Computer Science
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20 valid samples · Newest publication first
Review days = acceptance date − received date. PDF, DOI, and publisher-page sources are retained.
Synergizing Large Language Model and Knowledge Graph for Cold-Start Recommendation
AuthorsHaobo Zhang; Qiannan Zhu; Zhicheng Dou
Affiliations1. Gaoling School of Artificial Intelligence, Renmin University of China, China; 2. School of Artificial Intelligence, Beijing Normal University, China; Beijing Key Laboratory of Artificial Intelligence for Education; Engineering Research Center of Intelligent Technology and Educational Application, Ministry of Education, China
Play No Favorites: Matching and Balancing Multimodal Sequential Representation for Recommendation
AuthorsFangyu Li; Zijie Bian; Shenbao Yu; Fan Yang; Hong Peng; Feng Zeng; Fei Chen; Yifeng Zeng
Affiliations1. School of Aerospace Engineering, Xiamen University, China; 2. Institute of Artificial Intelligence, Xiamen University, China; 3. College of Computer and Cyber Security, Fujian Normal University, China; 4. Department of Automation, Xiamen University, China, Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, China, and Xiamen Key Laboratory of Big Data Intelligent Analysis and Decision Making, Xiamen University, China; 5. Department of Automation, Xiamen University, China; 6. College of Artificial Intelligence, Nankai University, China; 7. Department of Computer and Information Sciences, Northumbria University, UK
FairNS: Fair Negative Sampling in Collaborative Filtering via Diffusion Models
AuthorsWei Chen; Yifei Li; Shuang Li; Jing Fan; Meng Yuan; Zhao Zhang; Yakun Wang; Xiao Wang; Deqing Wang; Fuzhen Zhuang
Affiliations1. School of Artificial Intelligence, Beihang University, Beijing, China; 2. School of Computer Science and Engineering, Beihang University, Beijing, China; 3. Harbin Industry University, Harbin, China; 4. Beihang University, Beijing, China
Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey
AuthorsMinghan Li; Xinxuan Lv; Junjie Zou; Tongna Chen; Chao Zhang; Suchao An; Ercong Nie; Guodong Zhou
Affiliations1. School of Computer Science and Technology, Soochow University, Suzhou, China; 2. Center for Information and Language Processing (CIS), LMU Munich, Munich, Germany and Munich Center for Machine Learning, Munich, Germany
Towards Multi-Behavior Multi-Task Recommendation via Behavior-Informed Graph Embedding Learning
AuthorsWenhao Lai; Weike Pan; Zhong Ming
Affiliations1. College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China; 2. Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China and Shenzhen Technology University, Shenzhen, China
Inverse Contrastive Representation Learning for Post-Click Conversion Rate Estimation
AuthorsKe Fei; Jingjing Li; Xinyue Zhang; Kun Zheng; Tianxu Ji; Wei Wang; Hongkai Qi
Affiliations1. University of Electronic Science and Technology of China, Chengdu, China; 2. School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China, and Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China, Huzhou, China; 3. Tencent, Beijing, China
Generative Aspect-Based Sentiment Quadruple Prediction Based on Multi-Order Prompting
AuthorsRui Wang; Muyao He; Wenjie Liu; Yixue Hao; Long Hu; Min Chen; Baoru Huang
Affiliations1. School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China; 2. Huazhong University of Science and Technology, Wuhan, China and Guangdong Provincial Key Laboratory of Manufacturing Equipment Digitization, Guangdong HUST Industrial Technology Research Institute, Dongguan, China; 3. School of Computer Science and Engineering, South China University of Technology, Guangzhou, China and Pazhou Laboratory, Guangzhou, China; 4. Department of Computer Science and Informatics, University of Liverpool, Liverpool, United Kingdom and The Hamlyn Centre for Robotic Surgery, Imperial College London, London, United Kingdom
TMMSRec: Time-interval-aware Multi-Modal Sequential Recommender
AuthorsPingping Wang; yuanbo xu; Yiheng Jiang; Hangtong Xu; Fuzhen Zhuang
Affiliations1. College of Computer Science and Technology, Jilin University, China; 2. Institute of Artificial Intelligence, Beihang University, China
Conformal@K: Distribution-Free Top-K Miss-Risk Control for Recommendation with Overlapping-Group and Two-Stage Guarantees
AuthorsGuangrui Fan; DanDan Liu; Lihu Pan
Affiliations1. Taiyuan University of Science and Technology, China; 2. Universiti Malaya, Malaysia
Decomposition, Think and Action: Alleviating Hallucinations of Large Language Models with Reasoning–Evidence Interactive Augmented Graph
AuthorsYi Sui; Chaozhuo Li; Litian Zhang; Dawei Song; Haiming Liu
Affiliations1. Beijing Institute of Technology, China; 2. Beijing University of Posts and Telecommunications, China; 3. Beihang University, China; 4. Beijing Institute of Technology, China & The Open University, United Kingdom, China; 5. University of Southampton, United Kingdom
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