Qin Chen
28 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (67) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (20)
π€
Dynamic Duo
(20)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(136)
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(7)
π
Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(18)
Machine Learning
(15)
Artificial Intelligence
(14)
Deep Learning
(13)
Applications
(11)
Core AI
(11)
Learning Types Β· Machine Learning
(10)
Generation
(6)
Models
(6)
Learning Types Β· Deep Learning
(5)
Core Methods
(4)
Learning Paradigms
(4)
Computer Vision
(3)
Healthcare & Medicine
(3)
Application Areas
(3)
Keywords
large language model
(8)
domain adaptation
(4)
aspect-based sentiment analysis
(3)
sentiment analysis
(3)
multimodal large language model
(3)
prompt tuning
(2)
benchmark evaluation
(2)
dialogue system
(2)
transfer learning
(2)
catastrophic forgetting
(2)
mixture of expert
(2)
parameter-efficient fine-tuning
(2)
pre-trained language model
(2)
hallucination detection
(2)
event argument extraction
(2)
continual learning
(2)
diffusion model
(2)
language model
(2)
knowledge transfer
(2)
knowledge graph
(2)
Papers
A Survey of Inductive Reasoning for Large Language Models
ACL 2026
LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization
AAAI 2026
Mimic Human Cognition, Master Multi-Image Reasoning: A Meta-Action Framework for Enhanced Visual Understanding
CVPR 2026
TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing
ACL 2026
CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering
CVPR 2025
Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection
AAAI 2025
Large Language Models for Predictive Analysis: How Far Are They?
ACL 2025
NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration
ICCV 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering
ACL 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts
ACL 2025
SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection
EMNLP 2025
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder
COLING 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis
EMNLP 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models
EMNLP 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis
COLING 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis
COLING 2024
Letβs Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models
COLING 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA
AAAI 2024
Black-box Prompt Tuning for Vision-Language Model as a Service
IJCAI 2023
LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
CVPR 2023
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck
COLING 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction
IJCAI 2022
ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis
SemEval 2022
Attending via both Fine-tuning and Compressing
ACL 2021
ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline
SemEval 2021
Automatic Term Name Generation for Gene Ontology: Task and Dataset
EMNLP 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition
EMNLP 2020
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph
EMNLP 2019