Tianyi Zhou

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upvoted a paper 10 days ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published 15 days ago • 14

upvoted a paper 15 days ago

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

Paper • 2512.18880 • Published 17 days ago • 24

upvoted a paper 22 days ago

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

Paper • 2512.11995 • Published 26 days ago • 9

upvoted a paper about 2 months ago

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

Paper • 2511.07419 • Published Nov 10, 2025 • 26

upvoted 3 papers 3 months ago

BLIP3o-NEXT: Next Frontier of Native Image Generation

Paper • 2510.15857 • Published Oct 17, 2025 • 24

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

Paper • 2509.25541 • Published Sep 29, 2025 • 140

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

Paper • 2509.14662 • Published Sep 18, 2025 • 13

upvoted a paper 4 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 3 papers 6 months ago

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

Paper • 2507.07996 • Published Jul 10, 2025 • 34

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

Paper • 2506.20911 • Published Jun 26, 2025 • 41

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

Paper • 2506.21551 • Published Jun 26, 2025 • 28

upvoted 2 papers 7 months ago

Optimizing Length Compression in Large Reasoning Models

Paper • 2506.14755 • Published Jun 17, 2025 • 10

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

Paper • 2506.08343 • Published Jun 10, 2025 • 54

upvoted 4 papers 8 months ago

The Hallucination Tax of Reinforcement Finetuning

Paper • 2505.13988 • Published May 20, 2025 • 8

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

Paper • 2505.09568 • Published May 14, 2025 • 98

Exploring Expert Failures Improves LLM Agent Tuning

Paper • 2504.13145 • Published Apr 17, 2025 • 12

GraphicBench: A Planning Benchmark for Graphic Design with Language Agents

Paper • 2504.11571 • Published Apr 15, 2025 • 1

upvoted 3 papers 9 months ago

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

Paper • 2504.15785 • Published Apr 22, 2025 • 22

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

Efficient Reinforcement Finetuning via Adaptive Curriculum Learning

Paper • 2504.05520 • Published Apr 7, 2025 • 11