Shiyao Cui
16 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (9)
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Academic Marathon
(5)
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(11)
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Conferences
ACL (11)
COLING (2)
AAAI (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(3)
model compression
(2)
attack success rate
(2)
safety benchmark
(2)
visual grounding
(2)
supervised fine-tuning
(2)
information extraction
(1)
relation extraction
(1)
gradient-based optimization
(1)
multi-modal learning
(1)
safety alignment
(1)
toxic content detection
(1)
event detection
(1)
adversarial attack
(1)
in-context learning
(1)
cross-modal alignment
(1)
multimodal learning
(1)
language model
(1)
multimodal large language model
(1)
memory efficiency
(1)
Papers
New Terms, New Toxicity: Consensus-based Chinese Neologism Toxicity Detection via Search-Augmented LLMs
ACL 2026
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
ACL 2026
When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity
AAAI 2026
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
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
Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings
ACL 2025
Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
ACL 2025
An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment
COLING 2024
NACL: A General and Effective KV Cache Eviction Framework for LLM at Inference Time
ACL 2024
LEMON: Reviving Stronger and Smaller LMs from Larger LMs with Linear Parameter Fusion
ACL 2024
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction
ACL 2023
Event Causality Extraction with Event Argument Correlations
COLING 2022
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field
IJCNLP 2021
Few-Shot Event Detection with Prototypical Amortized Conditional Random Field
ACL 2021
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation
EMNLP 2020