Hongxia Yang

2025

doi dblp

CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop.

Shengyu Zhang|Fan Yao|Yujie Lu|Chaoyue Niu|Hongxia Yang|Fan Wu|Fei Wu

Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025

2024

doi dblp

SLED: Structure Learning based Denoising for Recommendation.

Shengyu Zhang|Tan Jiang|Kun Kuang|Fuli Feng|Jin Yu|Jianxin Ma|Zhou Zhao|Jianke Zhu|Hongxia Yang|Tat-Seng Chua|Fei Wu

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2

doi dblp

An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendation.

Luo Ji|Jiayu Mao|Hailong Shi|Qian Li|Yunfei Chu|Hongxia Yang

Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part III

2023

doi dblp

DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization.

Zheqi Lv|Wenqiao Zhang|Shengyu Zhang|Kun Kuang|Feng Wang|Yongwei Wang|Zhengyu Chen|Tao Shen|Hongxia Yang|Beng Chin Ooi|Fei Wu

Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp

Intra-session Context-aware Feed Recommendation in Live Systems.

Luo Ji|Gao Liu|Mingyang Yin|Hongxia Yang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp

Uncovering Causal Effects of Online Short Videos on Consumer Behaviors.

Ziqi Tan|Shengyu Zhang|Nuanxin Hong|Kun Kuang|Yifan Yu|Jin Yu|Zhou Zhao|Hongxia Yang|Shiyuan Pan|Jingren Zhou|Fei Wu

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp

Deep Unified Representation for Heterogeneous Recommendation.

Chengqiang Lu|Mingyang Yin|Shuheng Shen|Luo Ji|Qi Liu|Hongxia Yang

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp

STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation.

Zhen Yang|Ming Ding|Bin Xu|Hongxia Yang|Jie Tang

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp

Reinforcement Learning to Optimize Lifetime Value in Cold-Start Recommendation.

Luo Ji|Qi Qin|Bingqing Han|Hongxia Yang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp

Sparse-Interest Network for Sequential Recommendation.

Qiaoyu Tan|Jianwei Zhang|Jiangchao Yao|Ninghao Liu|Jingren Zhou|Hongxia Yang|Xia Hu

WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp

Controllable Gradient Item Retrieval.

Haonan Wang|Chang Zhou|Carl Yang|Hongxia Yang|Jingrui He

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

doi dblp

Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation.

Yongji Wu|Defu Lian|Neil Zhenqiang Gong|Lu Yin|Mingyang Yin|Jingren Zhou|Hongxia Yang

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

doi dblp

Deep Co-Attention Network for Multi-View Subspace Learning.

Lecheng Zheng|Yu Cheng|Hongxia Yang|Nan Cao|Jingrui He

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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Bringing Order to Network Embedding: A Relative Ranking based Approach.

Yaojing Wang|Guosheng Pan|Yuan Yao|Hanghang Tong|Hongxia Yang|Feng Xu|Jian Lu

CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

doi dblp

BiANE: Bipartite Attributed Network Embedding.

Wentao Huang|Yuchen Li|Yuan Fang|Ju Fan|Hongxia Yang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp

Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding.

Zhuoren Jiang|Zheng Gao|Jinjiong Lan|Hongxia Yang|Yao Lu|Xiaozhong Liu

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

doi dblp

Learning to Hash with Graph Neural Networks for Recommender Systems.

Qiaoyu Tan|Ninghao Liu|Xing Zhao|Hongxia Yang|Jingren Zhou|Xia Hu

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks.

Yuting Ye|Xuwu Wang|Jiangchao Yao|Kunyang Jia|Jingren Zhou|Yanghua Xiao|Hongxia Yang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

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PRRE: Personalized Relation Ranking Embedding for Attributed Networks.

Sheng Zhou|Hongxia Yang|Xin Wang|Jiajun Bu|Martin Ester|Pinggang Yu|Jianwei Zhang|Can Wang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

doi dblp

Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network.

Zemin Liu|Vincent W. Zheng|Zhou Zhao|Hongxia Yang|Kevin Chen-Chuan Chang|Minghui Wu|Jing Ying

Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

doi dblp

Bayesian Heteroscedastic Matrix Factorization for Conversion Rate Prediction.

Hongxia Yang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017