Derui Zhu
10 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22)
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Machine Learning
(4)
Applications Β· Natural Language Processing
(3)
Models
(3)
Core Methods
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Keywords
vision-language model
(3)
neural machine translation
(2)
hallucination detection
(2)
alignment model
(2)
model safety
(2)
multimodal learning
(2)
neural network
(2)
large language model
(2)
hidden markov model
(2)
attention mechanism
(1)
uncertainty quantification
(1)
sample efficiency
(1)
model adaptation
(1)
ai safety
(1)
information retrieval
(1)
model evaluation
(1)
state abstraction
(1)
episodic memory
(1)
code retrieval
(1)
statistical machine translation
(1)
Papers
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
ACL 2026
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
ACL 2025
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update
AAAI 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration
ACL 2025
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
NAACL 2024
PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques
NeurIPS 2024
Reference-free Hallucination Detection for Large Vision-Language Models
EMNLP 2024
Neural Episodic Control with State Abstraction
ICLR 2023
Neural Hidden Markov Model for Machine Translation
ACL 2018
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation
ACL 2017