user683 / HNLMRecLinks
The official implementation of Can LLM-Driven Hard Negative Sampling Empower Collaborative Filtering? Findings and Potentials.
☆11Updated 10 months ago
Alternatives and similar repositories for HNLMRec
Users that are interested in HNLMRec are comparing it to the libraries listed below
Sorting:
- ☆41Updated 2 years ago
- The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model☆42Updated 2 months ago
- Adaptive Hardness Negative Sampling for Collaborative Filtering, AAAI2024☆12Updated 2 years ago
- ☆159Updated last year
- Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)☆39Updated 11 months ago
- Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)☆121Updated last year
- 🔥🔥🔥 KDD2024 Best Student Paper☆66Updated 11 months ago
- ☆70Updated last year
- [ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"☆55Updated last year
- [AAAI'25 Oral] The official implementation code of LLMEmb☆50Updated 10 months ago
- The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".☆143Updated 4 months ago
- Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.☆127Updated last year
- Diffusion Models, Recommender Systems, Recommendation, Diff4Rec☆78Updated 11 months ago
- [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"☆61Updated 2 years ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆35Updated last year
- [NeurIPS'24] The official implementation code of LLM-ESR.☆36Updated last year
- ☆275Updated last year
- [Under Review] Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation☆56Updated 3 weeks ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆62Updated last year
- Official source code for RepPad (RecSys 2024) and RepPad-ENS☆14Updated 5 months ago
- 🎓Automatically Update Recommendation Papers Daily using Github Actions (Update Every 12th hours)☆100Updated this week
- ☆15Updated 10 months ago
- Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23☆61Updated 2 years ago
- [KDD'25] Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends☆111Updated 10 months ago
- [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.☆46Updated last year
- [SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".☆28Updated 2 years ago
- Code for paper "Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models"☆103Updated last year
- ☆25Updated last year
- Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System☆101Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Updated last year