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

Lichang-Chen authored a paper 5 days ago

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

zhoutianyi authored a paper about 1 month ago

GUI Agents: A Survey

zhoutianyi authored a paper about 2 months ago

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

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umd-zhou-lab's activity

Lichang-Chen

authored a paper 5 days ago

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

Paper • 2410.12219 • Published Oct 16, 2024 • 1

zhoutianyi

authored a paper about 1 month ago

GUI Agents: A Survey

Paper • 2412.13501 • Published Dec 18, 2024 • 25

zhoutianyi

authored a paper about 2 months ago

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

Paper • 2412.04424 • Published Dec 5, 2024 • 59

zhoutianyi

authored a paper 2 months ago

DynaSaur: Large Language Agents Beyond Predefined Actions

Paper • 2411.01747 • Published Nov 4, 2024 • 25

dangmn

authored a paper 3 months ago

DynaSaur: Large Language Agents Beyond Predefined Actions

Paper • 2411.01747 • Published Nov 4, 2024 • 25

zhoutianyi

authored 3 papers 3 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 • 59

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

Paper • 2402.12741 • Published Feb 20, 2024

joliang17

authored 4 papers 3 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 • 16

zhoutianyi

authored 5 papers 3 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

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

Paper • 2410.13674 • Published Oct 17, 2024 • 16

Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free

Paper • 2410.10814 • Published Oct 14, 2024 • 49

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

Paper • 2410.07484 • Published Oct 9, 2024 • 48

mgor

authored a paper 4 months ago

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA

Paper • 2410.06524 • Published Oct 9, 2024 • 4

zhoutianyi

authored 2 papers 4 months ago

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA

Paper • 2410.06524 • Published Oct 9, 2024 • 4

Understanding the Impact of Negative Prompts: When and How Do They Take Effect?

Paper • 2406.02965 • Published Jun 5, 2024

AI & ML interests

Recent Activity

Team members 12

umd-zhou-lab's activity