Scholar
Jiachen Jiang
Google Scholar ID: MNgI0PUAAAAJ
Ohio State University
Citations & Impact
Citations
87
H-index
4
i10-index
2
Publications
14
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- [{'PaperTitle': 'From Compression to Expansion: A Layerwise Analysis of In-Context Learning', 'Authors': 'Jiachen Jiang*, Yuxin Dong, Jinxin Zhou, Zhihui Zhu', 'PublicationVenue': 'Arxiv preprint, 2025', 'Links': 'Paper, Project Page'}, {'PaperTitle': 'Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models', 'Authors': 'Jiachen Jiang*, Jinxin Zhou, Bo Peng, Xia Ning, Zhihui Zhu', 'PublicationVenue': 'NeurIPS, 2025', 'Links': 'Paper'}, {'PaperTitle': 'Cat-AIR: Content and Task-Aware All-in-One Image Restoration', 'Authors': 'Jiachen Jiang*, Tianyu Ding*, Ke Zhang, Jinxin Zhou, Tianyi Chen, Ilya Zharkov, Zhihui Zhu, Luming Liang', 'PublicationVenue': 'Arxiv preprint, 2025', 'Links': 'Paper, Project Page'}, {'PaperTitle': 'Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity', 'Authors': 'Jiachen Jiang*, Jinxin Zhou, Zhihui Zhu', 'PublicationVenue': 'ICLR, 2025', 'Links': 'Paper'}, {'PaperTitle': 'Generalized Neural Collapse for a Large Number of Classes', 'Authors': 'Jiachen Jiang*, Jinxin Zhou*, Peng Wang, Qing Qu, Dustin Mixon, Chong You, Zhihui Zhu', 'PublicationVenue': 'ICML, 2024', 'Links': 'Paper'}]
Background
- Research interests: Neural Collapse, LLM, Multimodal LLM, Image Restoration, In Context Learning, Reasoning. He is a CSE PhD student at the Ohio State University, advised by Prof. Zhihui Zhu. Previously, he obtained the Master degree from ECE at the University of Michigan and the B.S. from EE at Beihang University.
Miscellany
- Served as a reviewer for multiple international conferences, including ICML, NeurIPS, ICLR, and IJCV.
