Yida Lu
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Machine Learning
(2)
Resources & Methods
(2)
Security & Privacy
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
large language model
(4)
safety benchmark
(2)
safety evaluation
(2)
preference learning
(2)
benchmark evaluation
(2)
tree search
(1)
foundation model
(1)
multimodal large language model
(1)
text-to-video generation
(1)
risk assessment
(1)
prompt optimization
(1)
automated evaluation
(1)
multi-image reasoning
(1)
long context
(1)
agent system
(1)
attack success rate
(1)
safety vulnerability
(1)
chinese text classification
(1)
language model safety
(1)
attention entropy
(1)
Papers
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
ACL 2026
The Side Effects of Being Smart: Safety Risks in MLLMs’ Multi-Image Reasoning
ACL 2026
LongSafety: Evaluating Long-Context Safety of Large Language Models
ACL 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
ICLR 2025
VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
ICCV 2025
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
EMNLP 2024
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024