KANG HE | WHU x SII
Multimodal Intelligence for Robust Understanding and Reasoning
I am a PhD student at Wuhan University and Shanghai Innovation Institute (SII), supervised by Prof. Donghong Ji and Prof. Xipeng Qiu. I received my BS from the School of Computer Science, Wuhan University (advised by Prof. Mang Ye) and my MS from the School of Cyber Science and Engineering, Wuhan University (advised by Prof. Donghong Ji).
My current research focuses on multimodal sentiment analysis, world models, and reasoning in large language models.
🔥 News
- 2026.04: 🎉 Two paper is accepted by ACL 2026.
- 2026.02: 🎉 One paper is accepted by CVPR 2026.
- 2025.11: 🎉 One paper is accepted by AAAI 2026.
- 2025.05: 🎉 Two papers are accepted by ACL 2025.
📝 Publications
Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities
Kang He, Yuzhe Ding, Rao Fu, Yukang Feng, Kaipeng Zhang, Yiming Liu, Fei Li, Chong Teng, Donghong Ji
Enhance-then-Balance Modality Collaboration for Robust Multimodal Sentiment Analysis
Kang He, Yuzhe Ding, Xinrong Wang, Fei Li, Chong Teng, Donghong Ji
PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis
Kang He, Boyu Chen, Yuzhe Ding, Fei Li, Chong Teng, Donghong Ji
DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning
Kang He, Yuzhe Ding, Haining Wang, Fei Li, Chong Teng, Donghong Ji
Zero-Shot Conversational Stance Detection: Dataset and Approaches
Yuzhe Ding, Kang He, Bobo Li, Li Zheng, Haijun He, Fei Li, Xu Han, Chong Teng, Donghong Ji
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Harnessing Dimensional Contrast and Information Compensation for Sentence Embedding Enhancement, Kang He, Yuzhe Ding, Bobo Li, Haining Wang, Fei Li, Chong Teng, Donghong Ji, ICASSP 2025 (CCF-B).
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Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis, Haining Wang, Kang He, Bobo Li, Lei Chen, Fei Li, Xu Han, Chong Teng, Donghong Ji, ACL 2024 Findings (CCF-A).
🎖 Honors and Awards
- 2025.10 Lei Jun Graduate Scholarship in Computer Science, Xiaomi Foundation
- 2024.10 National Scholarship (Top 1%)
- 2024.10 6th Graduate Artificial Intelligence Innovation Competition — National Second Prize
- 2023.11 2nd Graduate Cybersecurity Innovation Competition — National First Prize
- 2021.10 National Endeavor Scholarship
📖 Educations
- 2025.09 - present, PhD, Wuhan University & Shanghai Innovation Institute.
- 2022.09 - 2025.06, Master, Wuhan University, Wuhan.
- 2018.09 - 2022.06, Undergraduate, School of Computer Science, Wuhan Univeristy, Wuhan.