Jian Chen

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upvoted a paper 3 months ago

Swift-SVD: Theoretical Optimality Meets Practical Efficiency in Low-Rank LLM Compression

Paper • 2604.01609 • Published Apr 2 • 17

upvoted a paper 4 months ago

When AI Navigates the Fog of War

Paper • 2603.16642 • Published Mar 17 • 32

upvoted 2 papers 5 months ago

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Paper • 2602.14299 • Published Feb 15 • 27

KV-CoRE: Benchmarking Data-Dependent Low-Rank Compressibility of KV-Caches in LLMs

Paper • 2602.05929 • Published Feb 5 • 2

upvoted a paper 7 months ago

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction

Paper • 2512.18880 • Published Dec 21, 2025 • 25

upvoted a paper 9 months ago

MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models

Paper • 2506.23009 • Published Jun 28, 2025 • 11

upvoted a paper 11 months ago

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

Paper • 2508.07493 • Published Aug 10, 2025 • 8

upvoted 6 papers about 1 year ago

Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints

Paper • 2402.04754 • Published Feb 7, 2024 • 1

LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models

Paper • 2407.19185 • Published Jul 27, 2024 • 2

TextLap: Customizing Language Models for Text-to-Layout Planning

Paper • 2410.12844 • Published Oct 9, 2024 • 1

MMR: Evaluating Reading Ability of Large Multimodal Models

Paper • 2408.14594 • Published Aug 26, 2024 • 1

Towards Visual Text Grounding of Multimodal Large Language Model

Paper • 2504.04974 • Published Apr 7, 2025 • 18

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published Apr 14, 2025 • 40

upvoted 3 papers over 1 year ago

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46

LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding

Paper • 2411.01106 • Published Nov 2, 2024 • 4

What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective

Paper • 2410.23743 • Published Oct 31, 2024 • 64