| WeSearch: A Unified Model-Centric Retrieval Framework for WeChat Search |
2026-10-31 |
English · Chinese |
| PailitaoMMSearch2.0 Technical Report: Scaling Generative Retrieval to Unified End-to-End Multimodal Search |
2026-10-27 |
English · Chinese |
| KL-MOPD: Discrepancy-Aware Multi-Objective On-Policy Distillation for Generative Recommendation |
2026-10-27 |
English · Chinese |
| PinGER: Token-Efficient Generative Retrieval with Semantic IDs |
2026-10-24 |
English · Chinese |
| Reinforcement Learning for Controller Parameters in the Auto-Bidding System at Pinterest |
2026-10-23 |
English · Chinese |
| Hierarchical GTV Estimation: Bridging the Gap between Container-Level Ranking and Item-Level Conversion |
2026-10-23 |
English · Chinese |
| PAIR: Preference-Aligned Intent Retrieval for Premium People Recommendation at LinkedIn |
2026-10-22 |
English · Chinese |
| OneLatent: Latent Reasoning for Efficient Foundation Recommendation Models |
2026-10-22 |
English · Chinese |
| Progressive Learning from Content to Relevance to Personalization for CTR Prediction |
2026-10-21 |
English · Chinese |
| SPAR: Stepwise Personalized Autoregressive Recommendation with Prefix-Balanced Semantic IDs |
2026-10-20 |
English · Chinese |
| ECHO: Efficient Cascade with Homogeneous Operators for Distillation-Guided 100K-Sequence Modeling |
2026-10-20 |
English · Chinese |
| Baseline and Incremental: User, Item, and Request Debiasing in Instagram Feed Ranking |
2026-10-20 |
English · Chinese |
| MAPS: A Multi-Agent Personalized Script-Driven Video Advertising System Enhanced by Reinforcement Learning |
2026-10-19 |
English · Chinese |
| Don't Rewrite the SID Map: Topology Preservation for Generative Retrieval in Dynamic E-Commerce Search |
2026-10-19 |
English · Chinese |
| CASI: Credit Assignment via Set Intervention for Agentic Retrieval |
2026-10-14 |
English · Chinese |
| WeGR: Unified Generative Retrieval for Industrial Search Systems in WeChat |
2026-10-12 |
English · Chinese |
| UniSGR-V2: Stepwise Target-Side Feature Anticipation and Crossing for Generative Recommendation |
2026-10-12 |
English · Chinese |
| LLM-based User-Product Relevance Evaluation for Dynamic Product Advertising |
2026-10-10 |
English · Chinese |
| FORTE: A Production Framework for Feature Evaluation and Deprecation in Industrial Recommender Systems |
2026-10-09 |
English · Chinese |
| RPTune: Learned Context Curation for LLM Catalog Search |
2026-10-01 |
English · Chinese |
| Optimizing Effective Training Time for Large-Scale Recommendation Systems |
2026-10-01 |
English · Chinese |
| Not All Is Lost: Repairing Lossy User Preference States of Personalization Encoders |
2026-10-01 |
English · Chinese |
| Neither Black nor White: Balancing Semantic and Collaborative Signals with Graph-Informed Semantic IDs (GrIS) |
2026-10-01 |
English · Chinese |
| AgentWebRec: Compact Evidence Fusion over the Agent Web for Personalized Recommendation |
2026-10-01 |
English · Chinese |
| Generative End-to-end Ad Retrieval at Douyin |
2026-09-30 |
English · Chinese |
| HELIX: Purified and Unified - Rethinking Feature Interaction and Sequence Modeling for Large-Scale Recommendation |
2026-09-29 |
English · Chinese |
| GRP v0.1 Technical Report |
2026-09-29 |
English · Chinese |
| Challenges and Solutions for Bandits in the Wild: Warm-Started Mixture Bandits for Cross-Cohort Slate Recommendation |
2026-09-29 |
English · Chinese |
| Beyond Interaction Capacity: Estimator Scaling with Recursive Models for CTR Prediction |
2026-09-29 |
English · Chinese |
| Measuring and Mitigating Identity-Cue Preference Drift in LLM-based Recommender Systems |
2026-09-28 |
English · Chinese |
| EvoSkillRec: Skill-Genome Evolution for Recommender Architecture Discovery |
2026-09-28 |
English · Chinese |
| Mend the Measurement Gap: Latent User Preference Modeling for Short-Form Video Recommendation |
2026-09-26 |
English · Chinese |
| KuaFu: Compressing Long User Behavior into Understanding at Billion Scale |
2026-09-25 |
English · Chinese |
| X-Rec Technical Report |
2026-09-24 |
English · Chinese |
| OneTrans-V2: Unifying Retrieval, Pre-rank, and Fine-rank with One Transformer in Industrial Recommender |
2026-09-23 |
English · Chinese |
| Learned Cross-Task Relationships in Multi-Task Models |
2026-09-23 |
English · Chinese |
| Lightweight Ranking Heads: Accelerating Multi-Task Experimentation in Production Recommender Systems |
2026-09-21 |
English · Chinese |
| UNIQUE: A Unified Retrieval and Ranking System for Large-Scale Feed Recommendation |
2026-09-20 |
English · Chinese |
| MuSeR: Scalable Long-sequence Recommendation with Multi-interest Modeling |
2026-09-20 |
English · Chinese |
