Mingyang Zhou
19 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Venues
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Research topics
Artificial Intelligence
(11)
Natural Language Processing
(11)
Core AI
(11)
Machine Learning
(10)
Deep Learning
(8)
Computer Vision
(7)
Resources & Methods
(7)
Learning Types Β· Deep Learning
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
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Generation
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Keywords
large language model
(4)
multimodal learning
(4)
vision-language model
(3)
reinforcement learning
(2)
dialogue system
(2)
cross-modal learning
(2)
vision-language pre-training
(2)
visual grounding
(2)
chart understanding
(2)
cross-modal representation
(2)
factual error correction
(1)
cross-lingual representation
(1)
named entity recognition
(1)
text generation
(1)
conversational ai
(1)
self-supervised learning
(1)
contrastive learning
(1)
social media analysis
(1)
multilingual processing
(1)
in-context learning
(1)
Papers
Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement
ACL 2026
Denoising Diffusion Models are Good General Gaze Feature Learners
IJCAI 2025
Hierarchical Reward Modeling for Fault Localization in Large Code Repositories
EMNLP 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data
ACL 2025
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory
ACL 2025
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models
EMNLP 2025
Aligning Large Language Models for Controllable Recommendations
ACL 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
ACL 2024
Modeling Personalized Retweeting Behaviors for Multi-Stage Cascade Popularity Prediction
IJCAI 2024
Motif-oriented influence maximization for viral marketing in large-scale social networks
NeurIPS 2024
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs
ACL 2023
Explainable Recommendation with Personalized Review Retrieval and Aspect Learning
ACL 2023
A Joint Learning Framework for Restaurant Survival Prediction and Explanation
EMNLP 2022
Focus! Relevant and Sufficient Context Selection for News Image Captioning
EMNLP 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment
CVPR 2022
UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training
CVPR 2021
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation
EMNLP 2019
Gunrock: A Social Bot for Complex and Engaging Long Conversations
EMNLP 2019
A Visual Attention Grounding Neural Model for Multimodal Machine Translation
EMNLP 2018