Yixin Wan
22 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (21)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
(3)
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Century Club · Bronze
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Research topics
Artificial Intelligence
(18)
Core AI · Artificial Intelligence
(17)
Machine Learning
(16)
Application Areas
(13)
Natural Language Processing
(10)
Deep Learning
(7)
Learning Types · Machine Learning
(6)
Generation
(5)
Computer Vision
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Core AI · Computer Vision
(2)
Core Methods
(2)
Models
(2)
Keywords
large language model
(8)
gender bia
(5)
bias mitigation
(4)
machine unlearning
(4)
model editing
(3)
knowledge editing
(2)
differential item functioning
(2)
vision-language model
(2)
knowledge removal
(2)
pre-trained language model
(2)
social bia
(2)
racial bia
(2)
multimodal learning
(2)
question answering
(2)
text-to-image generation
(2)
bias detection
(2)
language model
(2)
fairness evaluation
(2)
text classification
(1)
knowledge distillation
(1)
Papers
InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation
ACL 2026
Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
ACL 2026
MotionEdit: Benchmarking and Learning Motion-Centric Image Editing
CVPR 2026
VisRet: Visualization Improves Knowledge-Intensive Text-to-Image Retrieval
ACL 2026
LUME: LLM Unlearning with Multitask Evaluations
EMNLP 2025
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
ICLR 2025
Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models
EMNLP 2025
SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models
SemEval 2025
The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects
ACL 2025
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
ACL 2025
Where Fact Ends and Fairness Begins: Redefining AI Bias Evaluation through Cognitive Biases
EMNLP 2025
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs
ACL 2025
MACAROON: Training Vision-Language Models To Be Your Engaged Partners
EMNLP 2024
The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention
EMNLP 2024
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression
Interspeech 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
EMNLP 2023
Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment?
ACL 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters
EMNLP 2023
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation
ACL 2023
TheoremQA: A Theorem-driven Question Answering Dataset
EMNLP 2023
Improving the Adversarial Robustness of NLP Models by Information Bottleneck
ACL 2022
Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System
NAACL 2022