Xiaowang Zhang
16 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (50) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Dynamic Duo
(15)
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Renaissance Researcher
(7)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(10)
Natural Language Processing
(10)
Applications
(10)
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Core Methods
(5)
Knowledge & Reasoning
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Reasoning
(3)
Computer Vision
(2)
Architectures
(2)
Keywords
representation learning
(3)
causal intervention
(2)
mutual information
(2)
machine reading comprehension
(2)
cross-lingual transfer
(2)
relation extraction
(2)
semantic representation
(2)
text classification
(1)
anomaly detection
(1)
zero-shot learning
(1)
stance detection
(1)
data augmentation
(1)
temporal reasoning
(1)
fact verification
(1)
knowledge transfer
(1)
few-shot learning
(1)
topic modeling
(1)
question answering
(1)
chain-of-thought reasoning
(1)
attention mechanism
(1)
Papers
Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering
ACL 2026
NeuroRule: Bridging Vision and Logic with Differentiable Rule Induction
CVPR 2026
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment
ACL 2025
Faithful Inference Chains Extraction for Fact Verification over Multi-view Heterogeneous Graph with Causal Intervention
COLING 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection
IJCAI 2025
An Event-based Abductive Learning for Hard Time-sensitive Question Answering
COLING 2024
Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
EMNLP 2024
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension
ACL 2023
Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules
EMNLP 2023
Reducing Sentiment Bias in Pre-trained Sentiment Classification via Adaptive Gumbel Attack
AAAI 2023
Function-words Adaptively Enhanced Attention Networks for Few-Shot Inverse Relation Classification
IJCAI 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension
ACL 2022
TopicKS: Topic-driven Knowledge Selection for Knowledge-grounded Dialogue Generation
Interspeech 2022
Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification
EMNLP 2021
On the Expressivity of ASK Queries in SPARQL
AAAI 2020
InteractionNN: A Neural Network for Learning Hidden Features in Sparse Prediction
IJCAI 2019