Fan Yin
19 papers · 2019–2025 · 6 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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(12)
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The Questioner
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(13)
Machine Learning
(13)
Natural Language Processing
(13)
Core AI
(13)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(6)
Applications
(5)
Core Methods
(4)
Generation
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Keywords
large language model
(8)
instruction tuning
(5)
text classification
(3)
adversarial robustness
(2)
named entity recognition
(2)
question answering
(2)
model interpretability
(2)
multi-turn dialogue
(2)
natural language processing
(1)
computer vision
(1)
multi-task learning
(1)
bayesian inference
(1)
contrastive learning
(1)
domain generalization
(1)
data poisoning
(1)
adversarial learning
(1)
knowledge distillation
(1)
interpretability
(1)
knowledge editing
(1)
bayesian nonparametrics
(1)
Papers
BingoGuard: LLM Content Moderation Tools with Risk Levels
ICLR 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
ACL 2025
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
ICML 2024
Contrastive Instruction Tuning
ACL 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
NeurIPS 2024
On Prompt-Driven Safeguarding for Large Language Models
ICML 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
EMNLP 2024
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
EMNLP 2023
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
ICCV 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
ACL 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation
EMNLP 2023
Efficient Shapley Values Estimation by Amortization for Text Classification
ACL 2023
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations
NeurIPS 2023
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation
EMNLP 2022
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations
ICML 2022
On the Sensitivity and Stability of Model Interpretations in NLP
ACL 2022
On the Robustness of Language Encoders against Grammatical Errors
ACL 2020
Entity-Relation Extraction as Multi-Turn Question Answering
ACL 2019
Glyce: Glyph-vectors for Chinese Character Representations
NeurIPS 2019