Songhao Jiang
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🐝
Cross-Pollinator
(12)
🗺️
Taxonomy Completionist
(14)
Conferences
MLHC (2)
ACL (1)
EMNLP (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
language model
(2)
few-shot learning
(1)
transfer learning
(1)
text classification
(1)
data augmentation
(1)
prompt engineering
(1)
instruction tuning
(1)
parameter-efficient fine-tuning
(1)
task embedding
(1)
data diversity
(1)
model explainability
(1)
dynamic prompt updating
(1)
dataset diversity
(1)
dataset construction
(1)
instruction expansion
(1)
large language model
(1)
dynamic prompt
(1)
multi-task learning
(1)
few-shot transfer learning
(1)
Papers
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
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
MLHC 2025
Hit the Nail on the Head: Parameter-Efficient Multi-task Tuning via Human Language Intervention
EMNLP 2024
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
ICML 2024
Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation
IJCAI 2023