Minnan Luo
33 papers · 2017–2026 · 9 venues · across top CS/AI venues
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Machine Learning
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Keywords
graph neural network
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multimodal learning
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social media analysis
(6)
text classification
(4)
cross-modal retrieval
(4)
large language model
(4)
heterogeneous information network
(4)
bot detection
(4)
fake news detection
(3)
misinformation detection
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video understanding
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cross-modal reasoning
(2)
noisy correspondence
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anomaly detection
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node classification
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diffusion model
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multimodal large language model
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self-supervised learning
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semi-supervised learning
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relational graph neural network
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Papers
Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios?
AAAI 2026
Correspondence Coverage Matters for Multi-Modal Dataset Distillation
AAAI 2026
From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis
ACL 2026
PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling
CVPR 2026
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
ACL 2025
ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting
CVPR 2025
Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models
EMNLP 2025
Each Fake News Is Fake in Its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection
AAAI 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring
ACL 2025
How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis
EMNLP 2025
IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection
ACL 2025
On the Risk of Evidence Pollution for Malicious Social Text Detection in the Era of LLMs
ACL 2025
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models
COLING 2025
Adversarial Attacks on Fairness of Graph Neural Networks
ICLR 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
ACL 2024
Event-Radar: Event-driven Multi-View Learning for Multimodal Fake News Detection
ACL 2024
Learning to Rematch Mismatched Pairs for Robust Cross-Modal Retrieval
CVPR 2024
Masked Distillation Advances Self-Supervised Transformer Architecture Search
ICLR 2024
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation
AAAI 2024
SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation
AAAI 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection
ACL 2024
BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency
ACL 2023
BotPercent: Estimating Bot Populations in Twitter Communities
EMNLP 2023
Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks
EMNLP 2023
Noisy Correspondence Learning With Meta Similarity Correction
CVPR 2023
Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers
AAAI 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media
NAACL 2022
PAR: Political Actor Representation Learning with Social Context and Expert Knowledge
EMNLP 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection
NeurIPS 2022
ZSTAD: Zero-Shot Temporal Activity Detection
CVPR 2020
ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks
IJCAI 2018
Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression
IJCAI 2017
How Unlabeled Web Videos Help Complex Event Detection?
IJCAI 2017