming Tang
:
HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario Recommendations. CIKM 2024: 653-662 - [c114]Langming Liu
, Wanyu Wang
, Xiangyu Zhao
, Zijian Zhang
, Chunxu Zhang
, Shanru Lin
, Yiqi Wang
, Lixin Zou
, Zitao Liu
, Xuetao Wei
, Hongzhi Yin
, Qing Li
:
Efficient and Robust Regularized Federated Recommendation. CIKM 2024: 1452-1461 - [c113]Yunke Qu
, Liang Qu
, Tong Chen
, Xiangyu Zhao
, Quoc Viet Hung Nguyen
, Hongzhi Yin
:
Scalable Dynamic Embedding Size Search for Streaming Recommendation. CIKM 2024: 1941-1950 - [c112]Yuhao Wang
, Yichao Wang
, Zichuan Fu
, Xiangyang Li
, Wanyu Wang
, Yuyang Ye
, Xiangyu Zhao
, Huifeng Guo
, Ruiming Tang
:
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. CIKM 2024: 2472-2481 - [c111]Derong Xu
, Ziheng Zhang
, Zhihong Zhu
, Zhenxi Lin
, Qidong Liu
, Xian Wu
, Tong Xu
, Wanyu Wang
, Yuyang Ye
, Xiangyu Zhao
, Enhong Chen
, Yefeng Zheng
:
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CIKM 2024: 2660-2670 - [c110]Jiahao Chen
, Zitao Liu
, Mingliang Hou
, Xiangyu Zhao
, Weiqi Luo
:
Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one Conversations. CIKM 2024: 5333-5337 - [c109]Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. LREC/COLING 2024: 11956-11968 - [c108]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. EMNLP (Findings) 2024: 7744-7757 - [c107]Chi Zhang
, Qilong Han, Rui Chen, Xiangyu Zhao, Peng Tang, Hongtao Song:
SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation. ICDE 2024: 803-815 - [c106]Xixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou, Lixin Zou, Xiangyu Zhao, Dawei Yin, Shirui Pan, Yanan Cao:
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification. ICML 2024 - [c105]Yinghui Liu, Guojiang Shen, Chengyong Cui, Zhenzhen Zhao, Xiao Han, Jiaxin Du, Xiangyu Zhao, Xiangjie Kong:
KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation. IJCAI 2024: 2207-2215 - [c104]Xueyi Li, Youheng Bai, Teng Guo, Zitao Liu, Yaying Huang, Xiangyu Zhao, Feng Xia, Weiqi Luo, Jian Weng:
Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear Biases. IJCAI 2024: 5918-5926 - [c103]Xiao Han, Chen Zhu, Xiao Hu, Chuan Qin, Xiangyu Zhao, Hengshu Zhu:
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning. KDD 2024: 1004-1015 - [c102]Yuanshao Zhu
, James Jian Qiao Yu
, Xiangyu Zhao
, Qidong Liu
, Yongchao Ye
, Wei Chen
, Zijian Zhang
, Xuetao Wei
, Yuxuan Liang
:
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. KDD 2024: 4676-4687 - [c101]Pengyue Jia
, Yejing Wang
, Zhaocheng Du
, Xiangyu Zhao
, Yichao Wang
, Bo Chen
, Wanyu Wang
, Huifeng Guo
, Ruiming Tang
:
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems. KDD 2024: 5194-5205 - [c100]Ziru Liu
, Shuchang Liu
, Bin Yang
, Zhenghai Xue
, Qingpeng Cai
, Xiangyu Zhao
, Zijian Zhang
, Lantao Hu
, Han Li
, Peng Jiang
:
Modeling User Retention through Generative Flow Networks. KDD 2024: 5497-5508 - [c99]Pengyue Jia
, Yiding Liu, Xiangyu Zhao, Xiaopeng Li, Changying Hao, Shuaiqiang Wang, Dawei Yin:
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion. NAACL-HLT 2024: 2498-2518 - [c98]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors. NeurIPS 2024 - [c97]Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin:
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models. NeurIPS 2024 - [c96]Qidong Liu, Xian Wu, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng, Xiangyu Zhao:
