Jian Cao

2026

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SEAR: LLM-Powered Sequential Recommendation via Fusion of Collaborative, Semantic, and Rating Information.
Wei Guan|Jian Cao|Qiqi Cai|Jianqi Gao|Jinyu Cai|See-Kiong Ng
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Distributed Recommendation Systems: Survey and Research Directions.
Qiqi Cai|Jian Cao|Guandong Xu|Nengjun Zhu
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1
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DANet: A RAG-inspired Dual Attention Model for Few-shot Time Series Prediction.
Zimo Wen|Hanwen Hu|Nan Fang|Shiyou Qian|Jian Cao
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment.
Jianqi Gao|Hao Wu|Yiu-ming Cheung|Jian Cao|Hang Yu|Yonggang Zhang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
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Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models.
Xiyu Chang|Liang Zhang|Yong He|Binzong Geng|Ke Ding|Xing Zhu|Jian Cao|Linjian Mo
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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FASTER: A Dynamic Fairness-assurance Strategy for Session-based Recommender Systems.
Yao Wu|Jian Cao|Guandong Xu
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1

2023

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KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices.
Qin Hua|Dingyu Yang|Shiyou Qian|Hanwen Hu|Jian Cao|Guangtao Xue
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Learning a Hierarchical Intent Model for Next-Item Recommendation.
Nengjun Zhu|Jian Cao|Xinjiang Lu|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
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GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning.
Xin Dong|Ruize Wu|Chao Xiong|Hai Li|Lei Cheng|Yong He|Shiyou Qian|Jian Cao|Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning.
Xin Dong|Ruize Wu|Chao Xiong|Hai Li|Lei Cheng|Yong He|Shiyou Qian|Jian Cao|Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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CBPCS: A Cache-block-based Service Process Caching Strategy to Accelerate the Execution of Service Processes.
Jian Cao|Tingjie Jia|Shiyou Qian|Haiyan Zhao|Jie Wang
ACM Transactions on the Web 2021 Volume 15 Issue 1
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Leveraging pointwise prediction with learning to rank for top-N recommendation.
Nengjun Zhu|Jian Cao|Xinjiang Lu|Qi Gu
World Wide Web (WWW) 2021 Volume 24 Issue 1
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TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers.
Yao Wu|Jian Cao|Guandong Xu|Yudong Tan
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

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Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
Nengjun Zhu|Jian Cao|Yanchi Liu|Yang Yang|Haochao Ying|Hui Xiong
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2017

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Improving the Quality of Recommendations for Users and Items in the Tail of Distribution.
Liang Hu|Longbing Cao|Jian Cao|Zhiping Gu|Guandong Xu|Jie Wang
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 3
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Modeling Air Travel Choice Behavior with Mixed Kernel Density Estimations.
Zhenni Feng|Yanmin Zhu|Jian Cao
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

2016

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Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains.
Liang Hu|Longbing Cao|Jian Cao|Zhiping Gu|Guandong Xu|Dingyu Yang
ACM Transactions on Information Systems (TOIS) 2016 Volume 35 Issue 2

2015

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Mining change operations for workflow platform as a service.
Jian Cao|Yan Yao|Yi Wang
World Wide Web (WWW) 2015 Volume 18 Issue 4
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Mining streams of short text for analysis of world-wide event evolutions.
Guangyan Huang|Jing He|Yanchun Zhang|Wanlei Zhou|Hai Liu|Peng Zhang|Zhiming Ding|Yue You|Jian Cao
World Wide Web (WWW) 2015 Volume 18 Issue 5

2013

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Personalized recommendation via cross-domain triadic factorization.
Liang Hu|Jian Cao|Guandong Xu|Longbing Cao|Zhiping Gu|Can Zhu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2010

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A dynamically self-configurable service process engine.
Jian Cao|Haiyan Zhao|Minglu Li|Jie Wang
World Wide Web (WWW) 2010 Volume 13 Issue 4

2008

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CNP-based Implementation of Service-oriented Workflow Mapping in SHGWMS.
Lei Cao|Minglu Li|Jian Cao|Joshua Zhexue Huang
World Wide Web (WWW) 2008 Volume 11 Issue 2