Runtao Liu
16 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (40)
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Keyword Pioneer
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Century Club · Bronze
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Prolific Year · Productive
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Keyword Collector
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Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(7)
Artificial Intelligence
(6)
Computer Vision
(6)
Core AI
(6)
Models
(6)
Learning Types · Deep Learning
(5)
Generation
(4)
Learning Types · Machine Learning
(4)
Computer Science
(3)
Applications
(3)
Natural Language Processing
(2)
Optimization & Theory
(2)
Processing
(2)
Resources & Methods
(2)
Keywords
multimodal large language model
(3)
image generation
(2)
visual reasoning
(2)
large language model
(2)
diffusion model
(2)
direct preference optimization
(2)
model alignment
(2)
symbolic reasoning
(1)
transfer learning
(1)
zero-shot learning
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
preference alignment
(1)
in-context learning
(1)
image translation
(1)
motion estimation
(1)
referring expression
(1)
point cloud generation
(1)
video understanding
(1)
code generation
(1)
Papers
AvatarPointillist: AutoRegressive 4D Gaussian Avatarization
CVPR 2026
LongVideoAgent: Multi-Agent Reasoning with Long Videos
ACL 2026
RenderFlow: Single-Step Neural Rendering via Flow Matching
CVPR 2026
Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding
AAAI 2026
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
ICCV 2025
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language
ACL 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
ICML 2025
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models
EMNLP 2025
UTMath: A Benchmark for Math Evaluation with Unit Test
EMNLP 2025
VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
CVPR 2025
Latent Guard: a Safety Framework for Text-to-image Generation
ECCV 2024
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization
ECCV 2024
SketchInverter: Multi-Class Sketch-Based Image Generation via GAN Inversion
WACV 2023
The Emergence of Objectness: Learning Zero-shot Segmentation from Videos
NeurIPS 2021
Unsupervised Sketch to Photo Synthesis
ECCV 2020
CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions
CVPR 2019