Haoran Li | The Hong Kong Polytechnic University, Sichuan University

About Me

Hi 👋! I am Haoran Li (李浩然), an undergraduate student majoring in Computer Science and Technology at Wu Yuzhang Honors College, Sichuan University. I was an exchange student majoring in Computing at The Hong Kong Polytechnic University. Currently, I am fortunate to be advised by Prof. Huaxiu Yao from UNC-Chapel Hill.

My primary research interests lie in Multimodal Learning, Natural Language Processing, and Foundation Models.

Research Interests

Multimodal Learning: learning from diverse modalities.
Natural Language Processing: recently focused on understanding causal relations in natural language.
Foundation Models: Large Language/Vision-Language Models (LLMs, LVLMs).

News

[09/2024] 🎉 SemDI and RULE were accepted by EMNLP 2024!
[07/2024] 🎉 LITE was accepted by COLM 2024!
[09/2023] 🏆 I was awarded with the National Scholarship of China (top 0.2%, nationwide)!
[10/2022] I was selected into Wu Yuzhang Honors College!

Publications

COLM

LITE：Modeling Environmental Ecosystems with Multimodal Large Language Models

Haoran Li, Junqi Liu, Zexian Wang, Shiyuan Luo, Xiaowei Jia, Huaxiu Yao

Conference on Language Modeling (COLM), 2024.

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EMNLP

Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network

Haoran Li, Qiang Gao, Hongmei Wu, Li Huang

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

PDF Code

EMNLP

RULE： Reliable Multimodal RAG for Factuality in Medical Vision Language Models

Peng Xia*, Kangyu Zhu*, Haoran Li, Hongtu Zhu, Yun Li, Gang Li, Linjun Zhang, Huaxiu Yao

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

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arXiv

MMed-RAG： Versatile Multimodal RAG System for Medical Vision Language Models

Peng Xia, Kangyu Zhu, Haoran Li, Tianze Wang, Weijia Shi, Sheng Wang, Linjun Zhang, James Zou, Huaxiu Yao

arXiv

PDF Code

Honors and Awards

National Scholarship of China (top 0.2%, nationwide), 2023
First Class Scholarship of Sichuan University, 2023
Interdisciplinary Contest in Modeling, Meritorious Winner, 2023
Outstanding Student of Sichuan University, 2023
Second Prize, National University of Singapore SoC Summer Workshop, 2023
Second Class Scholarship of Sichuan University, 2022