Zihan Liang
6 papers · 2022–2025 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(30)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI · Artificial Intelligence
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
large language model
(3)
multimodal learning
(2)
multi-task learning
(1)
question answering
(1)
neural machine translation
(1)
knowledge representation
(1)
hallucination mitigation
(1)
mixture of expert
(1)
video retrieval
(1)
instruction following
(1)
information entropy
(1)
information gain
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
universal learning
(1)
information retrieval
(1)
preference learning
(1)
causal representation learning
(1)
prompt optimization
(1)
contrastive learning
(1)
Papers
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
EMNLP 2025
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
EMNLP 2025
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
EMNLP 2024
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant
EMNLP 2022