| Explainable Recommendations at Scale: LLM Rationales for YouTube Music Artist Discovery |
2026-09-20 |
English · Chinese |
| Verify, Don't Trust: Agentic Model Development for Video Discovery Retrieval at Scale |
2026-09-18 |
English · Chinese |
| One-Step Retrieval Framework for Real-Time Sponsored Search Ads Using Hierarchical Text Representations |
2026-09-16 |
English · Chinese |
| LazFormer: Scaling Transformers for Industrial Recommendation via Transferable Generative Pre-training |
2026-09-14 |
English · Chinese |
| Generate to Explore, Select to Exploit: Aligning LLM-based Headline Generation with Personalized Recommendation |
2026-09-14 |
English · Chinese |
| MIMA: Multi-Interest Recommendation via Multi-Positive Exclusive Assignment |
2026-09-11 |
English · Chinese |
| ChronicleRec: Pre-training Temporally Anchored Tokens for Lifelong User Modeling |
2026-09-11 |
English · Chinese |
| UniRec: Cross-Stage Multi-Task Fusion with Preference Optimization for Cascaded Recommender Systems |
2026-09-10 |
English · Chinese |
| SIRF: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control |
2026-09-10 |
English · Chinese |
| SequenceO1: End-to-End Ultra-Long (100K) Sequence Modeling in Recommendation with Low-Rank Caching |
2026-09-08 |
English · Chinese |
| BAFF: Bid-Aware Filter Family for Mitigating Training Data Interference in RTB A/B Tests |
2026-09-08 |
English · Chinese |
| Beyond Co-purchase Relation: Evolution of Complementary Recommendations at Allegro |
2026-09-04 |
English · Chinese |
| AutoLR: Automating the Path from Research to Launch Review in Industrial Recommender Systems |
2026-09-04 |
English · Chinese |
| CORAL: An LLM-Native Harness for Production Recommender Systems |
2026-09-02 |
English · Chinese |
| TGR: Advancing Industrial Recommendation from Generative-Paradigm Ranking toward Unified Generation and Reasoning |
2026-09-01 |
English · Chinese |
| From Language to Behavior: Scaling Sequence Transformers for Industrial Recommendation Ranking with Rec-Native Designs |
2026-09-01 |
English · Chinese |
| SetMIR: Multi-Interest Retrieval as Set Prediction |
2026-08-31 |
English · Chinese |
| CAMIE: Co-Engagement-Aware Multimodal Item Embeddings for Snap Dynamic Product Ads Retrieval |
2026-08-31 |
English · Chinese |
| Scaling Graph Neural Networks for Friend Recommendation: Multi-Hash User Embeddings and Temporal Neighbor Sampling |
2026-08-27 |
English · Chinese |
| TransRetrieval: Scaling Up Transformer-Based Retrieval for Industrial Recommendation |
2026-08-26 |
English · Chinese |
| DCEO: Direct Causal Effect Optimization for Long-Term User Value Modeling in E-commerce Search |
2026-08-26 |
English · Chinese |
| TAGR: Temporally Adaptive Generative Recommendation for Industrial Live-Streaming Advertising |
2026-08-25 |
English · Chinese |
| From a Static Multi-Level Small Semantic Codebook to a Dynamic Single-Level Large Semantic Codebook for Generative Recommendation |
2026-08-21 |
English · Chinese |
| OneModel: A Unified Foundation for Platform-Scale Multi-Scenario Ranking |
2026-08-19 |
English · Chinese |
| Once Generated, Ranked: End-to-End Generative Slate Recommendation with Unified Semantic-Collaborative IDs |
2026-08-18 |
English · Chinese |
| Multimedia Asset Personalization via Multimodal Embeddings at Netflix |
2026-08-18 |
English · Chinese |
| DrEM: Dual-Side Robust Ensemble Ranking from Noisy User Preference Predictions in Video Recommendation |
2026-08-13 |
English · Chinese |
| Sona Technical Report |
2026-08-11 |
English · Chinese |
| MetaStrategy: Generative Ranking with Executable LLM Strategies |
2026-08-10 |
English · Chinese |
| IntHQ: Task-Interactive Hierarchical Query on Dual-Stream Representations for Generative Recommendation |
2026-08-10 |
English · Chinese |
| GenRec: An LLM-Backed Recommendation Ranker at Netflix |
2026-08-10 |
English · Chinese |
| From Prediction to Incrementality: Causal Optimization for Large-Scale Targeting and Recommendation |
2026-08-10 |
English · Chinese |
| DREAM: A Dual-Loop Recommendation Evolution Framework Powered by Large Language Models |
2026-08-10 |
English · Chinese |
| ConnectionMind: A General Social-Personalized Recommendation System with LLM Reasoning |
2026-08-10 |
English · Chinese |
| PushDualGen: Enabling LLMs to Generate Semantic IDs with Interpretable Copy for Industrial Push Recommendation |
2026-08-08 |
English · Chinese |
| Teacher Retains Full Tokens, Student Merges Efficiently: TM20K for E-Commerce Sequence Modeling in Ad Recommendation |
2026-08-07 |
English · Chinese |
| Gryphon-v2: One Model in Place of a Cascade — Generate-and-Rank Recommender with Rollout Distillation |
2026-08-06 |
