Yong Liu

2026

doi dblp
A Survey of Personalization: From RAG to Agent.
Xiaopeng Li|Pengyue Jia|Derong Xu|Yi Wen|Yingyi Zhang|Wenlin Zhang|Wanyu Wang|Yichao Wang|Zhaocheng Du|Xiangyang Li|Yong Liu|Huifeng Guo|Ruiming Tang|Xiangyu Zhao
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4
doi dblp
EENet: An Efficient and Effective Network for Large-Scale CTR Prediction.
Dezhi Yi|Bo Chen|Ye Lu|Hang Liu|Suqi Shi|Yangsen Liu|Wei Guo|Kenan Song|Huifeng Guo|Yong Liu|Zhenhua Dong|Ruiming Tang
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4
doi dblp
Full Retraining, Incremental Fine-tuning, and Hybrid Serving: Model Updating and Serving for Industrial Generative Recommender Systems.
Ji-Rong Wen|Maik Fröbe|Guoyuan An|Lu Fan|Qijiong Liu|Wei Guo|Andrew Parry|Ferdinand Schlatt|Yong Liu|Zhongzhou Liu|Sean MacAvaney|Xiao-Ming Wu|Maik Fröbe|Guoyuan An|Lu Fan|Wei Guo|Andrew Parry|Ji-Rong Wen|Ferdinand Schlatt|Yong Liu|Sean MacAvaney|Xiao-Ming Wu
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Bridging Personalization and AI: From RAG to Agent.
Yi Wen|Jakob Nielsen|Pengyue Jia|Yichao Wang|Kevin Ros|Jian Zhang|Yiming Yang|Yong Liu|Lujun Fang|Jakob Nielsen|Pengyue Jia|Xiaopeng Li|Yingyi Zhang|Xiangyu Zhao|Ashwin Patil|Derong Xu|Yi Wen|Jian Zhang|Yingyi Zhang|Yiming Yang|Wenlin Zhang|Wanyu Wang|Yichao Wang|Kevin Ros|Lujun Fang|Yong Liu|Ashwin Patil|Xiangyu Zhao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
FollowTable: A Benchmark for Instruction-Following Table Retrieval.
Rihui Jin|Justin Zobel|Zhaocheng Du|Victor Lavrenko|Yong Liu|Yuchen Lu|W. Bruce Croft|Guilin Qi|Ting Zhang|Jun Wang|Kuicai Dong|Justin Zobel|Zhaocheng Du|Dongping Liu|Gang Wang|Yong Liu|Victor Lavrenko|W. Bruce Croft|Guilin Qi
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery.
Xiaopeng Li|Wenlin Zhang|Yingyi Zhang|Pengyue Jia|Yejing Wang|Yichao Wang|Yong Liu|Huifeng Guo|Xiangyu Zhao
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Accelerating Generative Recommendation via Simple Categorical User Sequence Compression.
Qijiong Liu|Lu Fan|Zhongzhou Liu|Xiaoyu Dong|Yuankai Luo|Guoyuan An|Nuo Chen|Wei Guo|Yong Liu|Xiao-Ming Wu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Doc-Researcher: A Unified System for Multimodal Document Parsing and Deep Research.
Kuicai Dong|Shurui Huang|Fangda Ye|Wei Han|Zhi Zhang|Dexun Li|Wenjun Li|Qu Yang|Gang Wang|Yichao Wang|Chen Zhang|Yong Liu
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.
doi dblp
To Search or Not to Search: Aligning the Decision Boundary of Deep Search Agents via Causal Intervention.
Wenlin Zhang|Kuicai Dong|Junyi Li|Yingyi Zhang|Xiaopeng Li|Pengyue Jia|Yi Wen|Derong Xu|Maolin Wang|Yichao Wang|Yong Liu|Xiangyu Zhao
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.
doi dblp
Generative Data Transformation: From Mixed to Unified Data.
Jiaqing Zhang|Mingjia Yin|Hao Wang|Yuxin Tian|Yuyang Ye|Yawen Li|Wei Guo|Yong Liu|Enhong Chen
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

