Open to Collab

2 28 32

Jiancheng Pan

jaychempan

https://jianchengpan.space/

AI & ML interests

I am interested in cutting-edge Visual Intelligence, focusing on Multimodal Learning, Foundation Models and MLLMs, Data-centric AI, and their applications across, e.g., Egocentric Vision, Earth Observation, and AI for Sustainability.

Recent Activity

upvoted a paper about 16 hours ago

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World

updated a model 1 day ago

natureteam/DeepFetal

upvoted a paper 1 day ago

Kairos: A Native World Model Stack for Physical AI

View all activity

Organizations

upvoted a paper about 16 hours ago

ENPIRE: Agentic Robot Policy Self-Improvement in the Real World

Paper • 2606.19980 • Published 2 days ago • 7

upvoted a paper 1 day ago

Kairos: A Native World Model Stack for Physical AI

Paper • 2606.16533 • Published 4 days ago • 31

upvoted 2 papers 3 days ago

Retrieve, Don't Retrain: Extending Vision Language Action Models to New Tasks at Test Time

Paper • 2606.15631 • Published 6 days ago • 15

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published 11 days ago • 118

upvoted 2 papers 4 days ago

JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence

Paper • 2606.14777 • Published 10 days ago • 190

HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry

Paper • 2606.14249 • Published 8 days ago • 41

upvoted 4 papers 5 days ago

From Chatbot to Digital Colleague: The Paradigm Shift Toward Persistent Autonomous AI

Paper • 2606.14502 • Published 8 days ago • 51

upvoted an article 18 days ago

Article

Welcome NVIDIA Cosmos 3: The First Open Omni-model for Physical AI Reasoning and Action

nvidia

•

19 days ago

• 83

upvoted a paper 19 days ago

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published 23 days ago • 145

upvoted a paper 21 days ago

AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Paper • 2605.29801 • Published 23 days ago • 143

upvoted a paper about 1 month ago

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 136

upvoted an article about 1 month ago

Article

NEO-unify: Building Native Multimodal Unified Models End to End

sensenova

•

Mar 5

• 165

upvoted a collection about 2 months ago

Qwen-Scope

Collection

16 items • Updated May 14 • 71

upvoted 4 papers 5 months ago

Action100M: A Large-scale Video Action Dataset

Paper • 2601.10592 • Published Jan 15 • 32

PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 229

Advancing Open-source World Models

Paper • 2601.20540 • Published Jan 28 • 135

V^{2}-SAM: Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence

Paper • 2511.20886 • Published Nov 25, 2025 • 1