Zihan Liang
6 papers · 2022–2025 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (31) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (6)
Top co-authors
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)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
universal learning
(1)
information retrieval
(1)
preference learning
(1)
causal representation learning
(1)
prompt optimization
(1)
contrastive learning
(1)
Papers
InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
EMNLP 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
EMNLP 2025
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
EMNLP 2024
AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant
EMNLP 2022