Kaihang Pan
13 papers · 2023–2026 · 7 venues · across top CS/AI venues
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multimodal large language model
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image generation
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image editing
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knowledge editing
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few-shot learning
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image reconstruction
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dynamic time warping
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text-to-image generation
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instruction following
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Papers
Evolving Generalist Virtual Agents with Generative and Associative Memory
AAAI 2026
WiseEdit: Benchmarking Cognition- and Creativity-Informed Image Editing
CVPR 2026
AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
CVPR 2025
Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
CVPR 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
ICCV 2025
On Path to Multimodal Generalist: General-Level and General-Bench
ICML 2025
STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
CVPR 2025
What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
ICML 2025
Auto-Encoding Morph-Tokens for Multimodal LLM
ICML 2024
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
ICLR 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
NeurIPS 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models
NeurIPS 2024
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization
EMNLP 2023