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Ling Yang's Projects

binddm icon binddm

[AAAI 2024] Binding-Adaptive Diffusion Models for Structure-Based Drug Design

contextdiff icon contextdiff

[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation

cross-reconstruction-transformer icon cross-reconstruction-transformer

The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer".

dpgn icon dpgn

This repository is the official implementation of DPGN: Distribution Propagation Graph Network for Few-shot Learning.

editworld icon editworld

EditWorld: Simulating World Dynamics for Instruction-Following Image Editing

graphood icon graphood

The official Implementation for TKDE paper "Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization"

ipdiff icon ipdiff

[ICLR 2024] Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models

ipdreamer icon ipdreamer

IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts

irdiff icon irdiff

[ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation

rag-survey icon rag-survey

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

realcompo icon realcompo

RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models

rpg-diffusionmaster icon rpg-diffusionmaster

[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)

sgdiff icon sgdiff

Official implementation for "Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training" https://arxiv.org/abs/2211.11138

videotetris icon videotetris

VideoTetris: Towards Compositional Text-To-Video Generation

vqgraph icon vqgraph

[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs

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