Junwen Duan
17 papers · 2014–2025 · 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
Jump to papers ↓+4 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (52)
🧭
Keyword Pioneer
💎
Century Club · Bronze
🌈
Renaissance Researcher
(8)
🗃️
Keyword Collector
(97)
Top co-authors
Research topics
Machine Learning
(12)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Deep Learning
(8)
Applications
(7)
Core Methods
(7)
Core AI
(6)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Types · Machine Learning
(3)
Understanding
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Keywords
representation learning
(3)
knowledge graph
(3)
speech analysis
(2)
contrastive learning
(2)
event embedding
(2)
attention mechanism
(2)
sentiment analysis
(2)
large language model
(2)
multi-task learning
(1)
embedding learning
(1)
link prediction
(1)
visual similarity
(1)
knowledge distillation
(1)
data augmentation
(1)
decision making
(1)
reinforcement learning
(1)
multimodal learning
(1)
masked language model
(1)
multi-label classification
(1)
commonsense knowledge
(1)
Papers
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
EMNLP 2025
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs
COLING 2025
RUIE: Retrieval-based Unified Information Extraction using Large Language Model
COLING 2025
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
NAACL 2025
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization
AAAI 2024
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
EMNLP 2024
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering
ACL 2024
Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection
Interspeech 2024
CDA: A Contrastive Data Augmentation Method for Alzheimer’s Disease Detection
ACL 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information
EMNLP 2023
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check
EMNLP 2022
Event Representation Learning Enhanced with External Commonsense Knowledge
EMNLP 2019
Learning Sentence Representations over Tree Structures for Target-Dependent Classification
NAACL 2018
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction
COLING 2018
Knowledge-Driven Event Embedding for Stock Prediction
COLING 2016
Deep Learning for Event-Driven Stock Prediction
IJCAI 2015
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation
EMNLP 2014