Rong Xiao

26 papers A* 8A 4Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling.
CoRR
Wenji Zhou, Yuhang Zheng, Yinfu Feng, Yunan Ye, Rong Xiao, Long Chen, Xiaosong Yang, Jun Xiao
2025 J jnl
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling.
IEEE Trans. Knowl. Data Eng.
Wen-Ji Zhou, Yuhang Zheng, Yinfu Feng, Yunan Ye, Rong Xiao, Long Chen, Xiaosong Yang, Jun Xiao
2025 J jnl
LLM-I2I: Boost Your Small Item2Item Recommendation Model with Large Language Model.
CoRR
Yinfu Feng, Yanjing Wu, Rong Xiao, Xiaoyi Zen
2024 J jnl
FedSea: Federated Learning via Selective Feature Alignment for Non-IID Multimodal Data.
IEEE Trans. Multim.
Min Tan, Yinfu Feng, Lingqiang Chu, Jingcheng Shi, Rong Xiao, Haihong Tang, Jun Yu
2024 J jnl
Hi-Gen: Generative Retrieval For Large-Scale Personalized E-commerce Search.
CoRR
Yanjing Wu, Yinfu Feng, Jian Wang, Wenji Zhou, Yunan Ye, Rong Xiao
2024 A* conf
Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search.
AAAI
Yiqian Zhang, Yinfu Feng, Wen-Ji Zhou, Yunan Ye, Min Tan, Rong Xiao, Haihong Tang, Jiajun Ding, Jun Yu
2023 — conf
Continual Transfer Learning for Cross-Domain Click-Through Rate Prediction at Taobao.
WWW (Companion Volume)
Lixin Liu, Yanling Wang, Tianming Wang, Dong Guan, Jiawei Wu, Jingxu Chen, Rong Xiao, Wenxiang Zhu, Fei Fang
2023 J jnl
Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model.
CoRR
Jiong Cai, Yong Jiang, Yue Zhang, Chengyue Jiang, Ke Yu, Jianhui Ji, Rong Xiao, Haihong Tang, Tao Wang, Zhongqiang Huang, Pengjun Xie, Fei Huang, Kewei Tu
2023 J jnl
SGPT: Semantic graphs based pre-training for aspect-based sentiment analysis.
World Wide Web (WWW)
Yong Qian, Chen Chen, Zhongqing Wang, Rong Xiao, Haihong Tang
2022 A* conf
Co-training Disentangled Domain Adaptation Network for Leveraging Popularity Bias in Recommenders.
SIGIR
Zhihong Chen, Jiawei Wu, Chenliang Li, Jingxu Chen, Rong Xiao, Binqiang Zhao
2022 J jnl
Continual Transfer Learning for Cross-Domain Click-Through Rate Prediction at Taobao.
CoRR
Lixin Liu, Yanling Wang, Tianming Wang, Dong Guan, Jiawei Wu, Jingxu Chen, Rong Xiao, Wenxiang Zhu, Fei Fang
2022 A* conf
User-Aware Multi-Interest Learning for Candidate Matching in Recommenders.
SIGIR
Zheng Chai, Zhihong Chen, Chenliang Li, Rong Xiao, Houyi Li, Jiawei Wu, Jingxu Chen, Haihong Tang
2021 A conf
Heterogeneous Graph Augmented Multi-Scenario Sharing Recommendation with Tree-Guided Expert Networks.
WSDM
Xichuan Niu, Bofang Li, Chenliang Li, Jun Tan, Rong Xiao, Hongbo Deng
2021 A* conf
Learning a Product Relevance Model from Click-Through Data in E-Commerce.
WWW
Shaowei Yao, Jiwei Tan, Xi Chen, Keping Yang, Rong Xiao, Hongbo Deng, Xiaojun Wan
2021 J jnl
Learning a Product Relevance Model from Click-Through Data in E-Commerce.
CoRR
Shaowei Yao, Jiwei Tan, Xi Chen, Keping Yang, Rong Xiao, Hongbo Deng, Xiaojun Wan
2021 A* conf
Path-based Deep Network for Candidate Item Matching in Recommenders.
SIGIR
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang
2021 J jnl
Path-based Deep Network for Candidate Item Matching in Recommenders.
CoRR
Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang
2021 J jnl
SGPT: Semantic Graphs based Pre-training for Aspect-based Sentiment Analysis.
CoRR
Yong Qian, Zhongqing Wang, Rong Xiao, Chen Chen, Haihong Tang
2020 A* conf
A Dual Heterogeneous Graph Attention Network to Improve Long-Tail Performance for Shop Search in E-Commerce.
KDD
Xichuan Niu, Bofang Li, Chenliang Li, Rong Xiao, Haochuan Sun, Hongbo Deng, Zhenzhong Chen
2020 A* conf
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network.
SIGIR
Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun
2020 J jnl
CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network.
CoRR
Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun
2020 A conf
Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction.
CIKM
Xiaoru Qu, Zhao Li, Jialin Wang, Zhipeng Zhang, Pengcheng Zou, Junxiao Jiang, Jiaming Huang, Rong Xiao, Ji Zhang, Jun Gao
2020 A* conf
ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance.
SIGIR
Zhihong Chen, Rong Xiao, Chenliang Li, Gangfeng Ye, Haochuan Sun, Hongbo Deng
2020 J jnl
ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance.
CoRR
Zhihong Chen, Rong Xiao, Chenliang Li, Gangfeng Ye, Haochuan Sun, Hongbo Deng
2020 A conf
Gated Heterogeneous Graph Representation Learning for Shop Search in E-commerce.
CIKM
Xichuan Niu, Bofang Li, Chenliang Li, Rong Xiao, Haochuan Sun, Honggang Wang, Hongbo Deng, Zhenzhong Chen
2019 A conf
Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce.
WSDM
Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju