Fuzhen Zhuang

2026

doi dblp

CAT-ID2: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce.

Xiaoyu Liu|Fuwei Zhang|Yiqing Wu|Xinyu Jia|Zenghua Xia|Fuzhen Zhuang|Zhao Zhang|Fei Jiang|Wei Lin

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp

Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning.

Ying Sun|Yang Ji|Hengshu Zhu|Fuzhen Zhuang|Qing He|Hui Xiong

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2

doi dblp

HEK-CL: Hierarchical Enhanced Knowledge-Aware Contrastive Learning for Recommendation.

Meng Yuan|Zhao Zhang|Wei Chen|Chu Zhao|Tong Cai|Deqing Wang|Rui Liu|Fuzhen Zhuang

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4

doi dblp

ID-centric Pre-training for Recommendation.

Yiqing Wu|Ruobing Xie|Zhao Zhang|Xu Zhang|Fuzhen Zhuang|Leyu Lin|Zhanhui Kang|Zhulin An|Yongjun Xu

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5

doi dblp

Causal Structure Representation Learning of Unobserved Confounders in Latent Space for Recommendation.

Hangtong Xu|Yuanbo Xu|Chaozhuo Li|Fuzhen Zhuang

ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6

doi dblp

A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation.

Xiaoyu Liu|Yiqing Wu|Ruidong Han|Fuzhen Zhuang|Xiang Li|Wei Lin

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

doi dblp

ORCA: Mitigating Over-Reliance for Multi-Task Dwell Time Prediction with Causal Decoupling.

Huishi Luo|Fuzhen Zhuang|Yongchun Zhu|Yiqing Wu|Bo Kang|Ruobing Xie|Feng Xia|Deqing Wang|Jin Dong

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

doi dblp

Enhancing Dual-Target Cross-Domain Recommendation via Similar User Bridging.

Qi Zhou|Xi Chen|Chuyu Fang|Jianji Wang|Chuan Qin|Fuzhen Zhuang

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

doi dblp

CDC: Causal Domain Clustering for Multi-Domain Recommendation.

Huishi Luo|Yiqing Wu|Yiwen Chen|Fuzhen Zhuang|Deqing Wang

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

doi dblp

Hyperbolic Diffusion Recommender Model.

Meng Yuan|Yutian Xiao|Wei Chen|Chou Zhao|Deqing Wang|Fuzhen Zhuang

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

doi dblp

Whitening-based Adversarial Bi-Regressor for Cross-platform Insurance Claims Prediction.

Xiaoyu Liu|Yiqing Wu|Dingyuan Zhu|Yifan Wu|Daixin Wang|Xiaobo Qin|Fuzhen Zhuang

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp

Triple Dual Learning for Opinion-based Explainable Recommendation.

Yuting Zhang|Ying Sun|Fuzhen Zhuang|Yongchun Zhu|Zhulin An|Yongjun Xu

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 3

doi dblp

FairGap: Fairness-Aware Recommendation via Generating Counterfactual Graph.

Wei Chen|Yiqing Wu|Zhao Zhang|Fuzhen Zhuang|Zhongshi He|Ruobing Xie|Feng Xia

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4

doi dblp

TriMLP: A Foundational MLP-Like Architecture for Sequential Recommendation.

Yiheng Jiang|Yuanbo Xu|Yongjian Yang|Funing Yang|Pengyang Wang|Chaozhuo Li|Fuzhen Zhuang|Hui Xiong

ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6

doi dblp

A General Strategy Graph Collaborative Filtering for Recommendation Unlearning.

Yongjing Hao|Fuzhen Zhuang|Deqing Wang|Guanfeng Liu|Victor S. Sheng|Pengpeng Zhao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Exploring High-Order User Preference with Knowledge Graph for Recommendation.

Caijun Xu|Fuwei Zhang|Zhao Zhang|Fuzhen Zhuang|Rui Liu

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Multi-view Temporal Knowledge Graph Reasoning.

Fuwei Zhang|Zhao Zhang|Fuzhen Zhuang|Zhiqiang Zhang|Jun Zhou|Deqing Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

doi dblp

Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation.

Xiuyuan Qin|Huanhuan Yuan|Pengpeng Zhao|Guanfeng Liu|Fuzhen Zhuang|Victor S. Sheng

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

doi dblp

Exploiting Associations among Multi-Aspect Node Properties in Heterogeneous Graphs for Link Prediction.

Chenguang Du|Hao Geng|Deqing Wang|Fuzhen Zhuang|Zhiqiang Zhang|Lanshan Zhang

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

doi dblp

Multi-round Counterfactual Generation: Interpreting and Improving Models of Text Classification.

Huajie Zhang|Yuxin Ying|Fuzhen Zhuang|Haiqin Weng|Ying Sun|Zhao Zhang|Yiqi Tong|Yan Liu

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp

Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement.

Qiming Li|Zhao Zhang|Fuzhen Zhuang|Yongjun Xu|Chao Li

ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4

doi dblp

Knowledge Graph Error Detection with Hierarchical Path Structure.

