Jiayi Pan
11 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Renaissance Researcher (6)
π
Conference Polyglot
(7)
πΊοΈ
Taxonomy Completionist
(23)
π₯
Mega-Team
(24)
π
Grand Slam
π₯
Unstoppable
(5)
β
The Questioner
π
Century Club
(10)
Conferences
AAAI (2)
EMNLP (2)
ICML (2)
NIPS (2)
ACL (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
diffusion model
(2)
vision-language model
(2)
vision language model
(2)
multimodal learning
(2)
instruction following
(2)
egocentric vision
(1)
model inference
(1)
visual perception
(1)
cold-start recommendation
(1)
device control
(1)
human perception
(1)
autonomous learning
(1)
preference modeling
(1)
embodied ai
(1)
sequential recommendation
(1)
image editing
(1)
decision making
(1)
autonomous reinforcement learning
(1)
offline reinforcement learning
(1)
reinforcement learning
(1)
Papers
SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation
AAAI 2026
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation
AAAI 2025
Training Software Engineering Agents and Verifiers with SWE-Gym
ICML 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
NIPS 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
NIPS 2024
Inversion-Free Image Editing with Language-Guided Diffusion Models
CVPR 2024
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
ICML 2024
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models
ACL 2023
Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?
EMNLP 2023
DANLI: Deliberative Agent for Following Natural Language Instructions
EMNLP 2022