Yixuan Weng
18 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (47) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π€ Dynamic Duo (10)
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Dynamic Duo
(10)
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(104)
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(12)
Machine Learning
(10)
Natural Language Processing
(10)
Deep Learning
(8)
Learning Types Β· Deep Learning
(5)
Resources & Methods
(5)
Applications
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Generation
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Keywords
large language model
(4)
pre-trained language model
(3)
data augmentation
(2)
catastrophic forgetting
(1)
text classification
(1)
symbolic reasoning
(1)
transfer learning
(1)
direct preference optimization
(1)
video classification
(1)
knowledge transfer
(1)
knowledge distillation
(1)
preference alignment
(1)
prompt engineering
(1)
in-context learning
(1)
question answering
(1)
logical reasoning
(1)
dialogue generation
(1)
masked language model
(1)
multimodal learning
(1)
binary classification
(1)
Papers
AiraXiv: An AI-Driven Open-Access Platform for Human and AI Scientists
ACL 2026
AutoFigure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling
ACL 2026
CycleResearcher: Improving Automated Research via Automated Review
ICLR 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process
ACL 2025
Personality Alignment of Large Language Models
ICLR 2025
ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents
EMNLP 2025
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
ICLR 2024
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database
COLING 2024
Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model
EACL 2023
Large Language Models are Better Reasoners with Self-Verification
EMNLP 2023
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation
ACL 2022
Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification
ACL 2022
Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation
COLING 2022
LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary
SemEval 2022
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer
SemEval 2022
MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs
EMNLP 2022
Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction
ACL 2022
VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification
ACL 2022