Bingyang Wang

MS student, Georgia Institute of Technology

Joined

May 2024

Names

Bingyang Wang (Preferred)

Emails

****@emory.edu (Confirmed)

****@alumni.emory.edu (Confirmed)

****@gatech.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

MS student

Georgia Institute of Technology (gatech.edu)

2024 – 2026

Undergrad student

Emory University (emory.edu)

2020 – 2023

Advisors, Relations & Conflicts

Coauthor

Tucker Balch

2024 – 2025

Coauthor

Rajiv Garg

2023 – 2025

Expertise

Deep learning

2020 – 2024

Publications

Probing Perceptual Constancy in Large Vision-Language Models
Haoran Sun, Bingyang Wang, Suyang Yu, Yijiang Li, Qingying Gao, Haiyun Lyu, Lianyu Huang, Zelong Hong, Jiahui Ge, Qianli Ma, Hang He, Yifan Zhou, Lingzi Guo, Lantao Mei, Maijunxian Wang, Dezhi Luo, Hokin Deng
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
When AI Adds No Signal: LLM Embeddings versus Price-Based Stock Clusters
Bingyang Wang, Grant Johnson, Maria Hybinette, Tucker Balch
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
Vision Language Models Cannot Reason About Physical Transformation
Dezhi Luo, Yijiang Li, Maijunxian Wang, Tianwei Zhao, Bingyang Wang, Siheng Wang, Pinyuan Feng, Pooyan Rahmanzadehgervi, Ziqiao Ma, Hokin Deng
- Submitted to ICLR 2026
- Readers: Everyone
Is All the Information in the Price? LLM Embeddings versus the EMH in Stock Clustering
Bingyang Wang, Grant Johnson, Tucker Balch, Maria Hybinette
- GenAI in Finance Poster
- Readers: Everyone
Do Vision Language Models infer human intention without visual perspective-taking? Towards a scalable "One-Image-Probe-All" dataset
Bingyang Wang, Yijiang Li, Qingyang Zhou, Hui Yi Leong, Tianwei Zhao, Letian Ye, Hokin Deng, Dezhi Luo, Nuno Vasconcelos
- ICML 2025 World Models Workshop
- Readers: Everyone
From Tabular to Time Series: Can TabPFN Handle Mixed Data? A Study on PhysioNet
Zichao Li, Bingyang Wang, Zong Ke
- FMSD @ ICML 2025
- Readers: Everyone
Do Vision Language Models infer human intention without visual perspective-taking? Towards a scalable "One-Image-Probe-All" dataset
Bingyang Wang, Yijiang Li, Qingyang Zhou, Hui Yi Leong, Tianwei Zhao, Letian Ye, Hokin Deng, Dezhi Luo, Nuno Vasconcelos
- Submitted to NeurIPS 2025 Datasets and Benchmarks Track
- Readers: Everyone
Evaluating Multi-modal Language Models Through Concept Hacking
Yijiang Li, Bingyang Wang, Tianwei Zhao, Qingying Gao, Hokin Deng, Dezhi Luo
- SCSL @ ICLR 2025
- Readers: Everyone
Core Knowledge Deficits in Multi-Modal Language Models
Yijiang Li, Qingying Gao, Tianwei Zhao, Bingyang Wang, Haoran Sun, Haiyun Lyu, Robert D. Hawkins, Nuno Vasconcelos, Tal Golan, Dezhi Luo, Hokin Deng
- ICML 2025 poster
- Readers: Everyone

Co-Authors

View all 32 co-authors