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Learnable Item Tokenization for Generative Recommendation
v1v2v3 (latest)

Learnable Item Tokenization for Generative Recommendation

International Conference on Information and Knowledge Management (CIKM), 2024
12 May 2024
Wenjie Wang
Honghui Bao
Xinyu Lin
J. Zhang
Yongqi Li
Fuli Feng
See-Kiong Ng
Tat-Seng Chua
ArXiv (abs)PDFHTMLGithub (95★)

Papers citing "Learnable Item Tokenization for Generative Recommendation"

50 / 63 papers shown
CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation
Tianxin Wei
Xuying Ning
Xuxing Chen
Ruizhong Qiu
Yupeng Hou
Yan Xie
Shuang Yang
Zhigang Hua
Jingrui He
AI4TS
72
0
0
27 Nov 2025
NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative Recommendations
NEZHA: A Zero-sacrifice and Hyperspeed Decoding Architecture for Generative Recommendations
Y. Wang
Shengyu Zhou
Jinyu Lu
Ziwei Liu
Langming Liu
...
Feng Li
Wenbo Su
Pengjie Wang
Jian Xu
Xiangyu Zhao
172
0
0
24 Nov 2025
Token-Controlled Re-ranking for Sequential Recommendation via LLMs
Token-Controlled Re-ranking for Sequential Recommendation via LLMs
Wenxi Dai
Wujiang Xu
Pinhuan Wang
Dimitris N. Metaxas
89
1
0
22 Nov 2025
Multi-Aspect Cross-modal Quantization for Generative Recommendation
Multi-Aspect Cross-modal Quantization for Generative Recommendation
Fuwei Zhang
Xiaoyu Liu
Dongbo Xi
Jishen Yin
Huan Chen
Peng Yan
Fuzhen Zhuang
Zhao Zhang
MQ
386
0
0
19 Nov 2025
Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
Yu Hou
Won-Yong Shin
74
0
0
17 Nov 2025
MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation
MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation
Mengyao Gao
Chongming Gao
Haoyan Liu
Qingpeng Cai
Peng Jiang
Jiajia Chen
Shuai Yuan
Xiangnan He
DiffMLRM
221
0
0
16 Nov 2025
Semantics Meet Signals: Dual Codebook Representationl Learning for Generative Recommendation
Semantics Meet Signals: Dual Codebook Representationl Learning for Generative Recommendation
Zheng Hui
Xiaokai Wei
Reza Shirkavand
Chen Wang
Weizhi Zhang
Alejandro Peláez
Michelle Gong
143
1
0
15 Nov 2025
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation
Teng Shi
Chenglei Shen
Weijie Yu
Shen Nie
Chongxuan Li
Xiao Zhang
Ming He
Yan Han
Jun Xu
DiffM
123
0
0
09 Nov 2025
CAT-ID$^2$: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce
CAT-ID2^22: Category-Tree Integrated Document Identifier Learning for Generative Retrieval In E-commerce
Xiaoyu Liu
Fuwei Zhang
Yiqing Wu
Xinyu Jia
Zenghua Xia
Fuzhen Zhuang
Zhao Zhang
Fei Jiang
Wei Lin
VLM
247
1
0
03 Nov 2025
A Survey on Generative Recommendation: Data, Model, and Tasks
A Survey on Generative Recommendation: Data, Model, and Tasks
Min Hou
Le Wu
Yuxin Liao
Yonghui Yang
Zhen Zhang
Changlong Zheng
Han Wu
Richang Hong
DiffMLRM
162
1
0
31 Oct 2025
MMQ-v2: Align, Denoise, and Amplify: Adaptive Behavior Mining for Semantic IDs Learning in Recommendation
MMQ-v2: Align, Denoise, and Amplify: Adaptive Behavior Mining for Semantic IDs Learning in Recommendation
Y. Xu
Moyu Zhang
Chaofan Fan
J. Hu
Xiaochen Li
Yu Zhang
Xiaoyi Zeng
Jing-Xuan Zhang
VLM
348
1
0
29 Oct 2025
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
Hyunsik Yoo
Ting-Wei Li
SeongKu Kang
Zhining Liu
Charlie Xu
Qilin Qi
Hanghang Tong
CLL
292
1
0
29 Oct 2025
Pctx: Tokenizing Personalized Context for Generative Recommendation
Pctx: Tokenizing Personalized Context for Generative Recommendation
Qiyong Zhong
Jiajie Su
Yunshan Ma
Julian McAuley
Yupeng Hou
127
0
0
24 Oct 2025
Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
Yimeng Bai
Chang Liu
Y. Zhang
D. Wang
Frank Yang
Andrew Rabinovich
Wenge Rong
Fuli Feng
128
0
0
24 Oct 2025
The Layout Is the Model: On Action-Item Coupling in Generative Recommendation
The Layout Is the Model: On Action-Item Coupling in Generative Recommendation
Xiaokai Wei
Jiajun Wu
Daiyao Yi
Reza Shirkavand
Michelle Gong
142
1
0
19 Oct 2025
Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
Zhiding Liu
Ben Chen
Mingyue Cheng
Enchong Chen
Li Li
Chenyi Lei
Wenwu Ou
Han Li
Kun Gai
LRM
167
1
0
19 Oct 2025
Cognitive-Aligned Spatio-Temporal Large Language Models For Next Point-of-Interest Prediction
Cognitive-Aligned Spatio-Temporal Large Language Models For Next Point-of-Interest Prediction
Penglong Zhai
Jie Li
Fanyi Di
Yue Liu
Yifang Yuan
...
