IR
Anthology
Community
Defu
Lian
2025
doi
dblp
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 1.
Wenjie Wang
|
Zheng Liu
|
Fuli Feng
|
Zhicheng Dou
|
Qingyao Ai
|
Grace Hui Yang
|
Defu Lian
|
Lu Hou
|
Aixin Sun
|
Hamed Zamani
|
Donald Metzler
|
Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
doi
dblp
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.
Xu Huang
|
Jianxun Lian
|
Yuxuan Lei
|
Jing Yao
|
Defu Lian
|
Xing Xie
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi
dblp
Pre-Trained Models for Search and Recommendation: Introduction to the Special Issue - Part 2.
Wenjie Wang
|
Zheng Liu
|
Fuli Feng
|
Zhicheng Dou
|
Qingyao Ai
|
Grace Hui Yang
|
Defu Lian
|
Lu Hou
|
Aixin Sun
|
Hamed Zamani
|
Donald Metzler
|
Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
doi
dblp
Semantic Relation Guided Dual-view Contrastive Learning for Session-based Recommendations.
Qian Zhang
|
Shoujin Wang
|
Longbing Cao
|
Defu Lian
|
Haibo Zhang
|
Wenpeng Lu
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
doi
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Transformers are Good Clusterers for Lifelong User Behavior Sequence Modeling.
Choochart Haruechaiyasak
|
Song Lu
|
Xingmei Wang
|
Defu Lian
|
Shiyao Wang
|
Sarawoot Kongyoung
|
Wuchao Li
|
Chaianun Damrongrat
|
Guorui Zhou
|
Jiaxin Deng
|
Song Lu
|
Choochart Haruechaiyasak
|
Defu Lian
|
Sarawoot Kongyoung
|
Chaianun Damrongrat
|
Guorui Zhou
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
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Taming Ultra-Long Behavior Sequence in Session-wise Generative Recommendation.
Wuchao Li
|
Shiyao Wang
|
Kuo Cai
|
Jiaxin Deng
|
Xingmei Wang
|
Qigen Hu
|
Defu Lian
|
Guorui Zhou
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi
dblp
Trustworthy Knowledge Discovery and Data Mining (TrustKDD).
Le Wu
|
Jindong Wang
|
Ling Chen
|
Xiangyu Zhao
|
Kui Yu
|
Yashar Deldjoo
|
Defu Lian
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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
Cross-Domain Pre-training with Language Models for Transferable Time Series Representations.
Mingyue Cheng
|
Xiaoyu Tao
|
Qi Liu
|
Hao Zhang
|
Yiheng Chen
|
Defu Lian
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi
dblp
DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models.
Wuchao Li
|
Rui Huang
|
Haijun Zhao
|
Chi Liu
|
Kai Zheng
|
Qi Liu
|
Na Mou
|
Guorui Zhou
|
Defu Lian
|
Yang Song
|
Wentian Bao
|
Enyun Yu
|
Wenwu Ou
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi
dblp
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation.
Chenyuan Wu
|
Ninglu Shao
|
Zheng Liu
|
Shitao Xiao
|
Chaozhuo Li
|
Chen Zhang
|
Senzhang Wang
|
Defu Lian
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi
dblp
Fitting Into Any Shape: A Flexible LLM-Based Re-Ranker With Configurable Depth and Width.
Zheng Liu
|
Chaofan Li
|
Shitao Xiao
|
Chaozhuo Li
|
Chen Jason Zhang
|
Hao Liao
|
Defu Lian
|
Yingxia Shao
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi
dblp
MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation.
Hongjin Qian
|
Zheng Liu
|
Peitian Zhang
|
Kelong Mao
|
Defu Lian
|
Zhicheng Dou
|
Tiejun Huang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi
dblp
HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation.
Xu Huang
|
Xiaolong Chen
|
Yichao Wang
|
Weiwen Liu
|
Yang Yang
|
Xingmei Wang
|
Defu Lian
|
Ruiming Tang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 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
Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach.
