Tianshuo Peng
6 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Education
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
multimodal large language model
(2)
large language model
(2)
multimodal learning
(2)
named entity recognition
(2)
information extraction
(1)
benchmark dataset
(1)
domain adaptation
(1)
formal verification
(1)
relation extraction
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span prediction
(1)
adversarial attack
(1)
hidden state
(1)
visual reasoning
(1)
large multimodal model
(1)
energy-based model
(1)
knowledge distillation
(1)
vision-language pre-training
(1)
jailbreak attack
(1)
educational ai
(1)
adversarial robustness
(1)
Papers
Can Large Language Models Be Good Language Teachers?
EMNLP 2025
Chimera: Improving Generalist Model with Domain-Specific Experts
ICCV 2025
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
ICLR 2025
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States
ACL 2025
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis
AAAI 2024
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction
ACL 2023