Tianyi Lab

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

shuaishuaicdp submitted a paper 3 days ago

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

zhoutianyi authored a paper 9 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

ParadiseYu authored a paper 11 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

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Papers

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

View all Papers

shuaishuaicdp

submitted a paper to Daily Papers 3 days ago

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

Paper • 2602.02140 • Published 6 days ago • 12

zhoutianyi

authored a paper 9 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Paper • 2601.18744 • Published 13 days ago • 10

ParadiseYu

authored a paper 11 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Paper • 2601.18744 • Published 13 days ago • 10

ParadiseYu

submitted a paper to Daily Papers 12 days ago

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Paper • 2601.18744 • Published 13 days ago • 10

ParadiseYu

updated a dataset 12 days ago

umd-zhou-lab/TSRBench

Updated 12 days ago • 19

ParadiseYu

in umd-zhou-lab/TSRBench 12 days ago

Add task categories, project links, and update size metadata

#1 opened 12 days ago by

nielsr

zhoutianyi

published a dataset 12 days ago

umd-zhou-lab/TSRBench

Updated 12 days ago • 19

zhoutianyi

authored a paper about 1 month ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

zhoutianyi

submitted a paper to Daily Papers about 1 month ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

zhoutianyi

authored a paper about 1 month ago

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

Paper • 2512.18880 • Published Dec 21, 2025 • 25

zhoutianyi

submitted a paper to Daily Papers about 2 months ago

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

Paper • 2512.18880 • Published Dec 21, 2025 • 25

Fcr09

authored a paper about 2 months ago

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

Paper • 2512.11995 • Published Dec 12, 2025 • 10

zhoutianyi

authored a paper about 2 months ago

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

Paper • 2512.11995 • Published Dec 12, 2025 • 10

Fcr09

updated a dataset about 2 months ago

umd-zhou-lab/V-REX

Viewer • Updated Dec 16, 2025 • 702 • 16

zhoutianyi

submitted a paper to Daily Papers about 2 months ago

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

Paper • 2512.11995 • Published Dec 12, 2025 • 10

zhoutianyi

published a dataset about 2 months ago

umd-zhou-lab/V-REX

Viewer • Updated Dec 16, 2025 • 702 • 16

joliang17

updated a dataset about 2 months ago

umd-zhou-lab/V-REX

Viewer • Updated Dec 16, 2025 • 702 • 16

zhoutianyi

authored 3 papers 3 months 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 Nov 10, 2025 • 27

AI & ML interests

Recent Activity

Papers

Team members 16

umd-zhou-lab's activity

Add task categories, project links, and update size metadata