Xiaoyu Shi
|
Quanliang Liu
|
Hong Xie
|
Di Wu
|
Bo Peng
|
Mingsheng Shang
|
Defu Lian
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi
dblp
When large language models meet personalization: perspectives of challenges and opportunities.
Jin Chen
|
Zheng Liu
|
Xu Huang
|
Chenwang Wu
|
Qi Liu
|
Gangwei Jiang
|
Yuanhao Pu
|
Yuxuan Lei
|
Xiaolong Chen
|
Xingmei Wang
|
Kai Zheng
|
Defu Lian
|
Enhong Chen
World Wide Web (WWW) 2024 Volume 27 Issue 4
doi
dblp
Average User-Side Counterfactual Fairness for Collaborative Filtering.
Pengyang Shao
|
Le Wu
|
Kun Zhang
|
Defu Lian
|
Richang Hong
|
Yong Li
|
Meng Wang
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
doi
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UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.
Qi Liu
|
Yongyi He
|
Tong Xu
|
Defu Lian
|
Che Liu
|
Zhi Zheng
|
Enhong Chen
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi
dblp
Multi-Task Recommendation with Task Information Decoupling.
Ruiran Yan
|
Rui Fan
|
Defu Lian
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi
dblp
C-Pack: Packed Resources For General Chinese Embeddings.
Shitao Xiao
|
Zheng Liu
|
Peitian Zhang
|
Niklas Muennighoff
|
Defu Lian
|
Jian-Yun Nie
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 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
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems.
Xu Huang
|
Jianxun Lian
|
Hao Wang
|
Hao Liao
|
Defu Lian
|
Xing Xie
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi
dblp
Aligning Language Models for Versatile Text-based Item Retrieval.
Yuxuan Lei
|
Jianxun Lian
|
Jing Yao
|
Mingqi Wu
|
Defu Lian
|
Xing Xie
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi
dblp
Information Retrieval Meets Large Language Models.
Zheng Liu
|
Yujia Zhou
|
Yutao Zhu
|
Jianxun Lian
|
Chaozhuo Li
|
Zhicheng Dou
|
Defu Lian
|
Jian-Yun Nie
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
2023
doi
dblp
Reinforcement Routing on Proximity Graph for Efficient Recommendation.
Chao Feng
|
Defu Lian
|
Xiting Wang
|
Zheng Liu
|
Xing Xie
|
Enhong Chen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 1
doi
dblp
Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.
Zhenya Huang
|
Binbin Jin
|
Hongke Zhao
|
Qi Liu
|
Defu Lian
|
Tengfei Bao
|
Enhong Chen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi
dblp
An Efficient and Robust Semantic Hashing Framework for Similar Text Search.
Liyang He
|
Zhenya Huang
|
Enhong Chen
|
Qi Liu
|
Shiwei Tong
|
Hao Wang
|
Defu Lian
|
Shijin Wang
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi
dblp
Securing recommender system via cooperative training.
Qingyang Wang
|
Chenwang Wu
|
Defu Lian
|
Enhong Chen
World Wide Web (WWW) 2023 Volume 26 Issue 6
doi
dblp
Batch-Mix Negative Sampling for Learning Recommendation Retrievers.
Yongfu Fan
|
Jin Chen
|
Yongquan Jiang
|
Defu Lian
|
Fangda Guo
|
Kai Zheng
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi
dblp
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation.
Qi Liu
|
Zhilong Zhou
|
Gangwei Jiang
|
Tiezheng Ge
|
Defu Lian
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
RecStudio: Towards a Highly-Modularized Recommender System.
Defu Lian
|
Xu Huang
|
Xiaolong Chen
|
Jin Chen
|
Xingmei Wang
|
Yankai Wang
|
Haoran Jin
|
Rui Fan
|
Zheng Liu
|
Le Wu
|
Enhong Chen
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
LibVQ: A Toolkit for Optimizing Vector Quantization and Efficient Neural Retrieval.
