Shimin DI
14 papers · 2021–2026 · 7 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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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Grand Slam
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Keyword Collector
(70)
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Prolific Year Β· Productive
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(8)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Applications
(2)
Optimization & Theory
(2)
Processing
(2)
Data Science & Analytics
(1)
Security & Privacy
(1)
Keywords
reinforcement learning
(2)
graph neural network
(2)
knowledge graph
(2)
node classification
(2)
hallucination mitigation
(2)
large language model
(2)
retrieval-augmented generation
(2)
graph classification
(1)
remote sensing
(1)
link prediction
(1)
model merging
(1)
image denoising
(1)
contextual retrieval
(1)
np-hard optimization
(1)
neural architecture search
(1)
zero-shot learning
(1)
multi-source domain adaptation
(1)
knowledge distillation
(1)
adversarial attack
(1)
user modeling
(1)
Papers
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
AAAI 2026
CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling
AAAI 2026
DC-Merge: Improving Model Merging with Directional Consistency
CVPR 2026
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition
AAAI 2026
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning
ACL 2026
RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow
AAAI 2026
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
ACL 2026
TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models
AAAI 2026
A Selective Learning Method for Temporal Graph Continual Learning
ICML 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
ACL 2025
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models
ICLR 2025
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising
ICCV 2023
Revisiting Injective Attacks on Recommender Systems
NeurIPS 2022
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
NeurIPS 2021