Since September 2023, I have been pursuing an integrated master’s and Ph.D. program in Artificial Intelligence at Shandong University (SDU), under the supervision of Prof. Yilong Yin. During my studies, I have also worked closely with Prof. Qiangchang Wang and Prof. Zhongyi Han. Since September 2025, I have been a joint Ph.D. candidate at Shenzhen Loop Area Institute (SLAI), under the supervision of Prof. Liqiang Nie, where I also work closely with Prof. Liang Han.

My research focuses on multimodal perception, learning, and interaction with the physical world under constrained conditions, such as Few-Shot Learning (FSL), Multimodal Sentiment Analysis (MSA), and Vision-Language-Action models (VLA). Relevant work has been published at notable conferences and journals, including NeurIPS, ICLR, and ACM MM. I have served as a reviewer for leading conferences and journals in computer vision and machine learning, including IEEE TPAMI, IEEE TIP, IEEE TMM, NeurIPS, ICLR, and CVPR. My research interests include Embodied AI, Agentic RSI, and Multimodal Large Language Models.

I’m very willing to participate in academic discussions and collaborations, so please feel free to contact me!

🔥 News

• 2026.11:  🎉 Awarded the National Scholarship!
• 2026.10:  🎉 入选中国科协青培博士生专项！
• 2026.09:  🎉 One paper is accepted by NeurIPS 2026!
• 2026.05:  🎉 Co-authored papers are accepted by IEEE TCSVT, IEEE TAI, and Neurcomputing!
• 2026.01:  🎉 One paper is accepted by ICLR 2026!
• 2025.09:  🎉 One paper is accepted by NeurIPS 2025!
• 2025.03:  🎉 One paper is accepted by ICME 2025 (oral)!
• 2024.10:   Attending ACM MM in Melbourne, Australia.
• 2024.07:  🎉 One paper is accepted by ACM MM 2024!

📝 Publications

NeurIPS 2026

SemMSA: Latent Semantic-Aided Robust Multimodal Sentiment Analysis with Incomplete Data

Wenhao Li, Zhibin Wu, Chong Xiao, Qiangchang Wang

NeurIPS 2026

Paper   Code   Project

ICLR 2026

DVLA-RL: Dual-Level Vision–Language Alignment with Reinforcement Learning Gating for Few-Shot Learning

Wenhao Li, Xianjing Meng, Qiangchang Wang, Zhongyi Han, Zhibin Wu, Yilong Yin

ICLR 2026

arXiv

NeurIPS 2025

VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Xianjing Meng, Zhibin Wu, Yilong Yin

NeurIPS 2025

Paper   arXiv   Code

ICME 2025 (oral)

Semantic-Aware Adaptation with Hierarchical Multimodal Prompts for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Jing Li, Shengnan Zhao, Mindi Ruan, Yilong Yin

ICME 2025 (oral)

Paper

ACM MM 2024

KNN Transformer with Pyramid Prompts for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Peng Zhao, Yilong Yin

ACM MM 2024

arXiv   Paper

🎖 Honors and Awards

• 2026.11 National Scholarship, China
• 2026.10 中国科协青年科技人才培育工程博士生专项计划（托举单位：中国计算机学会）
• 2026.10 “华为杯”第八届中国研究生人工智能创新大赛全国三等奖（开放赛题-机器人与具身智能）
• 2025.10 NeurIPS 2025 Scholar Award.
• 2024.12 SDU Outstanding Student (First-Class)
• 2024.11 WEICHAI Power Scholarship (Top 2%)
• 2023.04 Shandong Outstanding Graduate, China
• 2022.12 Shandong Government Scholarship, China
• 2022.05 President Scholarship (Top 1%)

📖 Educations

• 2025.09 - Present, Joint Ph.D, Shenzhen Loop Area Institute.
• 2023.09 - Present, Master-Doctor Program, Shandong University, Artificial Intelligence.