Zhao Zhang|Fuwei Zhang|Fuzhen Zhuang|Yongjun Xu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

doi dblp

PriSHAP: Prior-guided Shapley Value Explanations for Correlated Features.

Guanyu Jiang|Fuzhen Zhuang|Bowen Song|Tianyi Zhang|Deqing Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

doi dblp

Frequency Enhanced Hybrid Attention Network for Sequential Recommendation.

Xinyu Du|Huanhuan Yuan|Pengpeng Zhao|Jianfeng Qu|Fuzhen Zhuang|Guanfeng Liu|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph.

Chenguang Du|Kaichun Yao|Hengshu Zhu|Deqing Wang|Fuzhen Zhuang|Hui Xiong

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Ensemble Modeling with Contrastive Knowledge Distillation for Sequential Recommendation.

Hanwen Du|Huanhuan Yuan|Pengpeng Zhao|Fuzhen Zhuang|Guanfeng Liu|Lei Zhao|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Matching Point of Interests and Travel Blog with Multi-view Information Fusion.

Shuokai Li|Jingbo Zhou|Jizhou Huang|Hao Chen|Fuzhen Zhuang|Qing He|Dejing Dou

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Meta-optimized Contrastive Learning for Sequential Recommendation.

Xiuyuan Qin|Huanhuan Yuan|Pengpeng Zhao|Junhua Fang|Fuzhen Zhuang|Guanfeng Liu|Yanchi Liu|Victor S. Sheng

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Attacking Pre-trained Recommendation.

Yiqing Wu|Ruobing Xie|Zhao Zhang|Yongchun Zhu|Fuzhen Zhuang|Jie Zhou|Yongjun Xu|Qing He

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Weighted Knowledge Graph Embedding.

Zhao Zhang|Zhanpeng Guan|Fuwei Zhang|Fuzhen Zhuang|Zhulin An|Fei Wang|Yongjun Xu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity.

Xiao Zhang|Ziming Ye|Jianfeng Lu|Fuzhen Zhuang|Yanwei Zheng|Dongxiao Yu

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

doi dblp

CAMUS: Attribute-Aware Counterfactual Augmentation for Minority Users in Recommendation.

Yuxin Ying|Fuzhen Zhuang|Yongchun Zhu|Deqing Wang|Hongwei Zheng

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

doi dblp

A Knowledge Enhanced Hierarchical Fusion Network for CTR Prediction under Account Search Scenario in WeChat.

Yuanzhou Yao|Zhao Zhang|Kaijia Yang|Huasheng Liang|Qiang Yan|Fuzhen Zhuang|Yongjun Xu|Boyu Diao|Chao Li

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

2022

doi dblp

Self-Supervised learning for Conversational Recommendation.

Shuokai Li|Ruobing Xie|Yongchun Zhu|Fuzhen Zhuang|Zhenwei Tang|Wayne Xin Zhao|Qing He

Information Processing and Management 2022 Volume 59 Issue 6

doi dblp

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion.

Fuwei Zhang|Zhao Zhang|Xiang Ao|Fuzhen Zhuang|Yongjun Xu|Qing He

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

doi dblp

User-Centric Conversational Recommendation with Multi-Aspect User Modeling.

Shuokai Li|Ruobing Xie|Yongchun Zhu|Xiang Ao|Fuzhen Zhuang|Qing He

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp

Selective Fairness in Recommendation via Prompts.

Yiqing Wu|Ruobing Xie|Yongchun Zhu|Fuzhen Zhuang|Xiang Ao|Xu Zhang|Leyu Lin|Qing He

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp

Generalizing to the Future: Mitigating Entity Bias in Fake News Detection.

Yongchun Zhu|Qiang Sheng|Juan Cao|Shuokai Li|Danding Wang|Fuzhen Zhuang

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp

Personalized Transfer of User Preferences for Cross-domain Recommendation.

Yongchun Zhu|Zhenwei Tang|Yudan Liu|Fuzhen Zhuang|Ruobing Xie|Xu Zhang|Leyu Lin|Qing He

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

doi dblp

EvidenceNet: Evidence Fusion Network for Fact Verification.

Zhendong Chen|Siu Cheung Hui|Fuzhen Zhuang|Lejian Liao|Fei Li|Meihuizi Jia|Jiaqi Li

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

2021

doi dblp

A neural topic model with word vectors and entity vectors for short texts.

Xiaowei Zhao|Deqing Wang|Zhengyang Zhao|Wei Liu|Chenwei Lu|Fuzhen Zhuang

Information Processing and Management 2021 Volume 58 Issue 2

doi dblp

Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT.

Runchuan Wang|Zhao Zhang|Fuzhen Zhuang|Dehong Gao|Yi Wei|Qing He

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

doi dblp

Low-dimensional Alignment for Cross-Domain Recommendation.

Tianxin Wang|Fuzhen Zhuang|Zhiqiang Zhang|Daixin Wang|Jun Zhou|Qing He

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

doi dblp

Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users.