Chaofan Li
|
Zheng Liu
|
Shitao Xiao
|
Yingxia Shao
|
Defu Lian
|
Zhao Cao
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
Membership Inference Attacks Against Sequential Recommender Systems.
Zhihao Zhu
|
Chenwang Wu
|
Rui Fan
|
Defu Lian
|
Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
dblp
Improving Recommendation Fairness via Data Augmentation.
Lei Chen
|
Le Wu
|
Kun Zhang
|
Richang Hong
|
Defu Lian
|
Zhiqiang Zhang
|
Jun Zhou
|
Meng Wang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
dblp
AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation.
Rui Fan
|
Yuanhao Pu
|
Jin Chen
|
Zhihao Zhu
|
Defu Lian
|
Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
dblp
Cooperative Retriever and Ranker in Deep Recommenders.
Xu Huang
|
Defu Lian
|
Jin Chen
|
Zheng Liu
|
Xing Xie
|
Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi
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Differentiable Optimized Product Quantization and Beyond.
Zepu Lu
|
Defu Lian
|
Jin Zhang
|
Zaixi Zhang
|
Chao Feng
|
Hao Wang
|
Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
2022
doi
dblp
Powerful graph of graphs neural network for structured entity analysis.
Hanchen Wang
|
Defu Lian
|
Wanqi Liu
|
Dong Wen
|
Chen Chen
|
Xiaoyang Wang
World Wide Web (WWW) 2022 Volume 25 Issue 2
doi
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HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.
Hao Wang
|
Defu Lian
|
Hanghang Tong
|
Qi Liu
|
Zhenya Huang
|
Enhong Chen
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi
dblp
Improving Implicit Alternating Least Squares with Ring-based Regularization.
Rui Fan
|
Jin Chen
|
Jin Zhang
|
Defu Lian
|
Enhong Chen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
dblp
Forest-based Deep Recommender.
Chao Feng
|
Defu Lian
|
Zheng Liu
|
Xing Xie
|
Le Wu
|
Enhong Chen
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
dblp
BSAL: A Framework of Bi-component Structure and Attribute Learning for Link Prediction.
Bisheng Li
|
Min Zhou
|
Shengzhong Zhang
|
Menglin Yang
|
Defu Lian
|
Zengfeng Huang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
dblp
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings.
Shitao Xiao
|
Zheng Liu
|
Weihao Han
|
Jianjin Zhang
|
Defu Lian
|
Yeyun Gong
|
Qi Chen
|
Fan Yang
|
Hao Sun
|
Yingxia Shao
|
Xing Xie
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
dblp
NAS-CTR: Efficient Neural Architecture Search for Click-Through Rate Prediction.
Guanghui Zhu
|
Feng Cheng
|
Defu Lian
|
Chunfeng Yuan
|
Yihua Huang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi
dblp
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization.
Menglin Yang
|
Min Zhou
|
Jiahong Liu
|
Defu Lian
|
Irwin King
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi
dblp
Learning Recommenders for Implicit Feedback with Importance Resampling.
Jin Chen
|
Defu Lian
|
Binbin Jin
|
Kai Zheng
|
Enhong Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi
dblp
Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering.
Jin Chen
|
Defu Lian
|
Binbin Jin
|
Xu Huang
|
Kai Zheng
|
Enhong Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi
dblp
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval.
Shitao Xiao
|
Zheng Liu
|
Weihao Han
|
Jianjin Zhang
|
Yingxia Shao
|
Defu Lian
|
Chaozhuo Li
|
Hao Sun
|
Denvy Deng
|
Liangjie Zhang
|
Qi Zhang
|
Xing Xie
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
2021
doi
dblp
Binarized graph neural network.
Hanchen Wang
|
Defu Lian
|
Ying Zhang
|
Lu Qin
|
Xiangjian He
|
Yiguang Lin
|
Xuemin Lin
World Wide Web (WWW) 2021 Volume 24 Issue 3
doi
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Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling.