doi dblp
How Can Recommender Systems Benefit from Large Language Models: A Survey.
Jianghao Lin|Xinyi Dai|Yunjia Xi|Weiwen Liu|Bo Chen|Hao Zhang|Yong Liu|Chuhan Wu|Xiangyang Li|Chenxu Zhu|Huifeng Guo|Yong Yu|Ruiming Tang|Weinan Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
doi dblp
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction.
Kefan Wang|Hao Wang|Wei Guo|Yong Liu|Jianghao Lin|Defu Lian|Enhong Chen
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
Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model.
Luankang Zhang|Kenan Song|Yi Quan Lee|Wei Guo|Hao Wang|Yawen Li|Huifeng Guo|Yong Liu|Defu Lian|Enhong Chen
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
Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation.
Hao Wang|Wei Guo|Luankang Zhang|Jin Yao Chin|Yufei Ye|Huifeng Guo|Yong Liu|Defu Lian|Ruiming Tang|Enhong Chen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
FuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer.
Yufei Ye|Wei Guo|Jin Yao Chin|Hao Wang|Hong Zhu|Xi Lin|Yuyang Ye|Yong Liu|Ruiming Tang|Defu Lian|Enhong Chen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
doi dblp
MIT: A Multi-Tower Information Transfer Framework Based on Hierarchical Task Relationship Modeling.
Rui Zhou|Hao Wang|Wei Guo|Qinglin Jia|Wenjia Xie|Xiang Xu|Yong Liu|Defu Lian|Enhong Chen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Collaborative Sequential Recommendations via Multi-view GNN-transformers.
Tianze Luo|Yong Liu|Sinno Jialin Pan
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
Enhancing Click-through Rate Prediction in Recommendation Domain with Search Query Representation.
Yuening Wang|Man Chen|Yaochen Hu|Wei Guo|Yingxue Zhang|Huifeng Guo|Yong Liu|Mark Coates
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation.
Hengchang Hu|Wei Guo|Xu Liu|Yong Liu|Ruiming Tang|Rui Zhang|Min-Yen Kan
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation.
Yongqiang Han|Hao Wang|Kefan Wang|Likang Wu|Zhi Li|Wei Guo|Yong Liu|Defu Lian|Enhong Chen
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization.
Zirui Zhu|Yong Liu|Zangwei Zheng|Huifeng Guo|Yang You
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
The 2nd Workshop on Recommendation with Generative Models.
Wenjie Wang|Yang Zhang|Xinyu Lin|Fuli Feng|Weiwen Liu|Yong Liu|Xiangyu Zhao|Wayne Xin Zhao|Yang Song|Xiangnan He
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
DFFM: Domain Facilitated Feature Modeling for CTR Prediction.
Wei Guo|Chenxu Zhu|Fan Yan|Bo Chen|Weiwen Liu|Huifeng Guo|Hongkun Zheng|Yong Liu|Ruiming Tang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems.
Hengchang Hu|Wei Guo|Yong Liu|Min-Yen Kan
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
The 1st Workshop on Recommendation with Generative Models.
Wenjie Wang|Yong Liu|Yang Zhang|Weiwen Liu|Fuli Feng|Xiangnan He|Aixin Sun
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation.
Mingjia Yin|Hao Wang|Xiang Xu|Likang Wu|Sirui Zhao|Wei Guo|Yong Liu|Ruiming Tang|Defu Lian|Enhong Chen
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
WSDM 2023 Workshop on Interactive Recommender Systems.
Yong Liu|Hao Zhang|Zhu Sun|Shoujin Wang|Jie Zhang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
AutoML for Deep Recommender Systems: Fundamentals and Advances.
Ruiming Tang|Bo Chen|Yejing Wang|Huifeng Guo|Yong Liu|Wenqi Fan|Xiangyu Zhao
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Inductive Graph Transformer for Delivery Time Estimation.
Xin Zhou|Jinglong Wang|Yong Liu|Xingyu Wu|Zhiqi Shen|Cyril Leung
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Bootstrap Latent Representations for Multi-modal Recommendation.
Xin Zhou|Hongyu Zhou|Yong Liu|Zhiwei Zeng|Chunyan Miao|Pengwei Wang|Yuan You|Feijun Jiang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Memory Bank Augmented Long-tail Sequential Recommendation.
Yidan Hu|Yong Liu|Chunyan Miao|Yuan Miao
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
Unsupervised Categorical Representation Learning for Package Arrival Time Prediction.
Yang Li|Xingyu Wu|Jinglong Wang|Yong Liu|Xiaoqing Wang|Yuming Deng|Chunyan Miao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
The Skyline of Counterfactual Explanations for Machine Learning Decision Models.
Yongjie Wang|Qinxu Ding|Ke Wang|Yue Liu|Xingyu Wu|Jinglong Wang|Yong Liu|Chunyan Miao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2014

doi dblp
Exploiting Geographical Neighborhood Characteristics for Location Recommendation.
Yong Liu|Wei Wei|Aixin Sun|Chunyan Miao
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014
doi dblp
Your neighbors affect your ratings: on geographical neighborhood influence to rating prediction.
Longke Hu|Aixin Sun|Yong Liu
The 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR '14, Gold Coast , QLD, Australia - July 06 - 11, 2014

2013

doi dblp
Personalized point-of-interest recommendation by mining users' preference transition.
Xin Liu|Yong Liu|Karl Aberer|Chunyan Miao
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013