Zexin Lu
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(31)
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The Questioner
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Keyword Collector
(50)
Venues
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Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Natural Language Processing
(6)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Applications
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Keywords
large language model
(4)
continual learning
(3)
dialogue state tracking
(3)
catastrophic forgetting
(2)
knowledge fusion
(2)
zero-shot learning
(2)
model merging
(2)
medical imaging
(1)
text generation
(1)
visual question answering
(1)
prompt engineering
(1)
multimodal learning
(1)
explainable ai
(1)
task-oriented dialogue
(1)
chest x-ray diagnosis
(1)
knowledge editing
(1)
llm evaluation
(1)
question generation
(1)
knowledge distillation
(1)
instruction following
(1)
Papers
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis
ICCV 2025
GeoEdit: Geometric Knowledge Editing for Large Language Models
EMNLP 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
Continual Dialogue State Tracking via Reason-of-Select Distillation
ACL 2024
How Good Are LLMs at Out-of-Distribution Detection?
COLING 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
EMNLP 2024
Towards LLM-driven Dialogue State Tracking
EMNLP 2023
Engage the Public: Poll Question Generation for Social Media Posts
ACL 2021