S. Wang
Mingyang Yin
Tingting Hu
Yao Xu
Xin Li
152
0
0
16 Oct 2025
Reinforced Preference Optimization for Recommendation
Reinforced Preference Optimization for Recommendation
Junfei Tan
Yuxin Chen
An Zhang
Junguang Jiang
Yinan Han
Ziru Xu
Han Zhu
Jian Xu
Bo Zheng
Xiang-Bin Wang
OffRL
189
1
0
14 Oct 2025
OneRec-Think: In-Text Reasoning for Generative Recommendation
OneRec-Think: In-Text Reasoning for Generative RecommendationInternational Conference on Learning Representations (ICLR), 2024
Zhanyu Liu
Shiyao Wang
Xingmei Wang
Rongzhou Zhang
J. Deng
...
H. Wang
Yi Su
Ruiming Tang
Kun Gai
G. Zhou
LLMAGReLMOffRLLRM
363
9
0
13 Oct 2025
Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble
Improving Anomaly Detection in Industrial Time Series: The Role of Segmentation and Heterogeneous Ensemble
Emilio Mastriani
Alessandro Costa
Federico Incardona
Kevin Munari
Sebastiano Spinello
AI4TS
111
0
0
10 Oct 2025
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation
Kaiwen Wei
Kejun He
Xiaomian Kang
Jie Zhang
Yuming Yang
Jiang Zhong
He Bai
Junnan Zhu
91
0
0
28 Sep 2025
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets
Kairui Fu
Tao Zhang
Shuwen Xiao
Ziyang Wang
X. Zhang
...
Xiangheng Kong
Shengyu Zhang
Kun Kuang
Yuning Jiang
Bo Zheng
207
1
0
25 Sep 2025
Enhancing Time Awareness in Generative Recommendation
Enhancing Time Awareness in Generative RecommendationConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Sunkyung Lee
Seongmin Park
Jonghyo Kim
Mincheol Yoon
Jongwuk Lee
169
0
0
17 Sep 2025
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs
Yuhao Wang
Junwei Pan
Xinhang Li
Xinjian Zhao
Y Samuel Wang
Yue Liu
Dapeng Liu
Jie Jiang
Xiangyu Zhao
162
2
0
02 Sep 2025
DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors
DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors
Zhuoxing Wei
Qingchen Xie
Qi Liu
81
0
0
29 Aug 2025
MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation
MMQ: Multimodal Mixture-of-Quantization Tokenization for Semantic ID Generation and User Behavioral Adaptation
Y. Xu
Moyu Zhang
Chenxuan Li
Zhihao Liao
Haibo Xing
Hao Deng
Jinxin Hu
Yu-Xin Zhang
Xiaoyi Zeng
Jing-Xuan Zhang
126
2
0
21 Aug 2025
OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service
OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service
Zhipeng Wei
Kuo Cai
Junda She
Jie Chen
Minghao Chen
...
Qiang Luo
Wencong Zeng
Ruiming Tang
Kun Gai
Guorui Zhou
OffRL
109
5
0
20 Aug 2025
DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion
DGenCTR: Towards a Universal Generative Paradigm for Click-Through Rate Prediction via Discrete Diffusion
Moyu Zhang
Yun Chen
Yujun Jin
Jinxin Hu
Yu Zhang
DiffM
177
2
0
20 Aug 2025
DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System
DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender SystemInternational Conference on Information and Knowledge Management (CIKM), 2025
Wencai Ye
Mingjie Sun
Shaoyun Shi
Peng Wang
Wenjin Wu
Peng Jiang
184
2
0
14 Aug 2025
Closing the Performance Gap in Generative Recommenders with Collaborative Tokenization and Efficient Modeling
Closing the Performance Gap in Generative Recommenders with Collaborative Tokenization and Efficient Modeling
Simon Lepage
Jérémie Mary
David Picard
127
1
0
12 Aug 2025
HiD-VAE: Interpretable Generative Recommendation via Hierarchical and Disentangled Semantic IDs
HiD-VAE: Interpretable Generative Recommendation via Hierarchical and Disentangled Semantic IDs
Dengzhao Fang
Jingtong Gao
Chengcheng Zhu
Yu Li
Xiangyu Zhao
Yi Chang
146
2
0
06 Aug 2025
SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation
SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation
Yining Yao
Ziwei Li
Shuwen Xiao
Boya Du
J. Zhu
Junjun Zheng
Xiangheng Kong
Yuning Jiang
LLMSV
188
0
0
02 Aug 2025
Generative Recommendation with Semantic IDs: A Practitioner's Handbook
