Changxi Zheng
15 papers · 2018–2025 · 8 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· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30)
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Century Club Β· Bronze
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Renaissance Researcher
(6)
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Research topics
Deep Learning
(9)
Models
(8)
Computer Vision
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Generation
(4)
Analysis
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization
(2)
Keywords
diffusion model
(2)
adversarial defense
(2)
generative adversarial network
(2)
generative model
(2)
adversarial example
(2)
image generation
(1)
few-shot learning
(1)
sequence modeling
(1)
video generation
(1)
feature extraction
(1)
3d shape generation
(1)
self-supervised learning
(1)
3d vision
(1)
image editing
(1)
semantic segmentation
(1)
material synthesis
(1)
procedural generation
(1)
game theory
(1)
deep learning
(1)
gaussian splatting
(1)
Papers
CAT4D: Create Anything in 4D with Multi-View Video Diffusion Models
CVPR 2025
VLMaterial: Procedural Material Generation with Large Vision-Language Models
ICLR 2025
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis
ECCV 2024
Physics-Based Interaction with 3D Objects via Video Generation
ECCV 2024
Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming
NSDI 2024
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape
ICLR 2024
Implicit Neural Spatial Representations for Time-dependent PDEs
ICML 2023
Personalized Dereverberation of Speech
Interspeech 2023
DeepCAD: A Deep Generative Network for Computer-Aided Design Models
ICCV 2021
Linear Semantics in Generative Adversarial Networks
CVPR 2021
Enhancing Adversarial Defense by k-Winners-Take-All
ICLR 2020
Listening to Sounds of Silence for Speech Denoising
NeurIPS 2020
One Man's Trash Is Another Man's Treasure: Resisting Adversarial Examples by Adversarial Examples
CVPR 2020
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach
NeurIPS 2019
BourGAN: Generative Networks with Metric Embeddings
NeurIPS 2018