Xiao Xu
24 papers · 2020–2026 · 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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🗺️ Taxonomy Completionist (62) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(15)
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Renaissance Researcher
(5)
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Keyword Collector
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Research topics
Machine Learning
(14)
Artificial Intelligence
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Core AI
(13)
Deep Learning
(11)
Natural Language Processing
(11)
Learning Types · Machine Learning
(9)
Applications
(8)
Learning Types · Deep Learning
(7)
Core Methods
(6)
Computer Vision
(5)
Models
(5)
Generation · Natural Language Processing
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Application Areas
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Architectures
(3)
Generation · Computer Vision
(3)
Keywords
multimodal learning
(5)
vision-language model
(5)
intent detection
(4)
slot filling
(4)
dialogue system
(3)
spoken language understanding
(3)
graph neural network
(2)
domain adaptation
(2)
neural network
(2)
transfer learning
(2)
image generation
(2)
diffusion model
(2)
consistency identification
(2)
large language model
(2)
task-oriented dialogue
(2)
representation learning
(2)
test-time adaptation
(2)
data augmentation
(2)
multimodal fusion
(2)
multi-agent system
(2)
Papers
InsLogicBench: An Argumentation Logic Grounded Benchmark for Complex Insurance Claims Adjudication
ACL 2026
Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration
CVPR 2026
Qwen-Image-Layered: Towards Inherent Editability via Layer Decomposition
CVPR 2026
Test-Time Perturbation Tuning with Delayed Feedback for Vision-Language-Action Models
CVPR 2026
Towards Better Correctness and Efficiency in Code Generation
AAAI 2026
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
COLING 2025
Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation
EMNLP 2025
Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration
IJCAI 2025
A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification
COLING 2024
M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
ACL 2024
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
EMNLP 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
AAAI 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration
AAAI 2024
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization
EMNLP 2024
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning
AAAI 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
ACL 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding
ACL 2023
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
AAAI 2022
Understanding Narratives from Demographic Survey Data: a Comparative Study with Multiple Neural Topic Models
EMNLP 2022
Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
EMNLP 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
ACL 2021
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
EMNLP 2020
Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests
AAAI 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
ACL 2020