Tianyi Zhou

zhoutianyi's activity

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

authored 3 papers 27 days ago

Corpus-Steered Query Expansion with Large Language Models

Paper • 2402.18031 • Published Feb 28, 2024 • 1

DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

Paper • 2402.16914 • Published Feb 25, 2024

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

Paper • 2511.07419 • Published 28 days ago • 25

authored 2 papers about 1 month ago

BLIP3o-NEXT: Next Frontier of Native Image Generation

Paper • 2510.15857 • Published Oct 17 • 24

ChartAB: A Benchmark for Chart Grounding & Dense Alignment

Paper • 2510.26781 • Published Oct 30

authored 3 papers 2 months ago

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

Paper • 2509.25541 • Published Sep 29 • 140

Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era

Paper • 2508.19570 • Published Aug 27

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

Paper • 2509.14662 • Published Sep 18 • 13

authored a paper 3 months ago

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

Paper • 2507.00045 • Published Jun 23 • 1

authored 2 papers 4 months ago

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

Paper • 2508.07493 • Published Aug 10 • 8

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

Paper • 2507.22887 • Published Jul 30

authored 5 papers 5 months ago

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

Paper • 2507.07996 • Published Jul 10 • 34

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

authored 3 papers 6 months ago

Optimizing Length Compression in Large Reasoning Models

Paper • 2506.14755 • Published Jun 17 • 10

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

Paper • 2506.08343 • Published Jun 10 • 54

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

Paper • 2506.06998 • Published Jun 8

authored a paper 7 months ago

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs

Paper • 2504.20406 • Published Apr 29 • 8