Leheng Sheng (盛乐恒)'s repositories

Agent4Rec

[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"

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LLM4Rec-Classified-Papers

The latest paper list of large language model (LLM) for recommendation

AdvInfoNCE

[NeurIPS 2023] The implementation of paper "Empowering Collaborative Filtering Generalization via Principled Adversarial Contrastive Loss"

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CF_Rec

A framework for collaborative filtering

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Transcmt

Translate all the Chinese comments into English

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alpaca-lora

Instruct-tune LLaMA on consumer hardware

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generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

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LehengTHU.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

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NExT-GPT

Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model

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ProdSearch

personalized product search with product reviews

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pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

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SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

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thuthesis

LaTeX Thesis Template for Tsinghua University

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trainable-agents

Code and datasets for "Character-LLM: A Trainable Agent for Role-Playing"

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