Ziyi Wang

MS student, University of Maryland, College Park

Joined

March 2025

Names

Ziyi Wang (Preferred)

Emails

****@umd.edu (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Career & Education History

MS student

University of Maryland, College Park (umd.edu)

2024 – 2026

Advisors, Relations & Conflicts

Coauthor

Yue Zhao

2025 – Present

Coauthor

Zijian Ding

2025 – Present

Expertise

Generative AI

Present

Human-Centered AI

Present

Human-Computer Interaction

Present

Publications

Persona-aware and Explainable Bikeability Assessment: A Vision-Language Model Approach
Yilong Dai, Ziyi Wang, Chenguang Wang, Kexin Zhou, Yiheng Qian, Susu Xu, Xiang Yan
- CoRR 2026
- Readers: Everyone
StreetDesignAI: A Multi-Persona Evaluation System for Inclusive Infrastructure Design
Ziyi Wang, Yilong Dai, Duanya Lyu, Mateo Nader, Sihan Chen, Wanghao Ye, Zjian Ding, Xiang Yan
- CoRR 2026
- Readers: Everyone
Learning PDE Solvers with Physics and Data: A Unifying View of Physics-Informed Neural Networks and Neural Operators
Yilong Dai, Shengyu Chen, Ziyi Wang, Xiaowei Jia, Yiqun Xie, Vipin Kumar, Runlong Yu
- CoRR 2026
- Readers: Everyone
Multimodal Generative Engine Optimization: Rank Manipulation for Vision-Language Model Rankers
Yixuan Du, Chenxiao Yu, Haoyan Xu, Ziyi Wang, Yue Zhao, Xiyang Hu
- CoRR 2026
- Readers: Everyone
Mitigating Hallucinations in Large Language Models via Causal Reasoning
Yuangang Li, Yiqing Shen, Yi Nian, Jiechao Gao, Ziyi Wang, Chenxiao Yu, Li Li, Jie Wang, Xiyang Hu, Yue Zhao
- AAAI 2026
- Readers: Everyone
Graph Synthetic Out-of-Distribution Exposure with Large Language Models
Haoyan Xu, Zhengtao Yao, Ziyi Wang, Zhan Cheng, Siheng Wang, Xiyang Hu, Mengyuan Li, Yue Zhao
- Submitted to ICLR 2026
- Readers: Everyone
CogniPair: GNWT-inspired cognitive architecture for generative agents for Social Pairing - Dating & Hiring Applications
Wanghao Ye, Sihan Chen, Yiting Wang, Shwai He, Bowei Tian, Guoheng Sun, Ziyi Wang, Ziyao Wang, Yexiao He, Zheyu Shen, Meng Liu, Yuning Zhang, Meng Feng, Yang Wang, Siyuan Peng, Yilong Dai, Zhenle Duan, Joshua Liu, Lang Xiong, Hanzhang Qin et al. (1 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
From Image Generation to Infrastructure Design: a Multi-agent Pipeline for Street Design Generation
Chenguang Wang, Xiang Yan, Yilong Dai, Ziyi Wang, Susu Xu
- urbanai Poster
- Readers: Everyone
From Image Generation to Infrastructure Design: a Multi-agent Pipeline for Street Design Generation
Chenguang Wang, Xiang Yan, Yilong Dai, Ziyi Wang, Susu Xu
- CoRR 2025
- Readers: Everyone
CareerPooler: AI-Powered Metaphorical Pool Simulation Improves Experience and Outcomes in Career Exploration
Ziyi Wang, Ziwen Zeng, Yuan Li, Zijian Ding
- CoRR 2025
- Readers: Everyone

View all 20 publications

Co-Authors

View all 62 co-authors