Ziyue Li

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upvoted a paper 17 days ago

Multi-Turn Reflective Masking Elicits Reasoning in Mask Diffusion Models

Paper • 2606.16700 • Published 24 days ago • 14

upvoted a paper 21 days ago

Guava: An Effective and Universal Harness for Embodied Manipulation

Paper • 2606.18363 • Published 23 days ago • 28

upvoted a paper 22 days ago

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Paper • 2606.06574 • Published Jun 4 • 25

upvoted a paper 7 months ago

V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions

Paper • 2512.11995 • Published Dec 12, 2025 • 10

upvoted 2 papers 8 months ago

Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs

Paper • 2511.07419 • Published Nov 10, 2025 • 27

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 142

upvoted a paper 12 months ago

Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs

Paper • 2507.07996 • Published Jul 10, 2025 • 36

upvoted 5 papers about 1 year ago

Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test

Paper • 2506.21551 • Published Jun 26, 2025 • 28

ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness

Paper • 2504.10514 • Published Apr 10, 2025 • 48

Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?

Paper • 2504.06514 • Published Apr 9, 2025 • 39

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

C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing

Paper • 2504.07964 • Published Apr 10, 2025 • 62

upvoted 8 papers over 1 year ago

CoSTAast: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13, 2025 • 79

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

Paper • 2503.05132 • Published Mar 7, 2025 • 57

R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts

Paper • 2502.20395 • Published Feb 27, 2025 • 45

Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion

Paper • 2412.04424 • Published Dec 5, 2024 • 63

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

Paper • 2410.23743 • Published Oct 31, 2024 • 64

Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion

Paper • 2410.13674 • Published Oct 17, 2024 • 17

BenTo: Benchmark Task Reduction with In-Context Transferability

Paper • 2410.13804 • Published Oct 17, 2024 • 20

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Paper • 2410.10814 • Published Oct 14, 2024 • 51