Jiayi Ji
40 papers · 2019–2026 · 8 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
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πΊοΈ Taxonomy Completionist (54) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(16)
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Grand Slam
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Dynamic Duo
(27)
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Topic Evolution
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Century Club Β· Bronze
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Keyword Collector
(191)
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Prolific Year Β· Prolific
Top co-authors
Research topics
Computer Vision
(29)
Artificial Intelligence
(23)
Deep Learning
(23)
Core AI
(23)
Analysis
(18)
Machine Learning
(11)
Architectures
(10)
Processing
(9)
Learning Types Β· Deep Learning
(8)
Generation
(7)
Models
(7)
Learning Types Β· Machine Learning
(5)
Natural Language Processing
(4)
Application Areas
(3)
Applications
(3)
Keywords
multimodal learning
(6)
multimodal large language model
(6)
semantic segmentation
(5)
image captioning
(4)
referring expression
(4)
attention mechanism
(4)
neural network
(3)
3d referring expression segmentation
(3)
visual grounding
(3)
image segmentation
(3)
visual language
(2)
image restoration
(2)
wavelet transform
(2)
multimodal reasoning
(2)
transformer architecture
(2)
remote sensing
(2)
object detection
(2)
3d vision
(2)
contrastive learning
(2)
vision-language model
(2)
Papers
3D-DRES: Detailed 3D Referring Expression Segmentation
AAAI 2026
CrackSSM: Reviving SSMs for Crack Segmentation via Dynamic Scanning
CVPR 2026
FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection
AAAI 2026
MICON-Bench: Benchmarking and Enhancing Multi-Image Context Image Generation in Unified Multimodal Models
CVPR 2026
MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation
CVPR 2026
PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation
CVPR 2026
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension
AAAI 2026
Wavelet-based Frame Selection by Detecting Semantic Boundary for Long Video Understanding
CVPR 2026
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach
AAAI 2026
Ξ³-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
ICLR 2025
ACL: Activating Capability of Linear Attention for Image Restoration
CVPR 2025
AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models
ICCV 2025
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension
CVPR 2025
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation
ICCV 2025
IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation
AAAI 2025
Multi-Modal Object Re-identification via Sparse Mixture-of-Experts
ICML 2025
Towards General Visual-Linguistic Face Forgery Detection
CVPR 2025
Towards Semantic Equivalence of Tokenization in Multimodal LLM
ICLR 2025
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation
AAAI 2024
APL: Anchor-based Prompt Learning for One-stage Weakly Supervised Referring Expression Comprehension
ECCV 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
NeurIPS 2024
Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models
ICML 2024
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model
ECCV 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
NeurIPS 2024
Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation
AAAI 2024
MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization
COLING 2024
Multi-branch Collaborative Learning Network for 3D Visual Grounding
ECCV 2024
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
NeurIPS 2024
Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation
CVPR 2024
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation
ICML 2024
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
NeurIPS 2024
Toward Open-Set Human Object Interaction Detection
AAAI 2024
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation
ICML 2024
X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks
AAAI 2024
Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network
AAAI 2023
X-Mesh: Towards Fast and Accurate Text-driven 3D Stylization via Dynamic Textual Guidance
ICCV 2023
Dual-level Collaborative Transformer for Image Captioning
AAAI 2021
Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network
AAAI 2021
RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words
CVPR 2021
Variational Structured Semantic Inference for Diverse Image Captioning
NeurIPS 2019