Shangqing Liu
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
β
The Questioner
Conferences
EMNLP (2)
ICLR (2)
ACL (1)
NIPS (1)
Top co-authors
Research topics
Keywords
code generation
(3)
adversarial learning
(1)
nearest neighbor search
(1)
semantic information
(1)
backdoor attack
(1)
adversarial attack
(1)
black-box attack
(1)
pre-trained model
(1)
supervised fine-tuning
(1)
adversarial example
(1)
execution trace
(1)
vulnerability identification
(1)
code model
(1)
code representation
(1)
code large language model
(1)
code understanding
(1)
program semantics
(1)
large language model
(1)
graph neural network
(1)
neural network
(1)
Papers
Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models
EMNLP 2025
BadEdit: Backdooring Large Language Models by Model Editing
ICLR 2024
Multi-target Backdoor Attacks for Code Pre-trained Models
ACL 2023
A Black-Box Attack on Code Models via Representation Nearest Neighbor Search
EMNLP 2023
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
ICLR 2021
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
NIPS 2019