Codes & Data
A paper without accessible codes and data is a pure paper; Otherwise, it is beyond a paper, maybe a work of art. Our team has released 170 open-source repositories, and all related code and data are available at https://github.com/iLearn-Lab.
| Year | Published at | Title | Paper | Codes and Data |
|---|---|---|---|---|
| 2017 | WWW | Neural Collaborative Filtering |  | |
| 2026 | - | A Survey on Diffusion Policy for Robotic Manipulation |  | |
| 2019 | ACM MM | MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video |  | |
| 2025 | ACM TOIS | A Comprehensive Survey on Composed Image Retrieval |  | |
| 2017 | CVPR | SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning |  | |
| 2025 | NeurIPS | CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification |  | |
| 2024 | NeurIPS | Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks |  | |
| 2025 | ACL | AdaReTaKe: Adaptive Redundancy Reduction for Long-Context Video-Language Understanding |  | |
| 2026 | TPAMI | A Survey on Video Temporal Grounding with Multimodal Large Language Model |  | |
| 2018 | WWW | TEM: Tree-enhanced Embedding Model for Explainable Recommendation |  | |
| 2021 | ACM MM | Contrastive Learning for Cold-Start Recommendation |  | |
| 2025 | ACM MM | UAV-ON: A Benchmark for Open-World Object Goal Navigation with Aerial Agents |  | |
| 2021 | SIGIR | Dynamic Modality Interaction Modeling for Image-Text Retrieval |  | |
| 2025 | ACL | GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent |  | |
| 2024 | ACM MM | Diffusion Facial Forgery Detection |  |
