Xiangyu Zhao 0001 - researchr alias

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Viewing Publication 1 - 45 from 45

2025

2024

Task Assignment With Efficient Federated Preference Learning in Spatial CrowdsourcingHao Miao 0001, Xiaolong Zhong, Jiaxin Liu, Yan Zhao 0008, Xiangyu Zhao 0001, Weizhu Qian, Kai Zheng 0001, Christian S. Jensen. tkde, 36(4):1800-1814, April 2024. [doi]

Mobile Trajectory Anomaly Detection: Taxonomy, Methodology, Challenges, and DirectionsXiangjie Kong 0001, Juntao Wang, Zehao Hu, Yuwei He, Xiangyu Zhao 0001, Guojiang Shen. iotj, 11(11):19210-19231, June 2024. [doi]

AgentIR: 1st Workshop on Agent-based Information RetrievalQingpeng Cai 0001, Xiangyu Zhao 0001, Ling Pan, Xin Xin 0003, Jin Huang 0010, Weinan Zhang 0001, Li Zhao 0007, Dawei Yin, Grace Hui Yang. sigir 2024: 3025-3028 [doi]

Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion LearningXiao Han 0004, Chen Zhu 0003, Xiao Hu, Chuan Qin 0002, Xiangyu Zhao 0001, Hengshu Zhu. kdd 2024: 1004-1015 [doi]

Multi-turn Classroom Dialogue Dataset: Assessing Student Performance from One-on-one ConversationsJiahao Chen 0006, Zitao Liu 0001, Mingliang Hou, Xiangyu Zhao 0001, Weiqi Luo 0002. CIKM 2024: 5333-5337 [doi]

LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario RecommendationYuhao Wang 0006, Yichao Wang 0002, Zichuan Fu, Xiangyang Li, Wanyu Wang, Yuyang Ye, Xiangyu Zhao 0001, Huifeng Guo, Ruiming Tang. CIKM 2024: 2472-2481 [doi]

A Comprehensive Survey on Automated Machine Learning for RecommendationsBo Chen 0023, Xiangyu Zhao 0001, Yejing Wang, Wenqi Fan, Huifeng Guo, Ruiming Tang. tors, 2(2), June 2024. [doi]

Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model TrainingJiashi Gao, Ziwei Wang, Xiangyu Zhao 0001, Xin Yao 0001, Xuetao Wei. aies 2024: 451-462 [doi]

Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic BehaviorsJiashi Gao, Ziwei Wang, Xiangyu Zhao 0001, Xin Yao 0001, Xuetao Wei. nips 2024: [doi]

HierRec: Scenario-Aware Hierarchical Modeling for Multi-scenario RecommendationsJingtong Gao, Bo Chen 0023, Menghui Zhu, Xiangyu Zhao 0001, Xiaopeng Li, Yuhao Wang 0006, Yichao Wang 0002, Huifeng Guo, Ruiming Tang. CIKM 2024: 653-662 [doi]

SMLP4Rec: An Efficient All-MLP Architecture for Sequential RecommendationsJingtong Gao, Xiangyu Zhao 0001, Muyang Li, Minghao Zhao 0002, Runze Wu, Ruocheng Guo, Yiding Liu, Dawei Yin. tois, 42(3), May 2024. [doi]

ERASE: Benchmarking Feature Selection Methods for Deep Recommender SystemsPengyue Jia, Yejing Wang, Zhaocheng Du, Xiangyu Zhao 0001, Yichao Wang 0001, Bo Chen 0023, Wanyu Wang, Huifeng Guo, Ruiming Tang. kdd 2024: 5194-5205 [doi]

D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain RecommendationsPengyue Jia, Yichao Wang 0002, Shanru Lin, Xiaopeng Li, Xiangyu Zhao 0001, Huifeng Guo, Ruiming Tang. AAAI 2024: 8553-8561 [doi]

G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsPengyue Jia, Yiding Liu, Xiaopeng Li, Xiangyu Zhao 0001, Yuhao Wang 0006, Yantong Du, Xiao Han 0004, Xuetao Wei, Shuaiqiang Wang, Dawei Yin. nips 2024: [doi]

MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionPengyue Jia, Yiding Liu, Xiangyu Zhao 0001, Xiaopeng Li, Changying Hao, Shuaiqiang Wang, Dawei Yin. naacl 2014: 2498-2518 [doi]

Enhancing Length Generalization for Attention Based Knowledge Tracing Models with Linear BiasesXueyi Li, Youheng Bai, Teng Guo, Zitao Liu 0001, Yaying Huang, Xiangyu Zhao 0001, Feng Xia 0001, Weiqi Luo 0002, Jian Weng 0001. IJCAI 2024: 5918-5926 [doi]

Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node ClassificationXixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou 0001, Lixin Zou, Xiangyu Zhao 0001, Dawei Yin, Shirui Pan, Yanan Cao. icml 2024: [doi]

AutoAssign+: Automatic Shared Embedding Assignment in streaming recommendationZiru Liu, Kecheng Chen, Fengyi Song, Bo Chen 0023, Xiangyu Zhao 0001, Huifeng Guo, Ruiming Tang. kais, 66(1):89-113, January 2024. [doi]

MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender SystemsDugang Liu, Chaohua Yang, Xing Tang 0007, Yejing Wang, Fuyuan Lyu, Weihong Luo, Xiuqiang He 0001, Zhong Ming 0001, Xiangyu Zhao 0001. wsdm 2024: 434-442 [doi]

KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town RecommendationYinghui Liu, Guojiang Shen, Chengyong Cui, Zhenzhen Zhao, Xiao Han 0004, Jiaxin Du, Xiangyu Zhao 0001, Xiangjie Kong 0001. IJCAI 2024: 2207-2215 [doi]

Efficient and Robust Regularized Federated RecommendationLangming Liu, Wanyu Wang, Xiangyu Zhao 0001, Zijian Zhang 0009, Chunxu Zhang, Shanru Lin, Yiqi Wang 0001, Lixin Zou, Zitao Liu 0001, Xuetao Wei, Hongzhi Yin, Qing Li 0001. CIKM 2024: 1452-1461 [doi]

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term RetentionZiru Liu, Shuchang Liu 0006, Zijian Zhang, Qingpeng Cai 0001, Xiangyu Zhao 0001, Kesen Zhao, Lantao Hu, Peng Jiang 0002, Kun Gai. sigir 2024: 1872-1882 [doi]

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical ApplicationsQidong Liu, Xian Wu 0001, Xiangyu Zhao 0001, Yuanshao Zhu, Derong Xu, Feng Tian 0002, Yefeng Zheng 0001. sigir 2024: 1104-1114 [doi]

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential RecommendationQidong Liu, Xian Wu 0001, Yejing Wang, Zijian Zhang 0009, Feng Tian 0002, Yefeng Zheng 0001, Xiangyu Zhao 0001. nips 2024: [doi]

Modeling User Retention through Generative Flow NetworksZiru Liu, Shuchang Liu 0006, Bin Yang, Zhenghai Xue, Qingpeng Cai 0001, Xiangyu Zhao 0001, Zijian Zhang 0009, Lantao Hu, Han Li, Peng Jiang 0002. kdd 2024: 5497-5508 [doi]

Automatic Data Repair: Are We Ready to Deploy?Wei Ni, Xiaoye Miao, Xiangyu Zhao 0001, Yangyang Wu, Shuwei Liang, Jianwei Yin. pvldb, 17(10):2617-2630, June 2024. [doi]

Scalable Dynamic Embedding Size Search for Streaming RecommendationYunke Qu, Liang Qu, Tong Chen 0005, Xiangyu Zhao 0001, Quoc Viet Hung Nguyen, Hongzhi Yin. CIKM 2024: 1941-1950 [doi]

Large Multimodal Model Compression via Iterative Efficient Pruning and DistillationMaolin Wang, Yao Zhao, Jiajia Liu, Jingdong Chen, Chenyi Zhuang, Jinjie Gu, Ruocheng Guo, Xiangyu Zhao 0001. WWW 2024: 235-244 [doi]

