Tianyi Zhou

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commented 2 papers 1 day ago

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

Paper • 2504.15785 • Published 2 days ago • 10 •

4

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

Paper • 2504.15785 • Published 2 days ago • 10 •

4

commented 2 papers 7 days ago

Exploring Expert Failures Improves LLM Agent Tuning

Paper • 2504.13145 • Published 7 days ago • 11 •

4

Exploring Expert Failures Improves LLM Agent Tuning

Paper • 2504.13145 • Published 7 days ago • 11 •

4

commented 3 papers 8 days ago

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

Paper • 2504.10514 • Published 14 days ago • 45 •

4

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

Paper • 2504.10514 • Published 14 days ago • 45 •

4

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

Paper • 2504.10514 • Published 14 days ago • 45 •

4

commented a paper 9 days ago

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

Paper • 2504.10766 • Published 10 days ago • 39 •

2

commented 2 papers 14 days ago

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

Paper • 2504.07964 • Published 14 days ago • 61 •

3

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

Paper • 2504.07964 • Published 14 days ago • 61 •

3

commented 2 papers 15 days ago

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

Paper • 2504.06514 • Published 16 days ago • 39 •

3

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

Paper • 2504.06514 • Published 16 days ago • 39 •

3

commented 7 papers about 1 month ago

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

CoSTA$\ast$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing

Paper • 2503.10613 • Published Mar 13 • 79 •

10

commented a paper about 2 months ago

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published Mar 4 • 8 •

3