English · Chinese |
| Multi-Objective Ranking for Live-Streaming: Balancing Fresh and Delayed Signals with Segment-Aware Targeting |
2026-08-05 |
English · Chinese |
| DEGR: Dual Exploration-Driven Generative Re-Ranking for Adaptive Cross-Request Context Bridging |
2026-08-05 |
English · Chinese |
| LLM-Derived Priors for Thompson Sampling in Cold-Start Comment Recommendation |
2026-08-04 |
English · Chinese |
| SPEAR: Selection-aware Personalized End-to-end Adaptive Rewriting and Retrieval for Community Search |
2026-08-03 |
English · Chinese |
| Knowledge–Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation |
2026-08-03 |
English · Chinese |
| Douyin Multimodal Embedding Model Technical Report |
2026-08-03 |
English · Chinese |
| A Self-Triggered Agentic Push Recommendation System |
2026-08-03 |
English · Chinese |
| Hierarchical Residual Policy Optimization for Generative Recommendations |
2026-08-01 |
English · Chinese |
| TransX: Scaling Transformer-based Recommendation via Behavioral and Serving Stream Crossings |
2026-07-31 |
English · Chinese |
| RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems |
2026-07-31 |
English · Chinese |
| GALA: Generative Aligned Learning for Adaptive Multimodal Representation in the Taobao Shangou Recommender System |
2026-07-31 |
English · Chinese |
| ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation |
2026-07-30 |
English · Chinese |
| LLM-Based Generative Retrieval for Snapchat Content Recommendation |
2026-07-30 |
English · Chinese |
| Heterogeneous Ranking in Industrial-Scale Recommender Systems: A Case Study |
2026-07-30 |
English · Chinese |
| From Understanding to Action: Feedback-Grounded Policy Discovery for Generative Recommendation |
2026-07-30 |
English · Chinese |
| CCFormer: Efficient Cross-Field Interaction and Hierarchical Sequence Compression for Industrial Recommendation at Tencent |
2026-07-30 |
English · Chinese |
| Building a User Foundation Model for the Open Web |
2026-07-30 |
English · Chinese |
| PSG: Pair-Space Generation for Efficient Generative Reranking |
2026-07-29 |
English · Chinese |
| OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval |
2026-07-29 |
English · Chinese |
| DIRECTOR: Dynamic Index-based Recommendation with Transport-Optimized Retrieval |
2026-07-29 |
English · Chinese |
| ClockRoPE: Random Fourier Rotations for Temporal Routine Modeling |
2026-07-29 |
English · Chinese |
| ASARL: Autonomous Social-Aware Relevance Learning for QQ Search |
2026-07-29 |
English · Chinese |
| TWICE: Two-Clock, Two-Window Learning for Long-Horizon Conversion Prediction in Online Advertising |
2026-07-28 |
English · Chinese |
| Reward Guided Decoding for Generative Recommendation |
2026-07-28 |
English · Chinese |
| RecoReward: Recommender-Guided Multimodal Description Generation for Recommendation |
2026-07-28 |
English · Chinese |
| Beyond Single-Episode Optimization: Sliding-Window Aware Generative Auto-Bidding for Long-Term Advertising Effectiveness |
2026-07-28 |
English · Chinese |
| Unifying Generative Recall and Multi-Objective Ranking in a Single Decoder-Only Sequence |
2026-07-27 |
English · Chinese |
| SpecFormer: Mitigating Embedding and Attention Collapse via Spectral-Aware Transformer for Recommendation |
2026-07-27 |
English · Chinese |
| OxygenREC-v2: Internalizing Discrimination into Generative Recommendation |
2026-07-27 |
English · Chinese |
| Mosaic: A Fleet of User Embedding Specialists for Recommendation at Meta |
2026-07-27 |
English · Chinese |
| Memory Layer: Train the In-Model Cache for Recommendation Models |
2026-07-27 |
English · Chinese |
| CORE: A Unified Cascaded Ordinal Relevance Estimation Framework for E-commerce Search |
2026-07-27 |
English · Chinese |
| Tokens are All You Need: Dual-purpose Semantic IDs for Achieving LLM-Level I/O Efficiency in Recommendation Systems |
2026-07-26 |
English · Chinese |
| Melo: A Production LLM-Powered Music Recommendation Agent |
2026-07-26 |
English · Chinese |
| Breaking the Loop: An Empirical Comparison of Strategies for Novelty and Freshness in YouTube Music |
2026-07-26 |
English · Chinese |
| EGR: Embedding-Native Generative Retrieval with a Shared LLM |
2026-07-25 |
English · Chinese |
| PinEqualizer: Full Funnel Content Exploration and Debiasing System at Pinterest |
2026-07-23 |
English · Chinese |
| Bridging the Structural Gap: Adapting Autoregressive Generation for Recommendation |
2026-07-23 |
English · Chinese |
| TSGR: Taobao Search Generative Retrieval |
2026-07-21 |
English · Chinese |
| PinDCO: Whole-Page Aware Dynamic Creative Optimization at Scale |
2026-07-21 |
English · Chinese |