Generative Recommendation with Semantic IDs: A Practitioner's Handbook
Clark Mingxuan Ju
Liam Collins
Leonardo Neves
Bhuvesh Kumar
Louis Yufeng Wang
Tong Zhao
Neil Shah
VLM
123
3
0
29 Jul 2025
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
Jindong Li
Yali Fu
Jiahong Liu
Linxiao Cao
Wei Ji
Menglin Yang
Irwin King
Ming-Hsuan Yang
OffRL
157
3
0
21 Jul 2025
Generative Multi-Target Cross-Domain Recommendation
Generative Multi-Target Cross-Domain Recommendation
Jinqiu Jin
Yang Zhang
Fuli Feng
Xiangnan He
LRM
220
0
0
17 Jul 2025
Heterogeneous User Modeling for LLM-based Recommendation
Heterogeneous User Modeling for LLM-based Recommendation
Honghui Bao
Wenjie Wang
Xinyu Lin
Fengbin Zhu
Teng Sun
Fuli Feng
Tat-Seng Chua
188
0
0
07 Jul 2025
Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning
Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning
Y. Liu
Zhengyi Yang
Jiancan Wu
Xiang Wang
OffRLAI4TS
179
0
0
03 Jul 2025
A Simple Contrastive Framework Of Item Tokenization For Generative Recommendation
A Simple Contrastive Framework Of Item Tokenization For Generative Recommendation
Penglong Zhai
Yifang Yuan
Fanyi Di
Jie Li
Y. Liu
Chen Li
Jie Huang
S. Wang
Yao Xu
X. Li
209
1
0
20 Jun 2025
GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks
GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks
Y. X. R. Wang
Shengyu Zhou
Jinyu Lu
Qidong Liu
Xinhang Li
...
Feng Li
Pengjie Wang
Jian Xu
Bo Zheng
Xiangyu Zhao
204
1
0
19 Jun 2025
DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation
DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation
Chang Liu
Yimeng Bai
Xiaoyan Zhao
Yang Zhang
Fuli Feng
Wenge Rong
274
4
0
18 Jun 2025
Generating Long Semantic IDs in Parallel for Recommendation
Generating Long Semantic IDs in Parallel for RecommendationKnowledge Discovery and Data Mining (KDD), 2025
Yupeng Hou
Jiacheng Li
Ashley Shin
Jinsung Jeon
Abhishek Santhanam
Wei Shao
Kaveh Hassani
Ning Yao
Julian McAuley
3DVVLM
273
16
0
06 Jun 2025
RecGPT: A Foundation Model for Sequential Recommendation
RecGPT: A Foundation Model for Sequential Recommendation
Yangqin Jiang
Xubin Ren
Lianghao Xia
Da Luo
Kangyi Lin
Chao Huang
LRM
352
0
0
06 Jun 2025
Generative Next POI Recommendation with Semantic ID
Generative Next POI Recommendation with Semantic ID
D. Wang
Yuxi Huang
Shen Gao
Yifan Wang
Chengrui Huang
Shuo Shang
276
7
0
02 Jun 2025
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late FusionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Sunkyung Lee
Minjin Choi
Eunseong Choi
Hye-young Kim
Jongwuk Lee
VLM
172
2
0
02 Jun 2025
Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders
Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders
Wei-Hsiang Huang
Chen-Wei Ke
Wei-Ning Chiu
Yu-Xuan Su
Chun-Chun Yang
Chieh-Yuan Cheng
Yun-Nung Chen
Pu-Jen Cheng
231
2
0
29 May 2025
R$^2$ec: Towards Large Recommender Models with Reasoning
R2^22ec: Towards Large Recommender Models with Reasoning
Runyang You
Chak Tou Leong
Xinyu Lin
Xin Zhang
Wenjie Wang
Wenjie Li
Liqiang Nie
LRM
391
4
0
22 May 2025
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation
Bowen Zheng
Xiaolei Wang
Enze Liu
Xi Wang
Lu Hongyu
Yu Chen
Wayne Xin Zhao
Ji-Rong Wen
364
2
0
22 May 2025
Towards Large-scale Generative Ranking
Towards Large-scale Generative Ranking
Yanhua Huang
Yuxiao Chen
Xiong Cao
Rui Yang
Mingliang Qi
...
L. Chen
Weihang Chen
Min Zhu
Ruiwen Xu
Lei Zhang
249
7
0
07 May 2025
Slow Thinking for Sequential Recommendation
Slow Thinking for Sequential Recommendation
Junjie Zhang
Beichen Zhang
Wenqi Sun
Hongyu Lu
Wayne Xin Zhao
Yu Chen
Ji-Rong Wen
OffRLLRM
325
3
0
13 Apr 2025
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation
Kaiyuan Li
Rui Xiang
Yong Bai
Yongxiang Tang
Yanhua Cheng
Xialong Liu
Peng Jiang
Kun Gai
166
8
0
09 Apr 2025
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