Russell Chen

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upvoted a paper 6 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

upvoted a paper 8 days ago

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

Paper • 2504.10766 • Published 9 days ago • 39

upvoted a paper about 2 months ago

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published Mar 4 • 8

upvoted 2 papers 6 months ago

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

Paper • 2410.23743 • Published Oct 31, 2024 • 64

WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 50