| RecEvolve: A Knowledge-Driven Autonomous Agent System for Recommender Systems |
2026-07-20 |
English · Chinese |
| RAMP: Robust Ad Recommendation Under Limited Personalized-Feature Availability via Masking and Alignment Pathways |
2026-07-20 |
English · Chinese |
| WHALE: A Scalable Unified Model for Recommendation with Wukong-HSTU Architecture |
2026-07-19 |
English · Chinese |
| Uncertainty as Remedy: Mitigating Satisfaction Label Bias in Short Video Multi-Objective Ensemble Ranking |
2026-07-19 |
English · Chinese |
| Pin-SCALE: Semantic Cascading and Alignment Learning for Engagement-Aware IDs in Cold-Start Recommendations |
2026-07-19 |
English · Chinese |
| RecGPT-V3 Technical Report |
2026-07-17 |
English · Chinese |
| RECAP: Feedback-Driven Streaming Semantic User Profiles for Short-Video Recommendation |
2026-07-17 |
English · Chinese |
| LLM-Based Re-Ranking for Real Estate Search |
2026-07-16 |
English · Chinese |
| TMallGS: Scaling Unified Feature and Sequence Modeling for Generative E-commerce Search |
2026-07-15 |
English · Chinese |
| Long-term User Engagement Optimization through Model-agnostic Downstream Rewards Learning |
2026-07-15 |
English · Chinese |
| Long-History User Transformers for Real-Time Ad Ranking |
2026-07-15 |
English · Chinese |
| Adaptive Ad Load Design for Sponsored Search Markets: Evidence, Theory, and Deployment |
2026-07-15 |
English · Chinese |
| SlimPer: Make Personalization Model Slim and Smart |
2026-07-14 |
English · Chinese |
| Proximity Features: Privacy-Compliant Cold-Start Personalization at Airbnb |
2026-07-14 |
English · Chinese |
| Not Only NTP: Extending Training Signal Coverage for Generative Recommendation |
2026-07-14 |
English · Chinese |
| MESH: Scaling Up Retrieval with Heterogeneous Content Unification |
2026-07-14 |
English · Chinese |
| Learning to Forget: Satiation-Aware Long-Sequence Transducers for Mitigating Post-Purchase Redundancy |
2026-07-14 |
English · Chinese |
| Deep-learning Causal Retrieval Optimization for Efficient e-commerce Distribution in Pinterest |
2026-07-14 |
English · Chinese |
| Cheaper is Better: A Discount-Aware Network for Conversion Rate Prediction in E-commerce Recommendation System |
2026-07-14 |
English · Chinese |
| Guess Where You Go: Generative Next Point-of-Interest Recommendation in Amap |
2026-07-13 |
English · Chinese |
| ZoRRO: A Zero-Weight Personalized Recommender System for Scalable News Recommendation |
2026-07-12 |
English · Chinese |
| Multilingual Semantic Retrieval for Apple Music Search |
2026-07-11 |
English · Chinese |
| Prompt Generation Technical Report |
2026-07 |
English · Chinese |
| GenPage: Towards End-to-End Generative Homepage Construction at Netflix |
2026-06-30 |
English · Chinese |
| POEM: Partial-Order Enhanced Real-Time Sequential Modeling for Recommendation |
2026-06-29 |
English · Chinese |
| NEXT: Reasoning-Driven Video Recommendation via a Vision-Language Model |
2026-06-27 |
English · Chinese |
| UniFormer: Efficient and Unified Model-Centric Scaling for Industrial Recommendation |
2026-06-25 |
English · Chinese |
| NOVA: A Verification-Aware Agent Harness for Architecture Evolution in Industrial Recommender Systems |
2026-06-25 |
English · Chinese |
| Recommendation as Generation: Unifying Personalized Video Generation and Recommendation at Industrial Scale |
2026-06-24 |
English · Chinese |
| TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems |
2026-06-23 |
English · Chinese |
| JourneyFormer: Encoding Airbnb Guest Journey with Sequence Modeling |
2026-06-17 |
English · Chinese |
| RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in Recommendation |
2026-06-16 |
English · Chinese |
| PIANO: Personalized Reranking via Information Aggregation Node for Music Search Optimization |
2026-06-15 |
English · Chinese |
| OneRank: Unified Transformer-Native Ranking Architecture for Multi-Task Recommendation |
2026-06-15 |
English · Chinese |
| EvoRec: Self-Evolving Agentic Recommender Systems |
2026-06-15 |
English · Chinese |
| Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations |
2026-06-09 |
English · Chinese |
| ToolRec: Calibrated Preference Alignment for Query Recommendation in On-Device Assistants |
2026-06-07 |
English · Chinese |
| SSRLive: Live Streaming Recommendation with Dynamic Semantic ID |
2026-06-05 |
English · Chinese |
| Taiji: Pareto Optimal Policy Optimization with Semantics-IDs Trade-off for Industrial LLM-Enhanced Recommendation |
2026-06-02 |
English · Chinese |
| Synthetic Data from Cross-Domain Events for Large-Scale Recommendation Systems |
2026-05-29 |
English · Chinese |
| Stochastic Primal-Dual Decoding for Multiobjective Generative Recommender Systems |
2026-05-26 |
