Tianyi Lab @ UMD

university

https://tianyizhou.github.io/

zhoutianyi

tianyi-lab

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AI & ML interests

Machine Learning, Natural Language Processing, Optimization, Multi-Modality, Artificial Intelligence

Recent Activity

advaitgupta updated a dataset 3 days ago

umd-zhou-lab/CoSTAR

zhoutianyi authored a paper 5 days ago

ATLaS: Agent Tuning via Learning Critical Steps

Lichang-Chen authored a paper 10 days ago

Self-rewarding correction for mathematical reasoning

View all activity

umd-zhou-lab's activity

advaitgupta

updated a dataset 3 days ago

umd-zhou-lab/CoSTAR

Viewer • Updated 3 days ago • 121 • 39

zhoutianyi

authored a paper 5 days ago

ATLaS: Agent Tuning via Learning Critical Steps

Paper • 2503.02197 • Published 6 days ago • 7

Lichang-Chen

authored a paper 10 days ago

Self-rewarding correction for mathematical reasoning

Paper • 2502.19613 • Published 11 days ago • 75

zhoutianyi

authored a paper 10 days ago

R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts

Paper • 2502.20395 • Published 10 days ago • 43

mgor

authored a paper 12 days ago

Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness

Paper • 2406.16342 • Published Jun 24, 2024

jwkirchenbauer

authored a paper 28 days ago

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published about 1 month ago • 122

Lichang-Chen

authored a paper about 2 months ago

OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities

Paper • 2410.12219 • Published Oct 16, 2024 • 1

zhoutianyi

authored 2 papers 3 months ago

GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 25

Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion

Paper • 2412.04424 • Published Dec 5, 2024 • 61

zhoutianyi

authored a paper 4 months ago

DynaSaur: Large Language Agents Beyond Predefined Actions

Paper • 2411.01747 • Published Nov 4, 2024 • 30

dangmn

authored a paper 4 months ago

DynaSaur: Large Language Agents Beyond Predefined Actions

Paper • 2411.01747 • Published Nov 4, 2024 • 30

zhoutianyi

authored 2 papers 4 months ago

Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization

Paper • 2409.18433 • Published Sep 27, 2024

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

Paper • 2410.23743 • Published Oct 31, 2024 • 62

zhoutianyi

authored a paper 5 months ago

MuLan: Multimodal-LLM Agent for Progressive and Interactive Multi-Object Diffusion

Paper • 2402.12741 • Published Feb 20, 2024

joliang17

authored 4 papers 5 months ago

CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering

Paper • 2401.13170 • Published Jan 24, 2024 • 4

PANDA (Pedantic ANswer-correctness Determination and Adjudication):Improving Automatic Evaluation for Question Answering and Text Generation

Paper • 2402.11161 • Published Feb 17, 2024 • 1

Mosaic IT: Enhancing Instruction Tuning with Data Mosaics

Paper • 2405.13326 • Published May 22, 2024 • 1

Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion

Paper • 2410.13674 • Published Oct 17, 2024 • 17

zhoutianyi

authored 2 papers 5 months ago

BenTo: Benchmark Task Reduction with In-Context Transferability

Paper • 2410.13804 • Published Oct 17, 2024 • 20

OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities

Paper • 2410.12219 • Published Oct 16, 2024 • 1

AI & ML interests

Recent Activity

Team members 13

umd-zhou-lab's activity