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Showing papers from Southwest Jiaotong University Show all papers

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NeurIPS 2026U Electronic Science and TechnolAlpaca AI LabGroup 42Sichuan AgriculturalSouthwest JiaotongGenomics & single-cell

Layout Before Pixels: Topology-Anchored Transcriptome-to-Histology Generation

Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai and 2 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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57%Worth a look
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NeurIPS 2026Massachusetts Institute of TechnU Electronic Science and Technol TsinghuaSouthwest JiaotongNew Jersey Institute of TechnoloDomain adaptation

Learning Domain Trajectories with Flow Matching for Gradual Domain Adaptation

Yubo Huang, Zixi Wang, Yushe Cao, Jingzehua Xu and 3 more

Paris Poster Session 1, Wed, Dec 9, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Southwest JiaotongSouthwest Jiaotong universityHarbin Institute of TechnologyChina University of PetroleumBeihangSegmentation

Panoptic Saliency Ranking

Zhenyu Wu, Min Li, Chong Ma, Xun Gong and 4 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Tsinghua University, TsinghuaSouthwest JiaotongRepresentation & contrastive learning

Beyond MNIST: Limitations of Amplitude Encoding on Quantum Classification

Xin Wang, Yabo Wang, Rebing Wu

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026The Hong Kong University of ScieSouthwest JiaotongThe Hong Kong University of SciePhysics-informed ML & PDEs

Reformulating Neural Operators in $d+1$ Dimensions for Embedding Evolution

Reformulating neural operators in d+1 dimensions via auxiliary embedding evolution achieves lowest relative L2 error across benchmarks without brute-force scaling.

Haoze Song, Zhihao Li, Xiaobo Zhang, Zecheng Gan and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026SUN YAT-SEN UNIVERSITYChinese University of Hong KongThe Chinese University of Hong KNanjing University of AeronauticSouthwest JiaotongMultimodal reasoning

AgroOmni: A Large-Scale Multi-view Agricultural Dataset for Cross-Scale Multimodal Reasoning

AgroOmni introduces 288K multi-view agricultural VQA pairs across scales, and AgroNVILA achieves state-of-the-art 62.32% on AgroMind while demonstrating strong cross-scale generalization.

Jiarui Zhang, Junqi Hu, Zurong Mai, Yang Liu and 9 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 1/5
78%Highly rated
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NeurIPS 2026Institute of Science TokyoHokkaidoSouthwest JiaotongRIKENThe University of Tokyo, RIKEN AMedical imaging

RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis

RAM-H1200 introduces 1,200 annotated hand radiographs supporting unified bone segmentation, pixel-level erosion masks, and joint-level SvdH scoring, showing bone segmentation is mature but quantitative erosion analysis remains a major open challenge.

YANG SONGXIAO, Haolin Wang, Yao Fu, Junmu Peng and 8 more

Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · ▲ 1 on Hugging Face

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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 1/5