Johns Hopkins University

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AI & ML interests

AI, Machine Learning, Interdisciplinary Collaboration

Recent Activity

Chuanyang-Jin submitted a paper about 8 hours ago

MindZero: Learning Online Mental Reasoning With Zero Annotations

RuijiaZ authored a paper about 19 hours ago

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

RuijiaZ authored a paper about 19 hours ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

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Papers

MindZero: Learning Online Mental Reasoning With Zero Annotations

Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction

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submitted a paper to Daily Papers about 8 hours ago

MindZero: Learning Online Mental Reasoning With Zero Annotations

Paper • 2606.00240 • Published 5 days ago • 2

submitted a paper to Daily Papers 8 days ago

Next-Acceleration-Scale Prediction for Autoregressive MRI Reconstruction

Paper • 2605.19354 • Published 13 days ago • 3

submitted a paper to Daily Papers 13 days ago

ThoughtTrace: Understanding User Thoughts in Real-World LLM Interactions

Paper • 2605.20087 • Published 15 days ago • 18

submitted a paper to Daily Papers 16 days ago

Steered LLM Activations are Non-Surjective

Paper • 2604.09839 • Published 27 days ago • 12

submitted a paper to Daily Papers 21 days ago

LychSim: A Controllable and Interactive Simulation Framework for Vision Research

Paper • 2605.12449 • Published 22 days ago • 5

authored 2 papers 24 days ago

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Paper • 2510.08529 • Published Oct 9, 2025 • 19

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Paper • 2605.06642 • Published 27 days ago • 27

submitted a paper to Daily Papers 26 days ago

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction

Paper • 2605.06642 • Published 27 days ago • 27

submitted a paper to Daily Papers 3 months ago

Meissa: Multi-modal Medical Agentic Intelligence

Paper • 2603.09018 • Published Mar 9 • 5

submitted a paper to Daily Papers 4 months ago

Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders

Paper • 2602.10099 • Published Feb 10 • 3

submitted a paper to Daily Papers 4 months ago

RemoteVAR: Autoregressive Visual Modeling for Remote Sensing Change Detection

Paper • 2601.11898 • Published Jan 17 • 4

authored a paper 5 months ago

Limits on the accuracy of contact inhibition of locomotion

Paper • 2311.00085 • Published Oct 31, 2023

authored a paper 7 months ago

World-in-World: World Models in a Closed-Loop World

Paper • 2510.18135 • Published Oct 20, 2025 • 78

authored a paper 9 months ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 238

authored 4 papers over 1 year ago

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Paper • 2502.08946 • Published Feb 13, 2025 • 193

Dynamic Relation Transformer for Contextual Text Block Detection

Paper • 2401.09232 • Published Jan 17, 2024

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters

Paper • 2501.01705 • Published Jan 3, 2025 • 1

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind

Paper • 2211.04684 • Published Nov 9, 2022

authored 2 papers over 1 year ago

DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities

Paper • 2410.07722 • Published Oct 10, 2024 • 15

SMHD: A Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions

Paper • 1806.05258 • Published Jun 13, 2018