Minqian Liu
11 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π± Topic Pioneer
ποΈ
Keyword Collector
(61)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Resources & Methods
(2)
Techniques
(2)
Applications
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Understanding
(1)
Keywords
large language model
(3)
instruction tuning
(2)
continual learning
(2)
prompt engineering
(2)
catastrophic forgetting
(2)
knowledge distillation
(1)
named entity recognition
(1)
domain generalization
(1)
question answering
(1)
natural language generation
(1)
image generation
(1)
information extraction
(1)
text generation
(1)
attribute extraction
(1)
code generation
(1)
entity disambiguation
(1)
video understanding
(1)
class-incremental learning
(1)
knowledge base
(1)
in-context learning
(1)
Papers
Domain Generalizable AI Guardrails with Augmented Policy Training
ACL 2026
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
NAACL 2025
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
ICLR 2025
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
ICML 2025
Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes
EACL 2024
Holistic Evaluation for Interleaved Text-and-Image Generation
EMNLP 2024
MULTISCRIPT: Multimodal Script Learning for Supporting Open Domain Everyday Tasks
AAAI 2024
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
NAACL 2024
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction
ACL 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models
EMNLP 2023
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection
COLING 2022