Ling Yang's Projects
[AAAI 2024] Binding-Adaptive Diffusion Models for Structure-Based Drug Design
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"
[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation
The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer".
Diffusion model papers, survey, and taxonomy
This repository is the official implementation of DPGN: Distribution Propagation Graph Network for Few-shot Learning.
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
The official Implementation for TKDE paper "Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization"
[ICLR 2024] Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts
[ICML 2024] Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
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: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
[ICML 2024] Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs (PRG)
Official implementation for "Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training" https://arxiv.org/abs/2211.11138
VideoTetris: Towards Compositional Text-To-Video Generation
[ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs
My personal repository
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes