Jiayi Lin
11 papers · 2024–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver ποΈ Keyword Collector (52) β‘ Prolific Year Β· Productive
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Learning Types
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Architectures
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Generation
(2)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Keywords
semantic alignment
(2)
zero-shot learning
(1)
data augmentation
(1)
image segmentation
(1)
sentiment analysis
(1)
visual question answering
(1)
semantic segmentation
(1)
question answering
(1)
sarcasm detection
(1)
test-time adaptation
(1)
instance segmentation
(1)
contrastive learning
(1)
prompt learning
(1)
instruction tuning
(1)
belief state
(1)
diffusion model
(1)
hidden state
(1)
benchmark dataset
(1)
open-vocabulary segmentation
(1)
representation learning
(1)
Papers
CHROMIC: Chronological Reasoning Across Multi-Panel Comics
EACL 2026
Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning
AAAI 2026
A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models
NAACL 2025
Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State
EMNLP 2025
Disentangle to Decay: Linear Attention with Trainable Decay Factor
COLING 2025
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation
AAAI 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation
IJCNLP 2025
Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation
ACL 2025
Correct after Answer: Enhancing Multi-Span Question Answering with Post-Processing Method
EMNLP 2024
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
NeurIPS 2024
Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects
AAAI 2024