Jiayi Pan
11 papers · 2022–2026 · 7 venues · across top CS/AI venues
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vision-language model
(4)
diffusion model
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large language model
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instruction following
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multimodal learning
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model inference
(1)
human perception
(1)
offline reinforcement learning
(1)
embodied ai
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image editing
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decision making
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cold-start recommendation
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egocentric vision
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software engineering
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Papers
SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation
AAAI 2026
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation
AAAI 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
Training Software Engineering Agents and Verifiers with SWE-Gym
ICML 2025
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
ICML 2024
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
NeurIPS 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
NeurIPS 2024
Inversion-Free Image Editing with Language-Guided Diffusion Models
CVPR 2024
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?
EMNLP 2023
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models
ACL 2023
DANLI: Deliberative Agent for Following Natural Language Instructions
EMNLP 2022