Browse State-of-the-Art › Recommendation Systems › Papers, page 28
Recommendation Systems
Papers archive 2025-07-28
archive papers tagged: 6,047 · with a code link: 1,997 · where Syntology ran a sample: 330 (280 with a run with no instrument failure, 50 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (330 of 6,047 tagged: 280 with a run with no instrument failure, 50 where every run was a failure of Syntology's instrument)
Page 28 of 61: papers 2,701 to 2,800 of 6,047, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
-
LLM4DSR: Leveraing Large Language Model for Denoising Sequential Recommendation15 Aug 2024 0 repositories listed
-
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation15 Aug 2024 0 repositories listed
-
The Nah Bandit: Modeling User Non-compliance in Recommendation Systems15 Aug 2024 0 repositories listed
-
Beyond Inter-Item Relations: Dynamic Adaption for Enhancing LLM-Based Sequential Recommendation14 Aug 2024 0 repositories listed
-
Ranking evaluation metrics from a group-theoretic perspective14 Aug 2024 0 repositories listed
-
Towards Fair and Rigorous Evaluations: Hyperparameter Optimization for Top-N Recommendation Task with Implicit Feedback14 Aug 2024 0 repositories listed
-
Contrastive Learning on Medical Intents for Sequential Prescription Recommendation13 Aug 2024 0 repositories listed
-
Prompt Tuning as User Inherent Profile Inference Machine13 Aug 2024 0 repositories listed
-
Reformulating Conversational Recommender Systems as Tri-Phase Offline Policy Learning13 Aug 2024 0 repositories listed
-
Investigating Characteristics of Media Recommendation Solicitation in r/ifyoulikeblank12 Aug 2024 0 repositories listed
-
Scalable recommender system based on factor analysis12 Aug 2024 0 repositories listed
-
Exploring Applications of State Space Models and Advanced Training Techniques in Sequential Recommendations: A Comparative Study on Efficiency and Performance10 Aug 2024 0 repositories listed
-
Meta Clustering of Neural Bandits10 Aug 2024 0 repositories listed
-
A GNN Model with Adaptive Weights for Session-Based Recommendation Systems9 Aug 2024 0 repositories listed
-
AI-assisted Coding with Cody: Lessons from Context Retrieval and Evaluation for Code Recommendations9 Aug 2024 0 repositories listed
-
Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation9 Aug 2024 0 repositories listed
-
Enhanced Semantic Graph Based Approach With Sentiment Analysis For User Interest Retrieval From Social Sites8 Aug 2024 0 repositories listed
-
MMREC: LLM Based Multi-Modal Recommender System8 Aug 2024 0 repositories listed
-
Lifelong Personalized Low-Rank Adaptation of Large Language Models for Recommendation7 Aug 2024 0 repositories listed
-
Retrieval Augmentation via User Interest Clustering7 Aug 2024 0 repositories listed
-
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search6 Aug 2024 0 repositories listed
-
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs6 Aug 2024 0 repositories listed
-
Embedding Compression in Recommender Systems: A Survey5 Aug 2024 0 repositories listed
-
Feedback Reciprocal Graph Collaborative Filtering5 Aug 2024 0 repositories listed
-
Sharpness-Aware Cross-Domain Recommendation to Cold-Start Users4 Aug 2024 0 repositories listed
-
MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph3 Aug 2024 0 repositories listed
-
Simple but Efficient: A Multi-Scenario Nearline Retrieval Framework for Recommendation on Taobao1 Aug 2024 0 repositories listed
-
Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity1 Aug 2024 0 repositories listed
-
A Natural Language Processing Framework for Hotel Recommendation Based on Users' Text Reviews1 Aug 2024 0 repositories listed
-
Personalized Multi-task Training for Recommender System31 Jul 2024 0 repositories listed
-
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval31 Jul 2024 0 repositories listed
-
Review of Explainable Graph-Based Recommender Systems31 Jul 2024 0 repositories listed
-
Powerful A/B-Testing Metrics and Where to Find Them30 Jul 2024 0 repositories listed
-
A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation29 Jul 2024 0 repositories listed
-
Adaptive Utilization of Cross-scenario Information for Multi-scenario Recommendation29 Jul 2024 0 repositories listed
-
AOTree: Aspect Order Tree-based Model for Explainable Recommendation29 Jul 2024 0 repositories listed
-
Fusion Self-supervised Learning for Recommendation29 Jul 2024 0 repositories listed
-
Enhancing Taobao Display Advertising with Multimodal Representations: Challenges, Approaches and Insights28 Jul 2024 0 repositories listed
-
Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems25 Jul 2024 0 repositories listed
-
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning25 Jul 2024 0 repositories listed
-
Flexible Generation of Preference Data for Recommendation Analysis23 Jul 2024 0 repositories listed
-
TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou23 Jul 2024 0 repositories listed
-
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System22 Jul 2024 0 repositories listed
-
Leveraging LLM Reasoning Enhances Personalized Recommender Systems22 Jul 2024 0 repositories listed
-
Dual Test-time Training for Out-of-distribution Recommender System22 Jul 2024 0 repositories listed
-
Scalable Dynamic Embedding Size Search for Streaming Recommendation22 Jul 2024 0 repositories listed
-
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme21 Jul 2024 0 repositories listed