Yongchun Zhu|Kaikai Ge|Fuzhen Zhuang|Ruobing Xie|Dongbo Xi|Xu Zhang|Leyu Lin|Qing He

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp

Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks.

Yongchun Zhu|Ruobing Xie|Fuzhen Zhuang|Kaikai Ge|Ying Sun|Xu Zhang|Leyu Lin|Juan Cao

SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

doi dblp

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.

Ying Sun|Fuzhen Zhuang|Hengshu Zhu|Qing He|Hui Xiong

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

2020

doi dblp

Neural Hierarchical Factorization Machines for User's Event Sequence Analysis.

Dongbo Xi|Fuzhen Zhuang|Bowen Song|Yongchun Zhu|Shuai Chen|Dan Hong|Tao Chen|Xi Gu|Qing He

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

Exploiting Aesthetic Preference in Deep Cross Networks for Cross-domain Recommendation.

Jian Liu|Pengpeng Zhao|Fuzhen Zhuang|Yanchi Liu|Victor S. Sheng|Jiajie Xu|Xiaofang Zhou|Hui Xiong

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

doi dblp

Domain Adaptation with Category Attention Network for Deep Sentiment Analysis.

Dongbo Xi|Fuzhen Zhuang|Ganbin Zhou|Xiaohu Cheng|Fen Lin|Qing He

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

doi dblp

Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection.

Yongchun Zhu|Dongbo Xi|Bowen Song|Fuzhen Zhuang|Shuai Chen|Xi Gu|Qing He

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

2019

doi dblp

Policy Gradients for Contextual Recommendations.

Feiyang Pan|Qingpeng Cai|Pingzhong Tang|Fuzhen Zhuang|Qing He

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp

Supervised Representation Learning with Double Encoding-Layer Autoencoder for Transfer Learning.

Fuzhen Zhuang|Xiaohu Cheng|Ping Luo|Sinno Jialin Pan|Qing He

ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 2

doi dblp

Coupled matrix factorization and topic modeling for aspect mining.

Ding Xiao|Yugang Ji|Yitong Li|Fuzhen Zhuang|Chuan Shi

Information Processing and Management 2018 Volume 54 Issue 6

doi dblp

MultiE: Multi-Task Embedding for Knowledge Base Completion.

Zhao Zhang|Fuzhen Zhuang|Zheng-Yu Niu|Deqing Wang|Qing He

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

doi dblp

Attention-driven Factor Model for Explainable Personalized Recommendation.

Jingwu Chen|Fuzhen Zhuang|Xin Hong|Xiang Ao|Xing Xie|Qing He

The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp

Local Ensemble across Multiple Sources for Collaborative Filtering.

Jing Zheng|Fuzhen Zhuang|Chuan Shi

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

doi dblp

Representation Learning with Pair-wise Constraints for Collaborative Ranking.

Fuzhen Zhuang|Dan Luo|Nicholas Jing Yuan|Xing Xie|Qing He

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

doi dblp

Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.

Fuzhen Zhuang|Yingmin Zhou|Fuzheng Zhang|Xiang Ao|Xing Xie|Qing He

Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

doi dblp

Ensemble of Anchor Adapters for Transfer Learning.

Fuzhen Zhuang|Ping Luo|Sinno Jialin Pan|Hui Xiong|Qing He

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

doi dblp

QPLSA: Utilizing quad-tuples for aspect identification and rating.

Wenjuan Luo|Fuzhen Zhuang|Weizhong Zhao|Qing He|Zhongzhi Shi

Information Processing and Management 2015 Volume 51 Issue 1

doi dblp

Collaborating between Local and Global Learning for Distributed Online Multiple Tasks.

Xin Jin|Ping Luo|Fuzhen Zhuang|Jia He|Qing He

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

doi dblp

Heterogeneous Multi-task Semantic Feature Learning for Classification.

Xin Jin|Fuzhen Zhuang|Sinno Jialin Pan|Changying Du|Ping Luo|Qing He

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2014

doi dblp

Multi-task Multi-view Learning for Heterogeneous Tasks.

Xin Jin|Fuzhen Zhuang|Hui Xiong|Changying Du|Ping Luo|Qing He

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

doi dblp

Discovering and learning sensational episodes of news events.

Xiang Ao|Ping Luo|Chengkai Li|Fuzhen Zhuang|Qing He|Zhongzhi Shi

23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

doi dblp

Triplex transfer learning: exploiting both shared and distinct concepts for text classification.

Fuzhen Zhuang|Ping Luo|Changying Du|Qing He|Zhongzhi Shi

Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2010

doi dblp

Effectively Leveraging Entropy and Relevance for Summarization.

Wenjuan Luo|Fuzhen Zhuang|Qing He|Zhongzhi Shi

Information Retrieval Technology - 6th Asia Information Retrieval Societies Conference, AIRS 2010, Taipei, Taiwan, December 1-3, 2010. Proceedings

2008

doi dblp

Transfer learning from multiple source domains via consensus regularization.

Ping Luo|Fuzhen Zhuang|Hui Xiong|Yuhong Xiong|Qing He

Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008