Xinghao Wang
10 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (34) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Machine Learning
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Core AI · Artificial Intelligence
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large language model
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image generation
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cross-modal reasoning
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representation learning
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language model adaptation
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text generation
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few-shot learning
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self-supervised learning
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contrastive learning
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data augmentation
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direct preference optimization
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prompt engineering
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model safety
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multimodal learning
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vision-language alignment
(1)
model fingerprinting
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machine unlearning
(1)
prompt learning
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semantic consistency
(1)
image classification
(1)
Papers
UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint
ACL 2026
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
ICLR 2025
Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs
EMNLP 2025
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
EMNLP 2025
Unveiling Fake News with Adversarial Arguments Generated by Multimodal Large Language Models
COLING 2025
Concise and Precise Context Compression for Tool-Using Language Models
ACL 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
AAAI 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance
EMNLP 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification
AAAI 2024
MetaPrompting: Learning to Learn Better Prompts
COLING 2022