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation. NeurIPS 2024 - [c95]Junlei Zhou, Jiashi Gao, Xiangyu Zhao, Xin Yao, Xuetao Wei:
Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation. NeurIPS 2024 - [c94]Ziyi Zhou, Xinwei Guo, Jiashi Gao, Xiangyu Zhao, Shiyao Zhang, Xin Yao, Xuetao Wei:
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models. NeurIPS 2024 - [c93]Sheng Zhang
, Maolin Wang
, Xiangyu Zhao
, Ruocheng Guo
, Yao Zhao
, Chenyi Zhuang
, Jinjie Gu
, Zijian Zhang
, Hongzhi Yin
:
DNS-Rec: Data-aware Neural Architecture Search for Recommender Systems. RecSys 2024: 591-600 - [c92]Maolin Wang
, Yaoming Zhen, Yu Pan, Yao Zhao, Chenyi Zhuang, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao:
Tensorized Hypergraph Neural Networks. SDM 2024: 127-135 - [c91]Zijian Zhang
, Shuchang Liu
, Jiaao Yu
, Qingpeng Cai
, Xiangyu Zhao
, Chunxu Zhang
, Ziru Liu
, Qidong Liu
, Hongwei Zhao
, Lantao Hu
, Peng Jiang
, Kun Gai
:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. SIGIR 2024: 893-902 - [c90]Qidong Liu
, Xian Wu
, Xiangyu Zhao
, Yuanshao Zhu
, Derong Xu
, Feng Tian
, Yefeng Zheng
:
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. SIGIR 2024: 1104-1114 - [c89]Xinhang Li
, Xiangyu Zhao
, Zihao Wang
, Yang Duan
, Yong Zhang
, Chunxiao Xing
:
Optimal Transport Enhanced Cross-City Site Recommendation. SIGIR 2024: 1441-1451 - [c88]Xinhang Li
, Xiangyu Zhao
, Yejing Wang
, Yu Liu
, Chong Chen
, Cheng Long
, Yong Zhang
, Chunxiao Xing
:
OpenSiteRec: An Open Dataset for Site Recommendation. SIGIR 2024: 1483-1493 - [c87]Ziru Liu
, Shuchang Liu
, Zijian Zhang
, Qingpeng Cai
, Xiangyu Zhao
, Kesen Zhao
, Lantao Hu
, Peng Jiang
, Kun Gai
:
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. SIGIR 2024: 1872-1882 - [c86]Qingpeng Cai
, Xiangyu Zhao
, Ling Pan
, Xin Xin
, Jin Huang
, Weinan Zhang
, Li Zhao
, Dawei Yin
, Grace Hui Yang
:
AgentIR: 1st Workshop on Agent-based Information Retrieval. SIGIR 2024: 3025-3028 - [c85]Dugang Liu
, Chaohua Yang
, Xing Tang
, Yejing Wang
, Fuyuan Lyu
, Weihong Luo
, Xiuqiang He
, Zhong Ming
, Xiangyu Zhao
:
MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems. WSDM 2024: 434-442 - [c84]Yuhao Wang
, Ziru Liu
, Yichao Wang
, Xiangyu Zhao, Bo Chen
, Huifeng Guo
, Ruiming Tang:
Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation. WSDM 2024: 779-787 - [c83]Maolin Wang
, Yao Zhao
, Jiajia Liu
, Jingdong Chen
, Chenyi Zhuang
, Jinjie Gu
, Ruocheng Guo
, Xiangyu Zhao
:
Large Multimodal Model Compression via Iterative Efficient Pruning and Distillation. WWW (Companion Volume) 2024: 235-244 - [c82]Wenjie Wang
, Yang Zhang
, Xinyu Lin
, Fuli Feng
, Weiwen Liu
, Yong Liu
, Xiangyu Zhao
, Wayne Xin Zhao
, Yang Song
, Xiangnan He
:
The 2nd Workshop on Recommendation with Generative Models. WWW (Companion Volume) 2024: 1715-1718 - [i109]Maolin Wang, Yu Pan, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao, Wanyu Wang, Yiqi Wang, Zitao Liu, Langming Liu:
Cumulative Distribution Function based General Temporal Point Processes. CoRR abs/2402.00388 (2024) - [i108]Sheng Zhang, Maolin Wang, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao, Zijian Zhang, Hongzhi Yin:
EASRec: Elastic Architecture Search for Efficient Long-term Sequential Recommender Systems. CoRR abs/2402.00390 (2024) - [i107]Qidong Liu, Xian Wu
