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Easy Data Preparation with latest LLMs-based Operators and Pipelines.
Turn paper/text/topic into editable research figures, technical route diagrams, and presentation slides.
A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack–Defense Evaluation
Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation, CIKM 2025
[Pytorch] Unofficial Implementation of "Recommender Systems with Generative Retrieval"
Learnable Item Tokenization for Generative Recommendation (Most Cited Paper at CIKM'24)
Pytorch implementation of NeurIPS'25 paper: Improving Time Series Forecasting via Instance-aware Post-hoc Revision
Benchmark for Multi-Scenario-Recommendation.
The official implementation for [NeurIPS2025 Oral] Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"
[NeurIPS25 Spotlight] Official Implementation for CBSA (Contract-and-Broadcast Self-Attention)
[Pytorch] The repo contains the code for "FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets"
[ICLR 2025] Official PyTorch Implementation of Gated Delta Networks: Improving Mamba2 with Delta Rule
This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recommendation".
ZO2 (Zeroth-Order Offloading): Full Parameter Fine-Tuning 175B LLMs with 18GB GPU Memory [COLM2025]
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
Complex Wavelet Mutual Information Loss: A Multi-Scale loss function for Semantic Segmentation
Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)