Yujia Xie
15 papers · 2019–2025 · 8 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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πΊοΈ Taxonomy Completionist (44) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Century Club Β· Bronze
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(5)
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Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(7)
Computer Vision
(6)
Optimization & Theory
(6)
Natural Language Processing
(5)
Deep Learning
(4)
Mathematics & Optimization
(3)
Analysis
(3)
Application Areas
(3)
Learning Paradigms
(3)
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(3)
Optimization
(3)
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(2)
Generation
(2)
Keywords
large language model
(3)
optimal transport
(3)
foundation model
(2)
visual question answering
(2)
multimodal learning
(2)
differentiable programming
(2)
reinforcement learning
(1)
contrastive learning
(1)
transformer architecture
(1)
transfer learning
(1)
domain adaptation
(1)
dense matching
(1)
object detection
(1)
variational inference
(1)
image classification
(1)
data augmentation
(1)
natural language inference
(1)
few-shot learning
(1)
named entity recognition
(1)
self-supervised learning
(1)
Papers
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service
NAACL 2025
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
ICLR 2024
Personalized Abstractive Summarization by Tri-agent Generation Pipeline
EACL 2024
i-Code: An Integrative and Composable Multimodal Learning Framework
AAAI 2023
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles
CVPR 2023
Look Before You Match: Instance Understanding Matters in Video Object Segmentation
CVPR 2023
K-LITE: Learning Transferable Visual Models with External Knowledge
NeurIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks
NeurIPS 2022
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering
NeurIPS 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
NeurIPS 2022
A Hypergradient Approach to Robust Regression without Correspondence
ICLR 2021
Differentiable Top-k with Optimal Transport
NeurIPS 2020
A Fast Proximal Point Method for Computing Exact Wasserstein Distance
UAI 2019
Meta Learning with Relational Information for Short Sequences
NeurIPS 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport
ICML 2019