About Me

I am an undergraduate researcher at Jilin University, passionate about advancing artificial intelligence. My research centers on the intersection of Multi-Modal Large Language Models, Computer Vision, and Affective Computing.

I am driven by the challenge of building systems that can holistically perceive, reason, and interact with the world. My work involves creating models that seamlessly integrate diverse data modalities, exploring how machines can achieve a deeper understanding of visual information, and ultimately bridging the gap between computational and emotional intelligence.

Publications

EmoArt: A Multidimensional Dataset for Emotion-Aware Artistic Generation
Cheng Zhang, HongXia Xie, Bin Wen, Songhan Zuo, Ruoxuan Zhang, Wen-Huang Cheng
ACM Multimedia (Dataset Track) 2025 Under Review
EmoDiscover: Vocabulary-free Emotion Discovery via Multi-modal Large Language Model
Hung-Jen Chen, Hongxia Xie, Cheng Zhang, Songhan Zuo, Chu-Jun Peng, Hong-Han Shuai, Yong Man Ro, Wen-Huang Cheng
International Conference on Computer Vision (ICCV) 2025 Under Review
Single Document Image Highlight Removal via A Large-Scale Real-World Dataset and A Location-Aware Network
Lu Pan, Yu-Hsuan Huang, Hongxia Xie, Cheng Zhang, Hongwei Zhao, Hong-Han Shuai, Wen-Huang Cheng
ACM Multimedia (ACM MM) 2025 Under Review
AmorisBench: A Comprehensive Multi-modal Dataset for Love-centric Question Answering
Chu-Jun Peng, Hongxia Xie, Cheng Zhang, Wen-Huang Cheng
ACM Multimedia (Dataset Track) 2025 Under Review

Research Experience

Affective Vision Computing (AVC) Lab, Jilin University
2024 – Present
Role: Research Assistant | Supervisor: A/Prof. Hongxia Xie

Contributing to projects in affective computing and multi-modal machine learning. Developing novel methods to understand and model emotional responses from visual and textual data.

National & Provincial Research Projects
Jan 2025 – Present
Role: Participant

Participating in two key projects: (1) A National Natural Science Foundation Youth Project on eliminating emotion hallucination in V-L models, and (2) A Jilin Provincial Excellent Youth Project on enhancing emotion understanding stability in multimodal large models.

Education

Jilin University
2022 – 2026 (Expected)
B.Sc. in Computer Science & Technology
GPA: 3.54/4.0 | Rank: 7/102

Honors & Awards

Undergraduate Scholarship
2023 – 2024
Jilin University
Undergraduate Scholarship
2022 – 2023
Jilin University