-
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models19 Jul 2024 0 repositories listed
-
Frontiers of Deep Learning: From Novel Application to Real-World Deployment19 Jul 2024 0 repositories listed
-
User-Creator Feature Polarization in Recommender Systems with Dual Influence19 Jul 2024 0 repositories listed
-
Capturing Style in Author and Document Representation18 Jul 2024 0 repositories listed
-
Differential Privacy Mechanisms in Neural Tangent Kernel Regression18 Jul 2024 0 repositories listed
-
Evaluating the performance-deviation of itemKNN in RecBole and LensKit18 Jul 2024 0 repositories listed
-
MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation18 Jul 2024 0 repositories listed
-
On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems18 Jul 2024 0 repositories listed
-
Evaluating graph-based explanations for AI-based recommender systems17 Jul 2024 0 repositories listed
-
Characterizing and Understanding HGNN Training on GPUs16 Jul 2024 0 repositories listed
-
NudgeRank: Digital Algorithmic Nudging for Personalized Health16 Jul 2024 0 repositories listed
-
E-Commerce Product Recommendation System based on ML Algorithms15 Jul 2024 0 repositories listed
-
Efficient Continual Learning with Low Memory Footprint For Edge Device15 Jul 2024 0 repositories listed
-
All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era14 Jul 2024 0 repositories listed
-
Data Imputation using Large Language Model to Accelerate Recommendation System14 Jul 2024 0 repositories listed
-
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning14 Jul 2024 0 repositories listed
-
Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions14 Jul 2024 0 repositories listed
-
Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual13 Jul 2024 0 repositories listed
-
A Neural Matrix Decomposition Recommender System Model based on the Multimodal Large Language Model12 Jul 2024 0 repositories listed
-
EVOLVE: Predicting User Evolution and Network Dynamics in Social Media Using Fine-Tuned GPT-like Model12 Jul 2024 0 repositories listed
-
A Comprehensive Survey on Retrieval Methods in Recommender Systems11 Jul 2024 0 repositories listed
-
FAR-Trans: An Investment Dataset for Financial Asset Recommendation11 Jul 2024 0 repositories listed
-
Advancements in Recommender Systems: A Comprehensive Analysis Based on Data, Algorithms, and Evaluation10 Jul 2024 0 repositories listed
-
Review-LLM: Harnessing Large Language Models for Personalized Review Generation10 Jul 2024 0 repositories listed
-
Fine-grained large-scale content recommendations for MSX sellers9 Jul 2024 0 repositories listed
-
Sustainable techniques to improve Data Quality for training image-based explanatory models for Recommender Systems9 Jul 2024 0 repositories listed
-
Ensemble Boost: Greedy Selection for Superior Recommender Systems7 Jul 2024 0 repositories listed
-
Collective Upkeep6 Jul 2024 0 repositories listed
-
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations6 Jul 2024 0 repositories listed
-
EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context5 Jul 2024 0 repositories listed
-
Deep Pareto Reinforcement Learning for Multi-Objective Recommender Systems4 Jul 2024 0 repositories listed
-
CRUISE on Quantum Computing for Feature Selection in Recommender Systems3 Jul 2024 0 repositories listed
-
LANE: Logic Alignment of Non-tuning Large Language Models and Online Recommendation Systems for Explainable Reason Generation3 Jul 2024 0 repositories listed
-
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning2 Jul 2024 0 repositories listed
-
ECAT: A Entire space Continual and Adaptive Transfer Learning Framework for Cross-Domain Recommendation2 Jul 2024 0 repositories listed
-
Linear Submodular Maximization with Bandit Feedback2 Jul 2024 0 repositories listed
-
Federated Binary Matrix Factorization using Proximal Optimization1 Jul 2024 0 repositories listed
-
Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators30 Jun 2024 0 repositories listed
-
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions29 Jun 2024 0 repositories listed
-
Amplify Graph Learning for Recommendation via Sparsity Completion27 Jun 2024 0 repositories listed
-
Multi-modal Food Recommendation using Clustering and Self-supervised Learning27 Jun 2024 0 repositories listed
-
Towards Personalized Federated Multi-Scenario Multi-Task Recommendation27 Jun 2024 0 repositories listed
-
Automated Off-Policy Estimator Selection via Supervised Learning26 Jun 2024 0 repositories listed
-
Effects of Using Synthetic Data on Deep Recommender Models' Performance26 Jun 2024 0 repositories listed
-
Predictive accuracy of recommender algorithms26 Jun 2024 0 repositories listed
-
Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System25 Jun 2024 0 repositories listed
-
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems25 Jun 2024 0 repositories listed
-
A Survey on Intent-aware Recommender Systems24 Jun 2024 0 repositories listed
-
Debiased Recommendation with Noisy Feedback24 Jun 2024 0 repositories listed
-
Star+: A New Multi-Domain Model for CTR Prediction24 Jun 2024 0 repositories listed
-
A Mechanism for Optimizing Media Recommender Systems23 Jun 2024 0 repositories listed
-
Evaluating Ensemble Methods for News Recommender Systems23 Jun 2024 0 repositories listed
-
Learning k-Determinantal Point Processes for Personalized Ranking23 Jun 2024 0 repositories listed