Scholar
Jianyang Gu
Google Scholar ID: 8ZXbT18AAAAJ
The Ohio State University
Imageomics
Dataset Distillation
Data-centric AI
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Citations & Impact
All-time
Citations
1,543
H-index
14
i10-index
18
Publications
20
Co-authors
19
list available
Contact
Email
gu.1220@osu.edu
CV
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GitHub
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Publications
19 items
Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs
2026
Cited
0
Structural Assessment for Understanding and Guiding Dataset Distillation in Discrete Token Space
2026
Cited
0
Beyond Flat Labels: Level-Restricted Contrastive Learning for Hierarchical Fine-Grained Vision Classification
2026
Cited
0
Lost at the End: Primacy Bias in Multimodal Retrieval-Augmented Question Answering
2026
Cited
0
Better with Experience: Self-Evolving LLM Agents for Evidence-Grounded Health Community Notes
2026
Cited
0
Leveraging Latent Visual Reasoning in Silence
2026
Cited
0
TaxaAdapter: Vision Taxonomy Models are Key to Fine-grained Image Generation over the Tree of Life
2026
Cited
0
Lessons and Open Questions from a Unified Study of Camera-Trap Species Recognition Over Time
2026
Cited
0
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Resume (English only)
Academic Achievements
[NeurIPS 2025 Spotlight] BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
[CVPR 2025] Finer-CAM: Spotting the Difference Reveals Finer Details for Visual Explanation (co-first author)
[CVPR 2025] Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis
[CVPR Workshop] Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation
[CVPR 2024] Efficient Dataset Distillation via Minimax Diffusion
[AAAI 2024] Summarizing Stream Data for Memory-Restricted Online Continual Learning
[ICCV 2023] DREAM: Efficient Dataset Distillation by Representative Matching (co-first author)
Co-authors
19 total
Wei Jiang
Zhejiang university
Hao Luo
Alibaba DAMO Academy
Yang You (尤洋)
Presidential Young Professor, National University of Singapore
Saeed Vahidian
University of California, San Diego (UCSD), Duke University
Yiran Chen
John Cocke Distinguished Professor of Electrical and Computer Engineering, Duke University
Weihua Chen
Alibaba DAMO Academy, previously NLPR, CASIA
Vyacheslav Kungurtsev
Czech Technical University in Prague
Jian ZHAO (赵健)
TeleAI of China Telecom (中国电信人工智能研究院)