GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models | Paper Citation Record

Observation 17caadd4-2b68-47f0-8a42-6875466e75b7 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:05:59.795143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b9d290-ed2e-4198-b6da-f5b9819f4c62 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:05:59.873222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc086da-7d68-426d-952d-d0e658dd6866 · outbound

This paper cites Empirical Analysis of Predictive Algorithms for Collaborative Filtering.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Empirical Analysis of Predictive Algorithms for Collaborative Filtering

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:09.589150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d7e7c06-e2e8-480c-89b9-82e1fc4511b7 · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.082700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603d1d2d-69b3-47ea-9290-697247bca522 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.142454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7261eeef-c6f1-4333-a0d2-fda83c36c9b7 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.196479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a24f3f49-8b77-40d5-8199-ec306c89c881 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.311798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084f4239-4f22-4b2c-b380-ca79e855234d · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.373455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 158ac1d0-5472-4e85-b3b1-f9ebeb822078 · outbound

This paper cites End-to-End User Behavior Retrieval in Click-Through RatePrediction Model.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models End-to-End User Behavior Retrieval in Click-Through RatePrediction Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.493347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c35b12d9-e50d-46b6-8fdc-d4aef1dd6cb8 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.623783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2704fad7-c4c6-4742-a6ed-fccbf8d77064 · outbound

This paper cites On Softmax Direct Preference Optimization for Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models On Softmax Direct Preference Optimization for Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.797289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5960e692-dbdd-4024-ab82-019ebb3c8436 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.898217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9037fce0-afe2-4dc2-b1df-ea9ddf694be3 · outbound

This paper cites Recent Advances in Speech Language Models: A Survey.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Recent Advances in Speech Language Models: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:00.999223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 359fc8c7-5215-4e81-8307-0bb99670f29b · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.088120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0b672b-3c13-4cd0-9179-b52fc6f14b1c · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.215556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4b1033-0a76-41e9-8301-2de895003abb · outbound

This paper cites TALKPLAY: Multimodal Music Recommendation with Large Language Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models TALKPLAY: Multimodal Music Recommendation with Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.341503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c281ed-44d3-4351-8051-60dba57f74be · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.457563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b92c6d3-9db7-4338-a4a6-a0bede70161c · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.568450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3dea28a-d9bb-4806-af67-ea8b72120b42 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.693375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f8e4bb-efc9-42f8-8e2e-1e4fbf6b7741 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.777120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf757e1-2c7b-4635-b170-eeb1f1dcf13c · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:01.856881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72a67d91-bb09-4429-b11a-692f2a529c5e · outbound

This paper cites The Llama 3 Herd of Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models The Llama 3 Herd of Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:02.013752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcf12ae6-575a-4bae-bb6b-78453e6b9558 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:02.268931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99df43f8-8695-4a6c-9ee4-967a197bcace · outbound

This paper cites Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:09.375134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db7ec2e8-0b80-4eb3-b6cc-81b8063c6fdd · outbound

This paper cites OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:02.598267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21daee5a-1fc0-4dc1-abae-f21a24241a0e · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.138022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 821f3050-5a9c-48f0-855c-c44d256efcc1 · outbound

This paper cites MTGR: Industrial-Scale Generative Recommendation Framework in Meituan.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models MTGR: Industrial-Scale Generative Recommendation Framework in Meituan

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:02.983588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8394ec92-76d3-47d9-b41f-d774e6185a3f · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.120396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ce7ca3c-e1ef-481f-8699-9d458ecc7d71 · outbound

This paper cites Generating Long Semantic IDs in Parallel for Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Generating Long Semantic IDs in Parallel for Recommendation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:03.252642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 897deda9-bcbf-4ebf-8664-64796ceebdbe · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.104154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 589b7df2-d55c-49ee-89b8-6cc792c2e402 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.085727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb50418e-f5ea-4aa7-8b93-85317ce596b9 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.066360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ed50f25-afc4-4794-af18-58237bae72b3 · outbound

This paper cites Language Is Not All You Need: Aligning Perception with Language Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Language Is Not All You Need: Aligning Perception with Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:03.577727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6baf4bc9-dd45-4555-8008-cd38f7207308 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.047855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3360218f-bb60-44bf-abdd-241078655be1 · outbound

This paper cites Towards Large-scale Generative Ranking.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Towards Large-scale Generative Ranking

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:03.798087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6803e170-6844-432b-8850-f8b1dceb1134 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.031301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f327dfc2-9b3c-4e7b-9811-1f346ee5090c · outbound

This paper cites Large Language Model as Universal Retriever in Industrial-Scale Recommender System.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Large Language Model as Universal Retriever in Industrial-Scale Recommender System

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:03.980677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6148e826-f565-48fb-a942-9347b9ca343a · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.008739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f3d464-62a8-4a10-9f39-1c4ac14f688c · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:10.002383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1c1e61b8-4f51-42b8-ab23-89723fc2d61e · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 40

Resolution: verified exact; raw_fallback, observed 2026-08-06T19:06:09.233167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12d94714-0ffd-4ef3-8d7e-5b7a187eb16d · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.982096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e7161ff-ea80-4dc1-bb08-5614fae7bc18 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.270471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee7b32c5-e444-4e2b-86b4-3d57810fece9 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.950828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d12069c-77f9-492f-8cdf-d00f90c78b3b · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.933793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a521c66b-1bc1-4bc1-a39c-da517429ab95 · outbound

This paper cites SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.470092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ccc43f-1ea6-4601-bf7b-848598c86a29 · outbound

This paper cites A Survey of Generative Search and Recommendation in the Era of Large Language Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models A Survey of Generative Search and Recommendation in the Era of Large Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.530230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e2aa92-45bb-4f51-8e7e-24db413e3f70 · outbound