, Xiangyu Zhao, Yuanshao Zhu, Zijian Zhang, Feng Tian, Yefeng Zheng:
Large Language Model Distilling Medication Recommendation Model. CoRR abs/2402.02803 (2024) - [i106]Hanbing Wang, Xiaorui Liu, Wenqi Fan, Xiangyu Zhao, Venkataramana Kini, Devendra Yadav, Fei Wang, Zhen Wen, Jiliang Tang, Hui Liu:
Rethinking Large Language Model Architectures for Sequential Recommendations. CoRR abs/2402.09543 (2024) - [i105]Xinjian Zhao, Liang Zhang, Yang Liu, Ruocheng Guo, Xiangyu Zhao:
Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation. CoRR abs/2402.10468 (2024) - [i104]Jiaxi Hu, Jingtong Gao, Xiangyu Zhao, Yuehong Hu, Yuxuan Liang, Yiqi Wang, Ming He, Zitao Liu, Hongzhi Yin:
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation. CoRR abs/2402.17334 (2024) - [i103]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu
, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. CoRR abs/2402.18099 (2024) - [i102]Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu
, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. CoRR abs/2403.01972 (2024) - [i101]Chi Zhang, Qilong Han, Rui Chen, Xiangyu Zhao, Peng Tang, Hongtao Song:
SSDRec: Self-Augmented Sequence Denoising for Sequential Recommendation. CoRR abs/2403.04278 (2024) - [i100]Wenjie Wang, Yang Zhang, Xinyu Lin, Fuli Feng, Weiwen Liu, Yong Liu, Xiangyu Zhao, Wayne Xin Zhao, Yang Song, Xiangnan He:
The 2nd Workshop on Recommendation with Generative Models. CoRR abs/2403.04399 (2024) - [i99]Pengyue Jia, Yejing Wang, Zhaocheng Du, Xiangyu Zhao, Yichao Wang, Bo Chen, Wanyu Wang, Huifeng Guo, Ruiming Tang
:
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems. CoRR abs/2403.12660 (2024) - [i98]Wenlin Zhang, Chuhan Wu
, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai
, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
:
Tired of Plugins? Large Language Models Can Be End-To-End Recommenders. CoRR abs/2404.00702 (2024) - [i97]Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai:
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. CoRR abs/2404.03637 (2024) - [i96]Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang:
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. CoRR abs/2404.15380 (2024) - [i95]Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. CoRR abs/2404.18465 (2024) - [i94]Pengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao, Yuhao Wang, Yantong Du, Xiao Han, Xuetao Wei, Shuaiqiang Wang, Dawei Yin:
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models. CoRR abs/2405.14702 (2024) - [i93]Qidong Liu, Xian Wu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng:
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item. CoRR abs/2405.20646 (2024) - [i92]Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang:
Modeling User Retention through Generative Flow Networks. CoRR abs/2406.06043 (2024) - [i91]Sheng Zhang, Maolin Wang, Xiangyu Zhao:
GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. CoRR abs/2406.10244 (2024) - [i90]Jingtong Gao, Bo Chen, Xiangyu Zhao, Weiwen Liu, Xiangyang Li, Yichao Wang, Zijian Zhang, Wanyu Wang, Yuyang Ye, Shanru Lin, Huifeng Guo, Ruiming Tang
:
LLM-enhanced Reranking in Recommender Systems. CoRR abs/2406.12433 (2024) - [i89]Yuhao Wang, Yichao Wang, Zichuan Fu
, Xiangyang Li, Xiangyu Zhao, Huifeng Guo, Ruiming Tang
:
LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation. CoRR abs/2406.12529 (2024) - [i88]Xiao Han, Chen Zhu, Xiao Hu, Chuan Qin, Xiangyu Zhao, Hengshu Zhu:
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning. CoRR abs/2407.00082 (2024) - [i87]Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin:
Scalable Dynamic Embedding Size Search for Streaming Recommendation. CoRR abs/2407.15411 (2024) - [i86]Xihong Yang, Yiqi Wang, Jin Chen, Wenqi Fan, Xiangyu Zhao, En Zhu, Xinwang Liu, Defu Lian:
Dual Test-time Training for Out-of-distribution Recommender System. CoRR abs/2407.15620 (2024) - [i85]Shuyan Huang, Zitao Liu, Xiangyu Zhao, Weiqi Luo, Jian Weng:
Towards Robust Knowledge Tracing Models via k-Sparse Attention. CoRR abs/2407.17097 (2024) - [i84]Yusheng Lu, Zhaocheng Du, Xiangyang Li, Xiangyu Zhao, Weiwen Liu, Yichao Wang, Huifeng Guo, Ruiming Tang
, Zhenhua Dong, Yongrui Duan:
Prompt Tuning as User Inherent Profile Inference Machine. CoRR abs/2408.06577 (2024) - [i83]Xiao Han, Zijian Zhang, Xiangyu Zhao, Guojiang Shen, Xiangjie Kong, Xuetao Wei, Liqiang Nie, Jieping Ye:
GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. CoRR abs/2408.10286 (2024) - [i82]Xiao Han, Chen Zhu, Xiangyu Zhao, Hengshu Zhu:
Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework. CoRR abs/2408.11312 (2024) - [i81]Ziwei Liu, Qidong Liu, Yejing Wang, Wanyu Wang, Pengyue Jia, Maolin Wang, Zitao Liu, Yi Chang, Xiangyu Zhao:
Bidirectional Gated Mamba for Sequential Recommendation. CoRR abs/2408.11451 (2024) - [i80]Haoran Yang, Xiangyu Zhao, Sirui Huang, Qing Li, Guandong Xu:
LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning. CoRR abs/2409.01145 (2024) - [i79]Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng:
Large Language Model Empowered Embedding Generator for Sequential Recommendation. CoRR abs/2409.19925 (2024) - [i78]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning. CoRR abs/2410.06509 (2024) - [i77]Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen:
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. CoRR abs/2410.15702 (2024) - [i76]Yejing Wang, Dong Xu, Xiangyu Zhao, Zhiren Mao, Peng Xiang, Ling Yan, Yao Hu, Zijian Zhang, Xuetao Wei, Qidong Liu:
GPRec: Bi-level User Modeling for Deep Recommenders. CoRR abs/2410.20730 (2024) - [i75]Langming Liu, Xiangyu Zhao, Chi Zhang, Jingtong Gao, Wanyu Wang, Wenqi Fan, Yiqi Wang, Ming He, Zitao Liu, Qing Li:
LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. CoRR abs/2411.01537 (2024) - [i74]Langming Liu, Wanyu Wang, Xiangyu Zhao, Zijian Zhang, Chunxu Zhang, Shanru Lin, Yiqi Wang, Lixin Zou, Zitao Liu, Xuetao Wei, Hongzhi Yin, Qing Li:
Efficient and Robust Regularized Federated Recommendation. CoRR abs/2411.01540 (2024) - [i73]Yuanshao Zhu, James Jianqiao Yu, Xiangyu Zhao, Xuetao Wei, Yuxuan Liang:
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces. CoRR abs/2411.03859 (2024) - [i72]Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Jianxin Li, Hongzhi Yin:
Sparser Training for On-Device Recommendation Systems. CoRR abs/2411.12205 (2024) - [i71]Wei Yuan, Guanhua Ye, Xiangyu Zhao, Quoc Viet Hung Nguyen, Yang Cao, Hongzhi Yin:
Tackling Data Heterogeneity in Federated Time Series Forecasting. CoRR abs/2411.15716 (2024) - [i70]Suyuan Huang, Chao Zhang, Yuanyuan Wu, Haoxin Zhang, Yuan Wang, Maolin Wang, Shaosheng Cao, Tong Xu, Xiangyu Zhao, Zengchang Qin, Yan Gao, Yunhan Bai, Jun Fan, Yao Hu, Enhong Chen:
ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval. CoRR abs/2411.15766 (2024) - [i69]Pengyue Jia, Zhaocheng Du, Yichao Wang, Xiangyu Zhao, Xiaopeng Li, Yuhao Wang, Qidong Liu, Huifeng Guo, Ruiming Tang:
AltFS: Agency-light Feature Selection with Large Language Models in Deep Recommender Systems. CoRR abs/2412.08516 (2024) - [i68]Pengyue Jia, Derong Xu, Xiaopeng Li, Zhaocheng Du, Xiangyang Li, Xiangyu Zhao, Yichao Wang, Yuhao Wang, Huifeng Guo, Ruiming Tang:
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation. CoRR abs/2412.08519 (2024) - [i67]Jingyu Peng, Maolin Wang, Xiangyu Zhao, Kai Zhang, Wanyu Wang, Pengyue Jia, Qi Liu, Ruocheng Guo, Qi Liu:
Stepwise Reasoning Error Disruption Attack of LLMs. CoRR abs/2412.11934 (2024) - [i66]Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian:
Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future. CoRR abs/2412.13432 (2024) - [i65]Zijian Zhang, Shuchang Liu, Ziru Liu, Rui Zhong, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Qidong Liu, Peng Jiang:
LLM-Powered User Simulator for Recommender System. CoRR abs/2412.16984 (2024) - [i64]Xiaopeng Li, Xiangyang Li, Hao Zhang, Zhaocheng Du, Pengyue Jia, Yichao Wang, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval. CoRR abs/2412.17250 (2024) - [i63]Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian:
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. CoRR abs/2412.20040 (2024) - 2023
- [j6]Haoran Yang
, Xiangyu Zhao, Muyang Li, Hongxu Chen, Guandong Xu
:
Mitigating the performance sacrifice in DP-satisfied federated settings through graph contrastive learning. Inf. Sci. 648: 119552 (2023) - [j5]Wenqi Fan
, Xiangyu Zhao
, Qing Li
, Tyler Derr
, Yao Ma
, Hui Liu
, Jianping Wang
, Jiliang Tang
:
Adversarial Attacks for Black-Box Recommender Systems via Copying Transferable Cross-Domain User Profiles. IEEE Trans. Knowl. Data Eng. 35(12): 12415-12429 (2023) - [j4]Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Xiangyu Zhao, Baoxing Huai, Xian Wu
, Enhong Chen:
Interaction-aware Drug Package Recommendation via Policy Gradient. ACM Trans. Inf. Syst. 41(1): 3:1-3:32 (2023) - [c81]Zijian Zhang
, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. AAAI 2023: 4902-4910 - [c80]Xinhang Li
, Xiangyu Zhao
, Yong Zhang
, Chunxiao Xing
:
Towards Automatic ICD Coding via Knowledge Enhanced Multi-Task Learning. CIKM 2023: 1238-1248 - [c79]Xiaopeng Li
, Fan Yan
, Xiangyu Zhao
, Yichao Wang
, Bo Chen
, Huifeng Guo
, Ruiming Tang
:
HAMUR: Hyper Adapter for Multi-Domain Recommendation. CIKM 2023: 1268-1277 - [c78]Xinhang Li
, Zhaopeng Qiu
, Xiangyu Zhao
, Yong Zhang
, Chunxiao Xing
, Xian Wu
:
REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning. CIKM 2023: 1278-1287 - [c77]Qidong Liu
, Fan Yan
, Xiangyu Zhao
, Zhaocheng Du
, Huifeng Guo
, Ruiming Tang
, Feng Tian
:
Diffusion Augmentation for Sequential Recommendation. CIKM 2023: 1576-1586 - [c76]Qian Ma
, Zijian Zhang
, Xiangyu Zhao
, Haoliang Li
, Hongwei Zhao
, Yiqi Wang
, Zitao Liu
, Wanyu Wang
:
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CIKM 2023: 1756-1765 - [c75]Zijian Zhang
, Xiangyu Zhao
, Qidong Liu
, Chunxu Zhang
, Qian Ma
, Wanyu Wang
, Hongwei Zhao
, Yiqi Wang
, Zitao Liu
:
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. CIKM 2023: 3195-3205 - [c74]Zijian Zhang