English · Chinese |
| MuChator: Enabling Active Music Discovery via Conversational Music LLMs in Douyin Music |
2026-05-26 |
English · Chinese |
| L2Rec: Towards Dual-View Understanding of LLMs for Personalized Recommendation |
2026-05-26 |
English · Chinese |
| Causal Representation Learning for Generalisable Recommendation |
2026-05-26 |
English · Chinese |
| From Item-Only to Query-Item: Query-Conditioned Generative Search with QGS in Quark |
2026-05-25 |
English · Chinese |
| DeGRe: Listwise Generative Reranking with Offline Lookahead Distillation |
2026-05-25 |
English · Chinese |
| TubiFM: Unified Item, Carousel, and Search Ranking for Streaming Discovery |
2026-05-22 |
English · Chinese |
| HARNESS-LM: A Three-Phase Training Recipe for Harnessing SLMs in Sponsored Search Retrieval |
2026-05-22 |
English · Chinese |
| From Head to Tail: Asymmetric Knowledge Transfer in Long-tail Recommendation with Generative Semantic IDs |
2026-05-22 |
English · Chinese |
| PEARL: Unbiased Percentile Estimation via Contrastive Learning for Industrial-Scale Livestream Recommendation |
2026-05-20 |
English · Chinese |
| FLUID: From Ephemeral IDs to Multimodal Semantic Codes for Industrial-Scale Livestreaming Recommendation |
2026-05-20 |
English · Chinese |
| Towards Sustainable Growth: A Multi-Value-Aware Retrieval Framework for E-Commerce Search |
2026-05-18 |
English · Chinese |
| DADF: A Distribution-Aware Debiasing Framework for Watch-Time Regression in Recommender Systems |
2026-05-18 |
English · Chinese |
| Policy-Grounded Dynamic Facet Suggestions for Job Search |
2026-05-15 |
English · Chinese |
| Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL |
2026-05-14 |
English · Chinese |
| UxSID: Semantic-Aware User Interests Modeling for Ultra-Long Sequence |
2026-05-09 |
English · Chinese |
| A Production-Ready RL Framework for Personalized Utility Tuning with Pareto Sweeping in Pinterest Recommender Systems |
2026-05-08 |
English · Chinese |
| Effective Knowledge Transfer for Multi-Task Recommendation Models |
2026-05-07 |
English · Chinese |
| Bridging Passive and Active: Enhancing Conversation Starter Recommendation via Active Expression Modeling |
2026-05-07 |
English · Chinese |
| RecGPT-Mobile: On-Device Large Language Models for User Intent Understanding in Taobao Feed Recommendation |
2026-05-06 |
English · Chinese |
| Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling |
2026-05-04 |
English · Chinese |
| Unified Value Alignment for Generative Recommendation in Industrial Advertising |
2026-05 |
English · Chinese |
| LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation |
2026-05 |
English · Chinese |
| LLM Retrieval for Stable and Predictable Ad Recommendations |
2026-05 |
English · Chinese |
| Fine-Tuned LLM as a Complementary Predictor Improving Ads System |
2026-05 |
English · Chinese |
| A General Framework for Multimodal LLM-Based Multimedia Understanding in Large-Scale Recommendation Systems |
2026-05 |
English · Chinese |
| From Local Indices to Global Identifiers: Generative Reranking via Global Action Space |
2026-04-28 |
English · Chinese |
| Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale |
2026-04-26 |
English · Chinese |
| CS3: Efficient Online Capability Synergy for Two-Tower Recommendation |
2026-04-21 |
English · Chinese |
| AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization |
2026-04-21 |
English · Chinese |
| RankUp: Towards High-rank Representations for Large Scale Advertising Recommender Systems |
2026-04-20 |
English · Chinese |
| Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations |
2026-04-20 |
English · Chinese |
| GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation |
2026-04-16 |
English · Chinese |
| UniRec: Bridging the Expressive Gap between Generative and Discriminative Recommendation via Chain-of-Attribute |
2026-04-14 |
English · Chinese |
| Efficient Retrieval Scaling with Hierarchical Indexing for Large Scale Recommendation |
2026-04-14 |
English · Chinese |
| SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling |
2026-04-13 |
English · Chinese |
| SID-Coord: Coordinating Semantic IDs for ID-based Ranking in Short-Video Search |
2026-04-12 |
English · Chinese |
| Dual-Rerank: Fusing Sequential Dependencies and Utility for Generative Reranking |
2026-04-08 |
English · Chinese |
| MBGR: Multi-Business Generative Recommendation |
2026-04-03 |
English · Chinese |
| RCLRec: Reverse Curriculum Learning for Modeling Sparse Conversions in Generative Recommendation |
2026-03-30 |
English · Chinese |
| UniScale: Synergistic Entire Space Data and Model Scaling for Search Ranking |
2026-03-25 |
English · Chinese |
