Xiang Fu
11 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29)
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Research topics
Keywords
diffusion model
(2)
visual perception
(1)
contour detection
(1)
reinforcement learning from human feedback
(1)
model-based reinforcement learning
(1)
boundary detection
(1)
in-context learning
(1)
gradient updates
(1)
autoencoders
(1)
active sensing
(1)
adversarial learning
(1)
variational autoencoder
(1)
molecular dynamics
(1)
denoising diffusion
(1)
supervised fine-tuning
(1)
equivariant graph neural network
(1)
latent diffusion
(1)
molecular simulation
(1)
material generation
(1)
image segmentation
(1)
Papers
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching
ICML 2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
ICML 2025
BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors
ACL 2025
Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
ICML 2025
A Recipe for Charge Density Prediction
NeurIPS 2024
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
ICLR 2024
Learning to See Physical Properties with Active Sensing Motor Policies
CoRL 2023
Crystal Diffusion Variational Autoencoder for Periodic Material Generation
ICLR 2022
Learning Task Informed Abstractions
ICML 2021
Learning to Jump from Pixels
CoRL 2021
Robust Image Segmentation Using Contour-Guided Color Palettes
ICCV 2015