Jiahui Pan
11 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver ποΈ Keyword Collector (55)
π
Conference Pioneer
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Speech & Audio
(2)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Analysis
(1)
Architectures
(1)
Keywords
self-supervised learning
(2)
iterative optimization
(1)
speech separation
(1)
density estimation
(1)
hierarchical planning
(1)
transductive learning
(1)
few-shot learning
(1)
object detection
(1)
prototype learning
(1)
video generation
(1)
logical reasoning
(1)
benchmark evaluation
(1)
medical imaging
(1)
attention mechanism
(1)
speech synthesis
(1)
chain-of-thought reasoning
(1)
code generation
(1)
visual reasoning
(1)
llm evaluation
(1)
contrastive learning
(1)
Papers
NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks
ACL 2026
Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding
ACL 2026
PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning
ACL 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model
ICLR 2025
VisualEDU: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation
EMNLP 2025
A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning
IJCAI 2024
CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning
AAAI 2024
Innovative Directional Encoding in Speech Processing: Leveraging Spherical Harmonics Injection for Multi-Channel Speech Enhancement
IJCAI 2024
Unified Audio Visual Cues for Target Speaker Extraction
Interspeech 2024
Speaker recognition-assisted robust audio deepfake detection
Interspeech 2022
Deep Bilinear Learning for RGB-D Action Recognition
ECCV 2018