Ziyao Xu
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(5)
Resources & Methods
(4)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Generation
(2)
Optimization & Theory
(2)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(5)
compositional generalization
(3)
probabilistic modeling
(1)
probabilistic inference
(1)
in-context learning
(1)
text generation
(1)
semantic parsing
(1)
dependency parsing
(1)
convergence analysis
(1)
evaluation framework
(1)
language model
(1)
vision-language model
(1)
zero-shot generalization
(1)
supervised fine-tuning
(1)
contradiction detection
(1)
program generation
(1)
biaffine attention
(1)
data-to-text generation
(1)
probabilistic evaluation
(1)
rule generation
(1)
Papers
CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution
AAAI 2026
Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective
ACL 2026
A Probabilistic Inference Scaling Theory for LLM Self-Correction
EMNLP 2025
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
ACL 2025
Investigating the (De)Composition Capabilities of Large Language Models in Natural-to-Formal Language Conversion
NAACL 2025
MC2: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of LLMs on Semantic Parsing
EMNLP 2025
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation
ACL 2024
Multi-Layer Pseudo-Siamese Biaffine Model for Dependency Parsing
COLING 2022
Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration
ECCV 2020