| GateSID: Adaptive Gating for Semantic-Collaborative Alignment in Cold-Start Recommendation |
2026-03-24 |
English · Chinese |
| TagLLM: A Fine-Grained Tag Generation Approach for Note Recommendation |
2026-03-23 |
English · Chinese |
| SaFRO: Satisfaction-Aware Fusion via Dual-Relative Policy Optimization for Short-Video Search |
2026-03-20 |
English · Chinese |
| GenFacet: End-to-End Generative Faceted Search via Multi-Task Preference Alignment in E-Commerce |
2026-03-20 |
English · Chinese |
| AIGQ: An End-to-End Hybrid Generative Architecture for E-commerce Query Recommendation |
2026-03-20 |
English · Chinese |
| Deploying Semantic ID-based Generative Retrieval for Large-Scale Podcast Discovery at Spotify |
2026-03-18 |
English · Chinese |
| SORT: A Systematically Optimized Ranking Transformer for Industrial-scale Recommenders |
2026-03-04 |
English · Chinese |
| Not All Candidates are Created Equal: Heterogeneity-Aware Pre-ranking |
2026-03-04 |
English · Chinese |
| Constraint-Aware Generative Re-ranking for Multi-Objective Optimization in Advertising Feeds |
2026-03-04 |
English · Chinese |
| PinCLIP: Large-scale Foundational Multimodal Representation at Pinterest |
2026-03-03 |
English · Chinese |
| OneRanker: Unified Generation and Ranking with One Model in Industrial Advertising Recommendation |
2026-03-03 |
English · Chinese |
| IDProxy: Cold-Start CTR Prediction for Ads and Recommendation at Xiaohongshu with Multimodal LLMs |
2026-03-02 |
English · Chinese |
| Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations |
2026-03-01 |
English · Chinese |
| Zero-shot Cross-domain Knowledge Distillation: A Case study on YouTube Music |
2026-03 |
English · Chinese |
| Stop Treating Collisions Equally: Qualification-Aware Semantic ID Learning for Recommendation at Industrial Scale |
2026-02-28 |
English · Chinese |
| Learning to Reflect and Correct: Towards Better Decoding Trajectories for Large-Scale Generative Recommendation |
2026-02-27 |
English · Chinese |
| Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators |
2026-02-26 |
English · Chinese |
| HiSAC: Hierarchical Sparse Activation Compression for Ultra-long Sequence Modeling in Recommenders |
2026-02-24 |
English · Chinese |
| Generative Pseudo-Labeling for Pre-Ranking with LLMs |
2026-02-24 |
English · Chinese |
| Bending the Scaling Law Curve in Large-Scale Recommendation Systems |
2026-02-19 |
English · Chinese |
| A Long-term Value Prediction Framework In Video Ranking |
2026-02-19 |
English · Chinese |
| Rethinking ANN-based Retrieval: Multifaceted Learnable Index for Large-scale Recommendation System |
2026-02-18 |
English · Chinese |
| Climber-Pilot: A Non-Myopic Generative Recommendation Model Towards Better Instruction-Following |
2026-02-14 |
English · Chinese |
| RQ-GMM: Residual Quantized Gaussian Mixture Model for Multimodal Semantic Discretization in CTR Prediction |
2026-02-13 |
English · Chinese |
| RGAlign-Rec: Ranking-Guided Alignment for Latent Query Reasoning in Recommendation Systems |
2026-02-13 |
English · Chinese |
| Jointly Optimizing Debiased CTR and Uplift for Coupons Marketing: A Unified Causal Framework |
2026-02-13 |
English · Chinese |
| CAPTS: Channel-Aware, Preference-Aligned Trigger Selection for Multi-Channel Item-to-Item Retrieval |
2026-02-13 |
English · Chinese |
| Awakening Dormant Users: Generative Recommendation with Counterfactual Functional Role Reasoning |
2026-02-13 |
English · Chinese |
| Online Advertising with Spatial Interactions |
2026-02-12 |
English · Chinese |
| Compress, Cross and Scale: Multi-Level Compression Cross Networks for Efficient Scaling in Recommender Systems |
2026-02-12 |
English · Chinese |
| An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking |
2026-02-12 |
English · Chinese |
| Compute Only Once: UG-Separation for Efficient Large Recommendation Models |
2026-02-11 |
English · Chinese |
| CADET: Context-Conditioned Ads CTR Prediction With a Decoder-Only Transformer |
2026-02-11 |
English · Chinese |
| SMES: Towards Scalable Multi-Task Recommendation via Expert Sparsity |
2026-02-10 |
English · Chinese |
| SARM: LLM-Augmented Semantic Anchor for End-to-End Live-Streaming Ranking |
2026-02-10 |
English · Chinese |
| Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture Design |
2026-02-10 |
English · Chinese |
| DiffuReason: Bridging Latent Reasoning and Generative Refinement for Sequential Recommendation |
2026-02-10 |
English · Chinese |
| PIT: A Dynamic Personalized Item Tokenizer for End-to-End Generative Recommendation |
2026-02-09 |
English · Chinese |
| ML-DCN: Masked Low-Rank Deep Crossing Network Towards Scalable Ads Click-through Rate Prediction at Pinterest |
