Yida Lu
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
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Conferences
ACL (3)
EMNLP (2)
ICCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
large language model
(3)
safety benchmark
(2)
safety evaluation
(2)
benchmark evaluation
(2)
model alignment
(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)
safety detection
(1)
Papers
The Side Effects of Being Smart: Safety Risks in MLLMsβ Multi-Image Reasoning
ACL 2026
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
ACL 2026
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
LongSafety: Evaluating Long-Context Safety of Large Language Models
ACL 2025
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
EMNLP 2024