Shuo Tao
|
Jingang Jiang
|
Defu Lian
|
Kai Zheng
|
Enhong Chen
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 6
doi
dblp
A Lightweight Knowledge Graph Embedding Framework for Efficient Inference and Storage.
Haoyu Wang
|
Yaqing Wang
|
Defu Lian
|
Jing Gao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi
dblp
Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement.
Mingyue Cheng
|
Fajie Yuan
|
Qi Liu
|
Shenyang Ge
|
Zhi Li
|
Runlong Yu
|
Defu Lian
|
Senchao Yuan
|
Enhong Chen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi
dblp
xLightFM: Extremely Memory-Efficient Factorization Machine.
Gangwei Jiang
|
Hao Wang
|
Jin Chen
|
Haoyu Wang
|
Defu Lian
|
Enhong Chen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi
dblp
Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.
Chenwang Wu
|
Defu Lian
|
Yong Ge
|
Zhihao Zhu
|
Enhong Chen
|
Senchao Yuan
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi
dblp
Federated Deep Knowledge Tracing.
Jinze Wu
|
Zhenya Huang
|
Qi Liu
|
Defu Lian
|
Hao Wang
|
Enhong Chen
|
Haiping Ma
|
Shijin Wang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021
doi
dblp
Automated Creative Optimization for E-Commerce Advertising.
Jin Chen
|
Ju Xu
|
Gangwei Jiang
|
Tiezheng Ge
|
Zhiqiang Zhang
|
Defu Lian
|
Kai Zheng
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi
dblp
A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display Advertising.
Shiyao Wang
|
Qi Liu
|
Tiezheng Ge
|
Defu Lian
|
Zhiqiang Zhang
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.
2020
doi
dblp
Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates.
Zheng Liu
|
Jianxun Lian
|
Junhan Yang
|
Defu Lian
|
Xing Xie
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
Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation.
Le Wu
|
Yonghui Yang
|
Lei Chen
|
Defu Lian
|
Richang Hong
|
Meng Wang
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
Personalized Ranking with Importance Sampling.
Defu Lian
|
Qi Liu
|
Enhong Chen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi
dblp
LightRec: A Memory and Search-Efficient Recommender System.
Defu Lian
|
Haoyu Wang
|
Zheng Liu
|
Jianxun Lian
|
Enhong Chen
|
Xing Xie
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
2019
doi
dblp
Predicting Academic Performance for College Students: A Campus Behavior Perspective.
Huaxiu Yao
|
Defu Lian
|
Yi Cao
|
Yifan Wu
|
Tao Zhou
ACM Transactions on Intelligent Systems and Technology (TIST) 2019 Volume 10 Issue 3
doi
dblp
International Workshop on Model Selection and Parameter Tuning in Recommender Systems.
Fikret Sivrikaya
|
Sahin Albayrak
|
Defu Lian
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
2018
doi
dblp
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
Defu Lian
|
Kai Zheng
|
Yong Ge
|
Longbing Cao
|
Enhong Chen
|
Xing Xie
ACM Transactions on Information Systems (TOIS) 2018 Volume 36 Issue 3
doi
dblp
Discrete Deep Learning for Fast Content-Aware Recommendation.
Yan Zhang
|
Hongzhi Yin
|
Zi Huang
|
Xingzhong Du
|
Guowu Yang
|
Defu Lian
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018
2016
doi
dblp
Exploiting Dining Preference for Restaurant Recommendation.
Fuzheng Zhang
|
Nicholas Jing Yuan
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Kai Zheng
|
Defu Lian
|
Xing Xie
|
Yong Rui
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016
2014
doi
dblp
Mining Check-In History for Personalized Location Naming.
Defu Lian
|
Xing Xie
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 2
doi
dblp
Mining novelty-seeking trait across heterogeneous domains.
Fuzheng Zhang
|
Nicholas Jing Yuan
|
Defu Lian
|
Xing Xie
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014
2013
doi
dblp
Collaborative filtering meets next check-in location prediction.
Defu Lian
|
Vincent Wenchen Zheng
|
Xing Xie
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume