Xiaozhuan Liang
10 papers · 2022–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
πΊοΈ
Taxonomy Completionist
(27)
π
Cross-Pollinator
(9)
π₯
Mega-Team
(23)
β
The Questioner
π
Century Club
(10)
Conferences
ICLR (3)
ACL (2)
EMNLP (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
multi-task learning
(2)
protein sequence
(2)
few-shot learning
(2)
knowledge editing
(1)
information extraction
(1)
named entity recognition
(1)
multi-modal learning
(1)
prompt learning
(1)
knowledge unlearning
(1)
model editing
(1)
out-of-distribution generalization
(1)
instruction tuning
(1)
knowledge graph
(1)
language model
(1)
foundation model
(1)
ood generalization
(1)
drug discovery
(1)
gene ontology
(1)
retrieval-augmented generation
(1)
protein language model
(1)
Papers
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models
IJCAI 2024
BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
ACL 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
EMNLP 2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024
Multi-Modal Protein Knowledge Graph Construction and Applications (Student Abstract)
AAAI 2023
Multimodal Analogical Reasoning over Knowledge Graphs
ICLR 2023
Contrastive Demonstration Tuning for Pre-trained Language Models
EMNLP 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
NIPS 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding
ICLR 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
ACL 2022