2026-02-09 |
English · Chinese |
| MSN: A Memory-based Sparse Activation Scaling Framework for Large-scale Industrial Recommendation |
2026-02-07 |
English · Chinese |
| MDL: A Unified Multi-Distribution Learner in Large-scale Industrial Recommendation through Tokenization |
2026-02-07 |
English · Chinese |
| TokenMixer-Large: Scaling Up Large Ranking Models in Industrial Recommenders |
2026-02-06 |
English · Chinese |
| Statistical Learning from Attribution Sets |
2026-02-06 |
English · Chinese |
| DOS: Dual-Flow Orthogonal Semantic IDs for Recommendation in Meituan |
2026-02-04 |
English · Chinese |
| Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment |
2026-02-01 |
English · Chinese |
| SIGMA: A Semantic-Grounded Instruction-Driven Generative Multi-Task Recommender at AliExpress |
2026-02 |
English · Chinese |
| S-GRec: Personalized Semantic-Aware Generative Recommendation with Asymmetric Advantage |
2026-02 |
English · Chinese |
| Generative Recommendation for Large-Scale Advertising |
2026-02 |
English · Chinese |
| Zenith: Scaling up Ranking Models for Billion-scale Livestreaming Recommendation |
2026-01-29 |
English · Chinese |
| OneMall: One Model, More Scenarios -- End-to-End Generative Recommender Family at Kuaishou E-Commerce |
2026-01-29 |
English · Chinese |
| Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation |
2026-01-28 |
English · Chinese |
| S2GR: Stepwise Semantic-Guided Reasoning in Latent Space for Generative Recommendation |
2026-01-26 |
English · Chinese |
| Unleashing the Potential of Sparse Attention on Long-term Behaviors for CTR Prediction |
2026-01-25 |
English · Chinese |
| Hierarchical Contextual Uplift Bandits for Catalog Personalization |
2026-01-20 |
English · Chinese |
| Applying Embedding-Based Retrieval to Airbnb Search |
2026-01-11 |
English · Chinese |
| PROMISE: Process Reward Models Unlock Test-Time Scaling Laws in Generative Recommendations |
2026-01-08 |
English · Chinese |
| Rethinking Multi-objective Ranking Ensemble in Recommender System: From Score Fusion to Rank Consistency |
2026-01-06 |
English · Chinese |
| Cold-Starting Podcast Ads and Promotions with Multi-Task Learning on Spotify |
2026-01-05 |
English · Chinese |
| HiGR: Industrial-Scale Hierarchical Generative Slate Recommendation Framework in Tencent |
2025-12-31 |
English · Chinese |
| RecGPT-V2 Technical Report |
2025-12-16 |
English · Chinese |
| DualGR: Generative Retrieval with Long and Short-Term Interests Modeling |
2025-11-16 |
English · Chinese |
| From Reasoning LLMs to BERT: A Two-Stage Distillation Framework for Search Relevance |
2025-10-13 |
English · Chinese |
| IntSR: An Integrated Generative Framework for Search and Recommendation |
2025-09-25 |
English · Chinese |
| OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking |
2025-09-22 |
English · Chinese |
| Deep Reinforcement Learning for Ranking Utility Tuning in the Ad Recommender System at Pinterest |
2025-09-05 |
English · Chinese |
| MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever |
2025-08-28 |
English · Chinese |
| SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation |
2025-08 |
English · Chinese |
| OneRec-V2 Technical Report |
2025-08 |
English · Chinese |
| Click A, Buy B: Rethinking Conversion Attribution in E-Commerce Recommendations |
2025-07-20 |
English · Chinese |
| Scaling Recommender Transformers to One Billion Parameters |
2025-07 |
English · Chinese |
| Macro Graph of Experts for Billion-Scale Multi-Task Recommendation |
2025-06-12 |
English · Chinese |
| RADAR: Recall Augmentation through Deferred Asynchronous Retrieval |
2025-06-08 |
English · Chinese |
| A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao |
2025-05-12 |
English · Chinese |
| Towards Large-scale Generative Ranking |
2025-05 |
English · Chinese |
| PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems |
2025-04 |
English · Chinese |
| Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations |
2025-03 |
English · Chinese |
| FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation |
2025-02-24 |
English · Chinese |
| FuXi-α: Scaling Recommendation Model with Feature Interaction Enhanced Transformer |
2025-02-05 |
English · Chinese |
| MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling |
2025-02-01 |
English · Chinese |
| Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model |
2025-02 |
English · Chinese |
| SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation |
2025-02 |
English · Chinese |
| Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models |
2025-02 |
English · Chinese |
| AdaF²M²: Comprehensive Learning and Responsive Leveraging Features in Recommendation System |
