Yi Guo
18 papers · 2014–2026 · 14 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 (42) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
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Renaissance Researcher
(9)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(97)
Venues
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Architectures
(4)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Applications
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
graph neural network
(2)
subspace clustering
(2)
reinforcement learning
(2)
representation learning
(2)
attention mechanism
(1)
domain adaptation
(1)
adversarial robustness
(1)
class imbalance
(1)
sparse representation
(1)
mathematical reasoning
(1)
text classification
(1)
data augmentation
(1)
speech recognition
(1)
automatic speech recognition
(1)
neural network optimization
(1)
prompt learning
(1)
dialogue state tracking
(1)
clinical speech analysis
(1)
sparse coding
(1)
link prediction
(1)
Papers
FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner
ACL 2026
MACRec: A Multi-View Subspace Alignment Framework for Contrastive Sampling Calibration in Recommendation
AAAI 2026
FilterDiff: Noise-free Frequency-domain Diffusion Models for Accelerated MRI Reconstruction
MICCAI 2025
ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization
IJCAI 2025
Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift
ICML 2025
VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation
MICCAI 2025
When Graph Neural Networks Meet Dynamic Mode Decomposition
ICLR 2025
Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation
UAI 2024
A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models
ACML 2023
MaskFusion: Feature Augmentation for Click-Through Rate Prediction via Input-adaptive Mask Fusion
ICLR 2023
[MASK] Insertion: a robust method for anti-adversarial attacks
EACL 2023
Global-Aware Registration of Less-Overlap RGB-D Scans
CVPR 2022
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering
NAACL 2022
GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization
ICCV 2021
Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking
EMNLP 2020
Towards the Speech Features of Early-Stage Dementia: Design and Application of the Mandarin Elderly Cognitive Speech Database
Interspeech 2019
Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds
CVPR 2016
Subspace Clustering for Sequential Data
CVPR 2014