Scholar
Bingxuan Li
Google Scholar ID: l5Qe_mkAAAAJ
UIUC
Citations & Impact
Citations
288
H-index
6
i10-index
3
Publications
18
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - "Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence" (Pre-print)
- - "METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling" (ACL-2025)
- - "Contrastive Visual Data Augmentation" (ICML-2025)
- - "Control Large Language Models via Divide and Conquer" (EMNLP-2024, Best Paper Nomination)
- - "VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning" (CVPR-2025)
- - "REFFLY: Melody-Constrained Lyrics Editing Model" (NAACL-2025)
- - "Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining" (AAAI-2025 GenAI4Health Workshop)
- - "HEPHA: A Mixed-Initiative Image Labeling Tool for Specialized Domains" (IUI-2025)
- - "Combining Machine Learning and Queueing Theory for Data-driven Incarceration-Diversion Program Management" (IAAI-2024)
Research Experience
- - Research Focus: Agentic AI, Multimodal Understanding and Reasoning, AI Application in Human Health (including AI for Biomedical and Medicine Scientific Discovery, and AI for Healthcare)
Education
- - Ph.D. in Computer Science: University of Illinois Urbana-Champaign (incoming)
- - M.S. in Computer Science: University of California, Los Angeles (UCLA), advisors: Professor Nanyun Peng, Professor Kai-Wei Chang; mentor: Professor Yiwei Wang
- - B.S. in Computer Science and Data Science: Purdue University, mentors: Professor Bingxin Zhao, Professor Pengyi Shi, Professor Amy Ward, Professor Tianyi Zhang
Background
- - Incoming CS PhD at University of Illinois Urbana-Champaign (UIUC)
- - Recently completed Master's Degree from the University of California, Los Angeles (UCLA), advised by Professor Nanyun Peng and Professor Kai-Wei Chang, and mentored by Professor Yiwei Wang
- - Completed Bachelor's Degree at Purdue University, double-majored in Computer Science and Data Science, mentored by Professor Bingxin Zhao, Professor Pengyi Shi, Professor Amy Ward, and Professor Tianyi Zhang