2025-01-27 |
English · Chinese |
| PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information |
2024-12 |
English · Chinese |
| Balancing Efficiency and Effectiveness: An LLM-Infused Approach for Optimized CTR Prediction |
2024-12 |
English · Chinese |
| LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System |
2024-11 |
English · Chinese |
| TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou |
2024-07-23 |
English · Chinese |
| Contextual Distillation Model for Diversified Recommendation |
2024-06-13 |
English · Chinese |
| Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time |
2024-06-12 |
English · Chinese |
| Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application |
2024-05 |
English · Chinese |
| NoteLLM: A Retrievable Large Language Model for Note Recommendation |
2024-03 |
English · Chinese |
| Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors |
2024-03 |
English · Chinese |
| A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation |
2024-03 |
English · Chinese |
| Large Language Model based Long-tail Query Rewriting in Taobao Search |
2023-11 |
English · Chinese |
| Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models |
2023-06 |
English · Chinese |
| M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems |
2022-05 |
English · Chinese |
| Progressive Layered Extraction (PLE): A Novel Multi-Task Learning Model for Personalized Recommendations |
2020-09-22 |
English · Chinese |
| DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems |
2020-08-19 |
English · Chinese |
| Search-based User Interest Modeling with Lifelong Sequential Behavior Data for CTR Prediction |
2020-06-10 |
English · Chinese |
| Behavior Sequence Transformer for E-commerce Recommendation in Alibaba |
2019-05-15 |
English · Chinese |
| Deep Interest Evolution Network for Click-Through Rate Prediction |
2018-09-11 |
English · Chinese |
| Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts |
2018-08-19 |
English · Chinese |
| Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate |
2018-04-21 |
English · Chinese |
| DeepFM: A Factorization-Machine based Neural Network for CTR Prediction |
2017-03-13 |
English · Chinese |
| Deep Neural Networks for YouTube Recommendations |
2016-09-15 |
English · Chinese |
| Wide & Deep Learning for Recommender Systems |
2016-06-24 |
English · Chinese |
| TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation |
Not recorded |
English · Chinese |
| Structuring and Tokenizing Distributed User Interest Context for Generative Recommendation |
Not recorded |
English · Chinese |
| Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents |
Not recorded |
English · Chinese |
| Self-Attentive Sequential Recommendation |
Not recorded |
English · Chinese |
| Recommender Systems with Generative Retrieval |
Not recorded |
English · Chinese |
| Rec-Distill: An Industrial Distillation Pipeline for Large-Scale Recommendation Models |
Not recorded |
English · Chinese |
| Real-Time Hard Negative Sampling via LLM-based Clustering for Large-Scale Two-Tower Retrieval |
Not recorded |
English · Chinese |
| RankMixer: Scaling Up Ranking Models in Industrial Recommenders |
Not recorded |
English · Chinese |
| PinFM: Foundation Model for User Activity Sequences at a Billion-scale Visual Discovery Platform |
Not recorded |
English · Chinese |
| PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations |
Not recorded |
English · Chinese |
| OneTrans: Unified Feature Interaction and Sequence Modeling with One Transformer in Industrial Recommender |
Not recorded |
English · Chinese |
| OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment |
Not recorded |
English · Chinese |
| MixFormer: Co-Scaling Up Dense and Sequence in Industrial Recommenders |
Not recorded |
English · Chinese |
| Memento: Personalized RAG-Style Long-Retention Data Scaling for Online Ads Recommendation |
Not recorded |
English · Chinese |
| LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders |
Not recorded |
English · Chinese |
| LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation |
Not recorded |
English · Chinese |
| HyFormer: Revisiting the Roles of Sequence Modeling and Feature Interaction in CTR Prediction |
Not recorded |
English · Chinese |
| Divergence Meets Consensus: A Multi-Source Negative Sampling Framework for Sequential Recommendation |
Not recorded |
English · Chinese |
| Deep Interest Network for Click-Through Rate Prediction |
Not recorded |
English · Chinese |
| CMSL: Constructive Multi-Sequence Learning for Recommendation Systems |
Not recorded |
English · Chinese |
| Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations |
Not recorded |
English · Chinese |