Ziqi Huang
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23)
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Research topics
Deep Learning
(8)
Computer Vision
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Models
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Artificial Intelligence
(4)
Machine Learning
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Core AI · Artificial Intelligence
(4)
Generation
(4)
Architectures
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
diffusion model
(5)
video generation
(4)
image generation
(3)
evaluation benchmark
(2)
multimodal generation
(2)
generative model
(2)
human preference
(2)
conditional generation
(1)
autonomous driving
(1)
human perception
(1)
u-net architecture
(1)
denoising process
(1)
dynamic graph
(1)
latent space
(1)
evaluation framework
(1)
embodied agent
(1)
visual reasoning
(1)
world model
(1)
generative adversarial network
(1)
image editing
(1)
Papers
MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling
EACL 2026
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
ACL 2026
UniT: Unified Multimodal Chain-of-Thought Test-time Scaling
CVPR 2026
WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World
CVPR 2026
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training
IJCAI 2025
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models
ACL 2025
FreeInit: Bridging Initialization Gap in Video Diffusion Models
ECCV 2024
FreeU: Free Lunch in Diffusion U-Net
CVPR 2024
VBench: Comprehensive Benchmark Suite for Video Generative Models
CVPR 2024
Collaborative Diffusion for Multi-Modal Face Generation and Editing
CVPR 2023
Talk-To-Edit: Fine-Grained Facial Editing via Dialog
ICCV 2021