Xinyu Lin

GeneRec. Generative Recommendation: Towards Next-generation Recommender Paradigm

DEALRec. Data-efficient Fine-tuning for LLM-based Recommendation (SIGIR'24)

SETRec. Order-agnostic Identifier for Large Language Model-based Generative Recommendation (SIGIR'25)

TransRec. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation (KDD'24)

COR. Causal Representation Learning for Out-of-Distribution Recommendation (WWW'22)

AtSpeed. Efficient Inference for Large Language Model-based Generative Recommendation (ICLR'25)

CDR. Causal Disentangled Recommendation Against Preference Shifts (TOIS), 2023

TDRO. Temporally and Distributionally Robust Optimization for Cold-start Recommendation (AAAI'24)

Awesome-Agentic-RecSys-Paper-List.

CARE. Implementation of "Bringing Reasoning to LLM-based Generative Recommendation Through the Lens of Cascaded Ranking" (WWW'26)

EQUAL. Implementation of paper: Equivariant Learning for Out-of-Distribution Cold-start Recommendation. (backbone model CLCRec) (MM'23)

LLM4Rec-Papers. This is the collection of related works in our LLM4Rec tutorial.

RMS-Agent. Python

IFL. Mitigating Spurious Correlations for Self-supervised Recommendation

Verifiable-Rec. Implementations of "Verifiable Reasoning for LLM-based Generative Recommendation"