Tianyi Zhou

zhoutianyi's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted a paper 1 day ago

FaSTA^*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing

Paper • 2506.20911 • Published 3 days ago • 37

upvoted a paper 2 days ago

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

Paper • 2506.21551 • Published 2 days ago • 25

upvoted a paper 10 days ago

Optimizing Length Compression in Large Reasoning Models

Paper • 2506.14755 • Published 11 days ago • 10

upvoted a paper 11 days ago

Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency

Paper • 2506.08343 • Published 19 days ago • 46

upvoted 2 papers about 1 month ago

The Hallucination Tax of Reinforcement Finetuning

Paper • 2505.13988 • Published May 20 • 8

BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Paper • 2505.09568 • Published May 14 • 94

upvoted 2 papers about 2 months ago

Exploring Expert Failures Improves LLM Agent Tuning

Paper • 2504.13145 • Published Apr 17 • 12

GraphicBench: A Planning Benchmark for Graphic Design with Language Agents

Paper • 2504.11571 • Published Apr 15 • 1

upvoted 4 papers 2 months ago

WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents

Paper • 2504.15785 • Published Apr 22 • 19

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

Paper • 2504.10514 • Published Apr 10 • 47

Efficient Reinforcement Finetuning via Adaptive Curriculum Learning

Paper • 2504.05520 • Published Apr 7 • 10

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

Paper • 2504.10766 • Published Apr 14 • 40

upvoted 3 papers 3 months ago

Towards Visual Text Grounding of Multimodal Large Language Model

Paper • 2504.04974 • Published Apr 7 • 16

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

Paper • 2504.07964 • Published Apr 10 • 61

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

Paper • 2504.06514 • Published Apr 9 • 39

upvoted 4 papers 4 months ago

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

Paper • 2503.10613 • Published Mar 13 • 80

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

Paper • 2503.05132 • Published Mar 7 • 58

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published Mar 4 • 9

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

Paper • 2502.20395 • Published Feb 27 • 47

upvoted a paper 6 months ago

GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 29