Jinfa Huang
15 papers · 2020–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (21) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π¬
Deep Specialist
(10)
π§¬
Topic Evolution
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(72)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(10)
Deep Learning
(8)
Core Methods
(7)
Models
(4)
Computer Vision
(3)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Techniques
(2)
Natural Language Processing
(1)
Analysis
(1)
Keywords
text-video retrieval
(3)
positional embedding
(2)
vision-language model
(2)
contrastive learning
(2)
text-to-video generation
(2)
sentiment analysis
(1)
expectation maximization
(1)
ensemble learning
(1)
contextual reasoning
(1)
multimodal learning
(1)
image restoration
(1)
cross-modal learning
(1)
video understanding
(1)
efficient computing
(1)
task mapping
(1)
prompt engineering
(1)
visual representation learning
(1)
generative model
(1)
diffusion model
(1)
cross-modal representation
(1)
Papers
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension
AAAI 2026
CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning
ICLR 2025
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection
COLING 2025
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
CVPR 2025
MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval
AAAI 2025
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
ICLR 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration
EMNLP 2025
ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
NeurIPS 2024
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
ICLR 2024
LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
EMNLP 2024
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
ACL 2024
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment
IJCAI 2023
Video-Text As Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
CVPR 2023
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
NeurIPS 2022
Guoym at SemEval-2020 Task 8: Ensemble-based Classification of Visuo-Lingual Metaphor in Memes
SemEval 2020