Runhui Huang
12 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad 🏆 Grand Slam
🏆
Keyword Champion
(2)
👥
Mega-Team · Squad
🗃️
Keyword Collector
(60)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Learning Types · Machine Learning
(7)
Core AI · Artificial Intelligence
(6)
Models
(6)
Learning Types · Deep Learning
(4)
Application Areas
(3)
Computer Vision
(2)
Architectures
(2)
Learning Paradigms
(2)
Techniques
(2)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Keywords
zero-shot classification
(5)
contrastive learning
(4)
multimodal learning
(3)
vision-language model
(3)
image generation
(2)
zero-shot image classification
(2)
cross-modal learning
(2)
vision-language pre-training
(2)
cross-modal alignment
(2)
multimodal large language model
(2)
image-text retrieval
(2)
cross-modal pretraining
(2)
diffusion model
(1)
semantic consistency
(1)
semantic alignment
(1)
image captioning
(1)
3d occupancy prediction
(1)
speech processing
(1)
pre-trained model
(1)
autonomous driving
(1)
Papers
DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning
CVPR 2026
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
CVPR 2025
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data
NAACL 2025
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding
ICML 2025
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
CVPR 2025
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
ICCV 2025
LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model
ECCV 2024
DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability
ICCV 2023
GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training
ICCV 2023
NLIP: Noise-Robust Language-Image Pre-training
AAAI 2023
FILIP: Fine-grained Interactive Language-Image Pre-Training
ICLR 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark
NeurIPS 2022