STORE: Streamlining Semantic Tokenization and Generative Recommendation within a Single LLM
Qijiong LIU, Jieming ZHU#, Lu FAN, Zhou ZHAO, Xiao-Ming WU
[Code] [Paper]
STORE: Streamlining Semantic Tokenization and Generative Recommendation within a Single LLM
Qijiong LIU, Jieming ZHU#, Lu FAN, Zhou ZHAO, Xiao-Ming WU
[Code] [Paper]
CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation
Aug. 1st, 2024: Got accepted by RecSys ‘24.
Jieming ZHU*, Mengqun JIN*, Qijiong LIU, Zexuan QIU, Zhenhua DONG, and Xiu LI#
*Equal contribution (co-first authors)
[Code] [Paper]
Active Users are Good Teachers: Behavior Sequence Infilling for Generative Recommendation
June 29th, 2024: Got accepted by GenAIRecP ‘24, held in conjunction with KDD ‘24.
Qijiong LIU, Xiaoyu Dong, Quanyu DAI, Jieming ZHU, Zhenhua DONG, Xiao-Ming WU#
[Code] [Paper]
Structure-aware Semantic Node Identifiers for Learning on Graphs
Aug. 25th, 2024: Got introduced on the Workshop on Generative AI for Recommender Systems and Personalization!
Yuankai LUO, Qijiong LIU, Lei SHI#, and Xiao-Ming WU#
[Code] [Paper]
Milestone: Citation reaches 100
I am very excited to announce that my paper citation reaches 100!
In this month, I will submit my thesis paper. Such news is a great encouragement for me.
Vector Quantization for Recommender Systems: A Review and Outlook
Qijiong LIU*, Xiaoyu DONG*, Jiaren XIAO, Nuo CHEN, Hengchang HU, Jieming ZHU, Chenxu ZHU, Tetsuya SAKAI, and Xiao-Ming WU#
*Equal contribution (co-first authors).
[Paper]
Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
May 28th, 2024: Got accepted by KDD ‘24, along with our tutorial Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Tutorial.
Qijiong LIU*, Jieming ZHU*#, Yanting YANG, Quanyu DAI, Zhaocheng DU, Xiao-Ming WU, Zhou ZHAO, Rui ZHANG, Zhenhua DONG
*Equal contribution. Correspondence to: Jieming Zhu.
[Paper]
Discrete Semantic Tokenization for Deep CTR Prediction
Mar. 6th, 2024: Got accepted by TheWebConf ‘24.
Qijiong LIU, Hengchang HU, Jiahao WU, Jieming ZHU, Min-Yen KAN#, Xiao-Ming WU#
[Code] [Paper]
Lightweight Modality Adaptation to Sequential Recommendation via Correlation Supervision
Dec. 15th, 2023: Got accepted by ECIR ‘24. Congrats to Hengchang!
Hengchang HU, Qijiong LIU, Chuang LI, Min-Yen KAN#
[Code] [Paper]
Jiahao WU*, Qijiong LIU*, Hengchang HU, Wenqi FAN, Shengcai LIU, Qing LI#, Xiao-Ming WU#, and Ke TANG#
*Equal contribution (co-first authors)
[Code] [Paper]