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

zhoutianyi authored a paper 7 days ago

Neuro-Symbolic Synergy for Interactive World Modeling

zhoutianyi authored a paper 7 days ago

When AI Navigates the Fog of War

zhoutianyi authored a paper 7 days ago

InfoFlow KV: Information-Flow-Aware KV Recomputation for Long Context

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Papers

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

When AI Navigates the Fog of War

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zhoutianyi

authored 4 papers 7 days ago

submitted a paper to Daily Papers about 1 month ago

When AI Navigates the Fog of War

Paper • 2603.16642 • Published Mar 17 • 30

zhoutianyi

authored a paper 2 months ago

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Paper • 2602.14299 • Published Feb 15 • 27

MingLiiii

submitted a paper to Daily Papers 2 months ago

Does Socialization Emerge in AI Agent Society? A Case Study of Moltbook

Paper • 2602.14299 • Published Feb 15 • 27

MingLiiii

authored a paper 2 months ago

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

Paper • 2602.12395 • Published Feb 12 • 17

zhoutianyi

authored a paper 2 months ago

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

Paper • 2602.12395 • Published Feb 12 • 17

AIcell

submitted a paper to Daily Papers 2 months ago

What does RL improve for Visual Reasoning? A Frankenstein-Style Analysis

Paper • 2602.12395 • Published Feb 12 • 17

shuaishuaicdp

submitted a paper to Daily Papers 3 months ago

Quantifying the Gap between Understanding and Generation within Unified Multimodal Models

Paper • 2602.02140 • Published Feb 2 • 12

zhoutianyi

authored a paper 3 months ago

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

Paper • 2601.18744 • Published Jan 26 • 10

ParadiseYu

authored a paper 3 months ago

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

Paper • 2601.18744 • Published Jan 26 • 10

ParadiseYu

submitted a paper to Daily Papers 3 months ago

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

Paper • 2601.18744 • Published Jan 26 • 10

ParadiseYu

updated a dataset 3 months ago

umd-zhou-lab/TSRBench

Updated Jan 27 • 53

ParadiseYu

in umd-zhou-lab/TSRBench 3 months ago

Add task categories, project links, and update size metadata

#1 opened 3 months ago by

nielsr

zhoutianyi

published a dataset 3 months ago

umd-zhou-lab/TSRBench

Updated Jan 27 • 53

zhoutianyi

authored a paper 4 months 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 4 months ago

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published Dec 23, 2025 • 16

zhoutianyi

authored a paper 4 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

AI & ML interests

Recent Activity

Papers

Team members 16

umd-zhou-lab's activity

Add task categories, project links, and update size metadata