Tensorized Hypergraph Neural NetworksMaolin Wang, Yaoming Zhen, Yu Pan 0005, Yao Zhao, Chenyi Zhuang, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao 0001. sdm 2024: 127-135 [doi]

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive DecodingDerong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu 0001, Tong Xu 0001, Xiangyu Zhao 0001, Yefeng Zheng 0001, Enhong Chen. emnlp 2024: 7744-7757 [doi]

Multi-perspective Improvement of Knowledge Graph Completion with Large Language ModelsDerong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu 0001, Xiangyu Zhao 0001, Yefeng Zheng 0001, Enhong Chen. COLING 2024: 11956-11968 [doi]

Editing Factual Knowledge and Explanatory Ability of Medical Large Language ModelsDerong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu 0001, Tong Xu 0001, Wanyu Wang, Yuyang Ye, Xiangyu Zhao 0001, Enhong Chen, Yefeng Zheng 0001. CIKM 2024: 2660-2670 [doi]

Large language models for generative information extraction: a surveyDerong Xu, Wei Chen 0156, Wenjun Peng, Chao Zhang, Tong Xu 0001, Xiangyu Zhao 0001, Xian Wu, Yefeng Zheng 0001, Yang Wang, Enhong Chen. fcsc, 18(6):186357, December 2024. [doi]

Multi-Level Graph Knowledge Contrastive LearningHaoran Yang, Yuhao Wang 0006, Xiangyu Zhao 0001, Hongxu Chen 0002, Hongzhi Yin, Qing Li 0001, Guandong Xu 0001. tkde, 36(12):8829-8841, December 2024. [doi]

3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation FrameworkZijian Zhang, Shuchang Liu 0006, Jiaao Yu, Qingpeng Cai 0001, Xiangyu Zhao 0001, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang 0002, Kun Gai. sigir 2024: 893-902 [doi]

DNS-Rec: Data-aware Neural Architecture Search for Recommender SystemsSheng Zhang, Maolin Wang 0001, Xiangyu Zhao 0001, Ruocheng Guo, Yao Zhao, Chenyi Zhuang, Jinjie Gu, Zijian Zhang 0009, Hongzhi Yin. recsys 2024: 591-600 [doi]

SSDRec: Self-Augmented Sequence Denoising for Sequential RecommendationChi Zhang, Qilong Han, Rui Chen 0012, Xiangyu Zhao 0001, Peng Tang, Hongtao Song. icde 2024: 803-815 [doi]

Recommender Systems in the Era of Large Language Models (LLMs)Zihuai Zhao, Wenqi Fan, Jiatong Li, Yunqing Liu, Xiaowei Mei, Yiqi Wang 0001, Zhen Wen, Fei Wang, Xiangyu Zhao 0001, Jiliang Tang, Qing Li 0001. tkde, 36(11):6889-6907, November 2024. [doi]

Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image GenerationJunlei Zhou, Jiashi Gao, Xiangyu Zhao 0001, Xin Yao 0001, Xuetao Wei. nips 2024: [doi]

Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language ModelsZiyi Zhou, Xinwei Guo, Jiashi Gao, Xiangyu Zhao 0001, Shiyao Zhang, Xin Yao 0001, Xuetao Wei. nips 2024: [doi]

ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion ModelYuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao 0001, Qidong Liu, Yongchao Ye, Wei Chen 0070, Zijian Zhang 0009, Xuetao Wei, Yuxuan Liang. kdd 2024: 4676-4687 [doi]

2023

Federated Knowledge Graph Completion via Latent Embedding Sharing and Tensor FactorizationMaolin Wang, Dun Zeng, Zenglin Xu, Ruocheng Guo, Xiangyu Zhao 0001. icdm 2023: 1361-1366 [doi]

KuaiSim: A Comprehensive Simulator for Recommender SystemsKesen Zhao, Shuchang Liu 0006, Qingpeng Cai 0001, Xiangyu Zhao 0001, Ziru Liu, Dong Zheng, Peng Jiang, Kun Gai. nips 2023: [doi]

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