This paper cites RosePO: Aligning LLM-based Recommenders with Human Values.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models RosePO: Aligning LLM-based Recommenders with Human Values

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.573309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d2f919-1200-4479-802d-9a01bbd23414 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.919016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5e93f202-027c-43cd-bcd9-0b35aa0458c4 · outbound

This paper cites KuaiFormer: Transformer-Based Retrieval at Kuaishou.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models KuaiFormer: Transformer-Based Retrieval at Kuaishou

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.698498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2902df53-c728-4d7c-b152-c96fc3f40c1a · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Improved Baselines with Visual Instruction Tuning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.776074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129b39b4-9f6b-44cb-9bc2-b0dffec33a91 · outbound

This paper cites Visual Instruction Tuning.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Visual Instruction Tuning

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.843486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7facc4d-6663-419f-b836-2371564ef0e2 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.896327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 027cd3b0-8530-4edc-a525-6ebd3884587f · outbound

This paper cites QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.945554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d834573a-9e61-45bb-bf1d-2c3a7f0e29e9 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:04.997950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b766877-f108-49b2-bd15-69c010932617 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.904164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 337a1775-4a1a-4641-9b89-4f38997eb6b1 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Representation Learning with Contrastive Predictive Coding

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:05.143289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78d174d-53d4-4281-80d1-2ec03ec34dcf · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.887492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation df1da03f-c634-45f4-b618-7d0744a52177 · outbound

This paper cites EGA-V1: Unifying Online Advertising with End-to-End Learning.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models EGA-V1: Unifying Online Advertising with End-to-End Learning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:05.366819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee827d0-3795-4784-abcf-d0f7933e8d36 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.868828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 28ef4824-1b1a-4858-89d4-4116506e3cda · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:05.549506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebe366fd-025c-47cb-a813-40aaf017e155 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.840330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83254fce-99aa-48c8-8706-8f25d0de996e · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:05.769982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6265b542-7e58-49a8-b603-f81faaebd594 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.823014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 496a1b2a-5581-4d86-b04b-857db7e160b0 · outbound

This paper cites Language Representations Can be What Recommenders Need: Findings and Potentials.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Language Representations Can be What Recommenders Need: Findings and Potentials

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:05.949057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fdd7b28-aa23-4ab8-89f5-b6089b96b4cf · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.804896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9c3b4a1-1dd6-4c42-9716-5a82e495a894 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Gemini: A Family of Highly Capable Multimodal Models

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:06.116875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aa9d61d-8d4d-46ce-b337-d2e3c978902f · outbound

This paper cites Scaling Transformers for Discriminative Recommendation via Generative Pretraining.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Scaling Transformers for Discriminative Recommendation via Generative Pretraining

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:08.886129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66544238-b3ea-41f4-aabb-a8b85b85d177 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.788768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 711146b4-13be-4346-aa9d-dba7767a38e0 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:06.455815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba59142a-715a-4d47-b738-e2ac25338f6c · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.768253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a94c37b5-ddcb-46ad-b3f3-63ac00aae797 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.750642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9cdaa74e-21f3-4935-8478-e0115e235a2e · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.734591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9ccbd0f8-9c3f-416f-845c-ccfb116c5f09 · outbound

This paper cites HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:08.746586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d96fffc8-6501-4cfe-b406-cca73a9716cf · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:06.865144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f9f53b-2e43-4b68-a005-014d231ba6e5 · outbound

This paper cites Qwen3 Technical Report.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Qwen3 Technical Report

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:06.902628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eac8234f-e163-4fb6-973a-70287d790008 · outbound

This paper cites Unifying Generative and Dense Retrieval for Sequential Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unifying Generative and Dense Retrieval for Sequential Recommendation

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:06.952470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2895124-ad35-41c1-b9fb-49a766a0e030 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.718853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8832d3dd-e7b2-408d-aae2-c959017948dc · outbound

This paper cites Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.048637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd42a604-0589-42e2-8462-f7405943b46d · outbound

This paper cites TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.138854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2c35be-6340-48fd-9521-d74ea11c33eb · outbound

This paper cites Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.195134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4690e6-ad9d-467d-8f69-feeedb355bda · outbound

This paper cites SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs

Reference 81

Resolution: verified exact; local_arxiv, observed 2026-08-06T19:06:08.309250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6ce5c46-bcab-42bc-ba57-a45fa2134ba2 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.701721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7700206e-e211-4c16-837e-e7038e7ed012 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.681719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06190691-2308-4d69-96c7-6ab633392602 · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.429530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20e8082f-f833-4cbe-99e6-4dc2ff5da635 · outbound

This paper cites NoteLLM-2: Multimodal Large Representation Models for Recommendation.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models NoteLLM-2: Multimodal Large Representation Models for Recommendation

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.477933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb7177f7-649b-46d8-9b38-62853165a2f8 · outbound

This paper cites LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.534077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06a8086-316b-4b01-9ef8-af64b33c7399 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 87

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.663699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e27c8349-6b35-4807-bd9a-a76b9c26bbc3 · outbound

This paper cites How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.633159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c934bf-4069-461b-921c-be8b74c98c56 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.646328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 10c49788-d51f-4fab-b13d-fe9a23197667 · outbound

This paper cites an unresolved cited work.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:06:09.627649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8b69e80c-5825-4184-95b7-d5264142a2fb · outbound

This paper cites online" 'onlinestring :=.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models online" 'onlinestring :=

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.928287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a99182-4904-490e-998b-ae06a28833de · outbound

This paper cites write newline.

GR-LLMs: Recent Advances in Generative Recommendation Based on Large Language Models write newline

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:07.987028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers