Xiaozhuan Liang
10 papers · 2022–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π₯ Mega-Team Β· Squad
π
Renaissance Researcher
(5)
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(5)
Resources & Methods
(5)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(3)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Healthcare & Medicine
(2)
Research
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Keywords
knowledge graph
(2)
few-shot learning
(2)
contrastive learning
(2)
multi-task learning
(2)
instruction tuning
(2)
protein sequence
(2)
gene ontology
(2)
large language model
(2)
protein function prediction
(2)
protein language model
(2)
information extraction
(1)
out-of-distribution generalization
(1)
model editing
(1)
knowledge editing
(1)
knowledge unlearning
(1)
ood generalization
(1)
prompt learning
(1)
foundation model
(1)
language model
(1)
multimodal learning
(1)
Papers
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models
IJCAI 2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
EMNLP 2024
Multimodal Analogical Reasoning over Knowledge Graphs
ICLR 2023
Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract)
AAAI 2023
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
ACL 2022
Contrastive Demonstration Tuning for Pre-trained Language Models
EMNLP 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
NeurIPS 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding
ICLR 2022