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zhoutianyi 

authored a paper 7 days ago

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning

Paper • 2507.00045 • Published Jun 23

zhoutianyi 

authored 2 papers 14 days ago

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

Paper • 2508.07493 • Published 29 days ago • 8

Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning

Paper • 2507.22887 • Published Jul 30

zhoutianyi 

authored a paper about 2 months ago

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

Paper • 2507.07996 • Published Jul 10 • 33

zhoutianyi 

authored 4 papers 2 months ago

Don't Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

Paper • 2505.21765 • Published May 27

Pisces: An Auto-regressive Foundation Model for Image Understanding and Generation

Paper • 2506.10395 • Published Jun 12

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

Paper • 2506.21551 • Published Jun 26 • 28

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

Paper • 2506.20911 • Published Jun 26 • 41

zhoutianyi 

authored 3 papers 3 months ago

Optimizing Length Compression in Large Reasoning Models

Paper • 2506.14755 • Published Jun 17 • 11

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

Paper • 2506.08343 • Published Jun 10 • 50

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding

Paper • 2506.06998 • Published Jun 8

zhoutianyi 

authored 3 papers 4 months ago

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs

Paper • 2504.20406 • Published Apr 29 • 8

VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations for Synthetic Videos

Paper • 2505.01481 • Published May 2 • 3

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

Paper • 2505.09568 • Published May 14 • 97

zhoutianyi 

authored 6 papers 5 months ago

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

Paper • 2504.15785 • Published Apr 22 • 20

GraphicBench: A Planning Benchmark for Graphic Design with Language Agents

Paper • 2504.11571 • Published Apr 15 • 1

Exploring Expert Failures Improves LLM Agent Tuning

Paper • 2504.13145 • Published Apr 17 • 12

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective

Paper • 2502.14296 • Published Feb 20 • 46

AutoBench-V: Can Large Vision-Language Models Benchmark Themselves?

Paper • 2410.21259 • Published Oct 28, 2024 • 1

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