Fan Xu
18 papers · 2012–2026 · 10 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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π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Half π₯ Mega-Team Β· Squad
π
Grand Slam
ποΈ
Keyword Collector
(86)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(9)
Architectures
(7)
Learning Types Β· Machine Learning
(6)
Core Methods
(4)
Application Areas
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Keywords
graph neural network
(4)
multimodal learning
(4)
rumor detection
(2)
social media
(2)
neural operator
(2)
large language model
(2)
interpretability
(1)
curriculum learning
(1)
semantic segmentation
(1)
natural language generation
(1)
instance segmentation
(1)
cross-modal transfer
(1)
prompt learning
(1)
semantic consistency
(1)
temporal dynamics
(1)
persistent homology
(1)
spectral analysis
(1)
multiple instance learning
(1)
fraud detection
(1)
label disambiguation
(1)
Papers
Breaking Model Lock-in: Cost-Efficient Zero-Shot LLM Routing via a Universal Latent Space
AAAI 2026
DecoCal: Decoding with Calibration in Diffusion Large Language Models
ACL 2026
HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy
ACL 2026
MMAC: A Multilingual, Multimodal Alignment Framework for Cultural Grounding Evaluation
ACL 2026
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
AAAI 2026
OneForecast: A Universal Framework for Global and Regional Weather Forecasting
ICML 2025
On the Learning with Augmented Class via Forests
IJCAI 2025
Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
ICLR 2025
TopInG: Topologically Interpretable Graph Learning via Persistent Rationale Filtration
ICML 2025
A Label Disambiguation-Based Multimodal Massive Multiple Instance Learning Approach for Immune Repertoire Classification
AAAI 2024
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection
COLING 2024
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
NeurIPS 2024
Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum
AAAI 2024
WW-CSL: A New Dataset for Word-Based Wearable Chinese Sign Language Detection
COLING 2024
Fuzzy Positive Learning for Semi-Supervised Semantic Segmentation
CVPR 2023
Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection
EMNLP 2023
TopoSeg: Topology-Aware Nuclear Instance Segmentation
ICCV 2023
A Unified Framework for Discourse Argument Identification via Shallow Semantic Parsing
COLING 2012