Xuanting Cai
7 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
model explanation
(2)
multi-task learning
(1)
few-shot learning
(1)
model security
(1)
information extraction
(1)
multimodal learning
(1)
feature attribution
(1)
text style transfer
(1)
pretraining
(1)
deep neural network
(1)
downstream task
(1)
large-scale dataset
(1)
entity extraction
(1)
content preservation
(1)
shapley value
(1)
faithful explanation
(1)
coalition game
(1)
multimodal transformer
(1)
multilingual learning
(1)
Papers
FaithLM: Towards Faithful Explanations for Large Language Models
EACL 2026
A Decoupled Multi-Agent Framework for Complex Text Style Transfer
EMNLP 2025
Secure Your Model: An Effective Key Prompt Protection Mechanism for Large Language Models
NAACL 2024
TVE: Learning Meta-attribution for Transferable Vision Explainer
ICML 2024
CoRTX: Contrastive Framework for Real-time Explanation
ICLR 2023
Accelerating Shapley Explanation via Contributive Cooperator Selection
ICML 2022
A Web Scale Entity Extraction System
EMNLP 2021