Songhao Jiang
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Application Areas
(2)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
language model
(2)
few-shot learning
(1)
transfer learning
(1)
text classification
(1)
attention mechanism
(1)
data augmentation
(1)
prompt engineering
(1)
instruction tuning
(1)
parameter-efficient fine-tuning
(1)
molecule generation
(1)
protein representation learning
(1)
gating mechanism
(1)
exploration-exploitation balance
(1)
generative pre-trained transformer
(1)
incremental training
(1)
task embedding
(1)
data diversity
(1)
model explainability
(1)
dynamic prompt updating
(1)
dataset diversity
(1)
Papers
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
MLHC 2025
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process
ACL 2025
ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
MLHC 2025
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
ICML 2024
Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention
EMNLP 2024
Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation
IJCAI 2023