Fan Yin
19 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(54)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π€
Dynamic Duo
(12)
β
The Questioner
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(91)
π
Century Club
(19)
Conferences
ACL (7)
EMNLP (4)
ICML (3)
NIPS (3)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
instruction tuning
(5)
large language model
(5)
multi-turn dialogue
(2)
text classification
(2)
named entity recognition
(2)
adversarial robustness
(2)
model interpretability
(2)
natural language processing
(1)
multi-task learning
(1)
contrastive learning
(1)
computer vision
(1)
bayesian inference
(1)
domain generalization
(1)
data poisoning
(1)
adversarial learning
(1)
knowledge editing
(1)
knowledge distillation
(1)
bayesian nonparametrics
(1)
multilingual nlp
(1)
model robustness
(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
On Prompt-Driven Safeguarding for Large Language Models
ICML 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
NIPS 2024
Contrastive Instruction Tuning
ACL 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
EMNLP 2024
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension
ICML 2024
Efficient Shapley Values Estimation by Amortization for Text Classification
ACL 2023
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation
EMNLP 2023
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning
ICCV 2023
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations
NIPS 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
ACL 2023
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations
ICML 2022
ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation
EMNLP 2022
On the Sensitivity and Stability of Model Interpretations in NLP
ACL 2022
On the Robustness of Language Encoders against Grammatical Errors
ACL 2020
Glyce: Glyph-vectors for Chinese Character Representations
NIPS 2019
Entity-Relation Extraction as Multi-Turn Question Answering
ACL 2019