Qika Lin
18 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (94)
π
Renaissance Researcher
(7)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Natural Language Processing
(7)
Machine Learning
(6)
Deep Learning
(4)
Knowledge & Reasoning
(4)
Applications
(4)
Core Methods
(4)
Learning Types
(4)
Architectures
(3)
Reasoning
(3)
Representation
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Keywords
large language model
(6)
graph neural network
(3)
logical reasoning
(3)
multi-agent system
(2)
knowledge graph
(2)
social media analysis
(1)
uncertainty quantification
(1)
multi-task learning
(1)
attention mechanism
(1)
medical imaging
(1)
document-level extraction
(1)
speech recognition
(1)
transfer learning
(1)
entity linking
(1)
dialogue generation
(1)
self-supervised learning
(1)
question answering
(1)
inductive reasoning
(1)
emotion recognition
(1)
information extraction
(1)
Papers
MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
AAAI 2026
MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
AAAI 2026
MPA: Multimodal Prototype Augmentation for Few-Shot Learning
AAAI 2026
MUR: Momentum Uncertainty guided Reasoning for Large Language Models
ACL 2026
Crab: A Novel Configurable Role-Playing LLM with Assessing Benchmark
ACL 2025
InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care
EMNLP 2025
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
ICML 2025
Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models
ACL 2025
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging
IJCAI 2025
Synergistic Prompting for Robust Visual Recognition with Missing Modalities
ICCV 2025
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding
IJCAI 2025
π-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
ACL 2025
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction
COLING 2024
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering
ACL 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models
ACL 2024
Understanding Public Perception Towards Weather Disasters Through the Lens of Metaphor
IJCAI 2024
TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning
ACL 2023
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations
EMNLP 2022