Xiangzhe Xu
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
CVPR (2)
ICML (2)
NIPS (2)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
adversarial learning
(2)
backdoor detection
(2)
self-supervised learning
(1)
binary analysis
(1)
source code
(1)
program analysis
(1)
backdoor attack
(1)
foundation model
(1)
hallucination mitigation
(1)
chain-of-thought prompting
(1)
bug detection
(1)
trigger pattern
(1)
code summarization
(1)
pretrained encoder
(1)
pre-trained encoder
(1)
downstream classifier
(1)
image encoder
(1)
code reasoning
(1)
large language model
(1)
neural network
(1)
Papers
ProSec: Fortifying Code LLMs with Proactive Security Alignment
ICML 2025
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning
ICLR 2025
RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing
ICML 2025
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
NIPS 2024
Sanitizing Large Language Models in Bug Detection with Data-Flow
EMNLP 2024
LLMDFA: Analyzing Dataflow in Code with Large Language Models
NIPS 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
CVPR 2024
Detecting Backdoors in Pre-Trained Encoders
CVPR 2023