ECCV 2026Spotlight2026
Lost in the Tail: Addressing Geographic Imbalance in Urban Visual Place Recognition
Zhiyao Shu, Jiacheng Yang, Yang Lu, Waishan Qiu, Chuan Li, Da Chen
PhD · Information Science & Technology
Zhiyao Shu (Zoey)
Fairfax, VA·Computer VisionHuman–AI Collaboration
I am a Ph.D. student in Information Science & Technology at George Mason University and a member of the DEER Lab.
My research focuses on image retrieval and video understanding and reasoning. I explore how AI can understand and support question-answering interactions around video, where people clarify questions, examine evidence, and revisit answers as new information emerges.
Research areas
- Computer vision: image retrieval and video understanding and reasoning
- Human–AI collaboration: question-answering interactions, evidence inspection, and clarification
Recent News
Jun 2026
🎉 Our paper “Lost in the Tail: Addressing Geographic Imbalance in Urban Visual Place Recognition” was accepted to ECCV 2026 as a Spotlight.
Aug 2025
Began my PhD in Information Science & Technology at George Mason University.
Mar 2025
Released MindCoder v2 — generate full reports in one click. Try it at mindcoder.ai.
Publications
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EMNLP 2026Main2026
Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis
Zhimin Lin, Kun Cheng, Zhiyao Shu, Junhua Fang, Juntao Li, Fan Bai, Jie Gao
2025
Efficiency with Rigor! A Trustworthy LLM-powered Workflow for Qualitative Data Analysis
Jie Gao, Alok Prakash, Zhiyao Shu, Shun Yi Yeo, Chien-Ming Huang, Ziang Xiao, Mark Dredze
CIKM 2024Oral2024
When LLM Meets Hypergraph: A Sociological Analysis on Personality via Online Social Networks
Zhiyao Shu, Xiangguo Sun, Hong Cheng
Projects
May 2026Visit ↗
Multimodal Plan Inference for Human–Robot Interaction
A Bayesian framework that infers the intended plan of a person from multimodal cues — speech, pointing gestures, and facial expressions — so robots can interpret and act on human intent during collaborative interaction.
Apr 2025Visit ↗
MindCoder — LLM-Supported Qualitative Analysis
A full-stack tool for flexible, structured inductive qualitative analysis. Automates open coding, axial coding, and concept development with GPT-5, producing one-click reports to support insight presentation.
Blogs
Apr 202612 minJul 20256 min
Building a Weekly Research Digest Agent
A couple hundred new arXiv papers land in my categories every week, and maybe a dozen are worth my time. So I built an agent to find them — it scores each paper against my actual research and posts the 20 best to my Discord every Monday. Serverless, and free.
Ten Days Across the Country
A summer road trip from Seattle to Fairfax: wild horses over the Columbia, Devils Tower, the Badlands, a modernist pilgrimage in Columbus, Indiana, and Fallingwater on the way home. With a clickable route map.
Let's connect
Open to research collaborations.
© 2026 Content copyrighted by Zoey (Zhiyao) Shu · All rights reserved.