JY
Junlin Yang
cs.CLcs.CVcs.LGeess.IVCarcinoma, Hepatocellularcs.AILiver NeoplasmsDeep LearningLiver Cirrhosis3D/2D
On Valency
published · living versionsW_2stgecu3·v1 · currentpublished
HandsOn: A Large-Scale Simulation Benchmark for Generalizable Dexterous Manipulation
with Tianwei Luo, Yiming He, Hongjin Wu, Ting Pan +12
1 version
Preprints & journals
23 papers in the corpus · 2018–2026Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering2607.28568v1 · Junlin Yang, Che Jiang, Yu Fu et al.2026 · 0 citationsarXiv
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers?2606.24530v2 · Yuru Wang, Lejun Cheng, Yuxin Zuo et al.2026 · 0 citationsarXiv
EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions2606.23654v1 · Jincheng Zhong, Weizhi Wang, Che Jiang et al.2026 · 0 citationsarXiv
CT Radiomics to Predict Regenerative Biomarker Expression after Liver Venous Embolization: Proof-of-Concept in a Porcine Model.42269821 · Nguyenová, Jana, Yang, Junlin, Zhang, Xuchen et al.2026 · 0 citationsJournal of vascular and interventional radiology : JVIR. 2026;37(9):108895
CausaLab: A Scalable Environment for Interactive Causal Discovery Toward AI Scientists2605.26029v2 · Junlin Yang, Dylan Zhang, Xiangchen Song et al.2026 · 0 citationsarXiv
MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI2605.08678v3 · Bohan Lyu, Yucheng Yang, Siqiao Huang et al.2026 · 0 citationsarXiv
How Far Can Unsupervised RLVR Scale LLM Training?2603.08660v1 · Bingxiang He, Yuxin Zuo, Zeyuan Liu et al.2026 · 0 citationsarXiv
Deep learning-based generation of synthetic multiphasic MRI in hepatocellular carcinoma and cirrhosis.41887530 · Abosabie, Sara A, Abosabie, Salma A S, Dai, Weicheng et al.2026 · 1 citationJHEP reports : innovation in hepatology. 2026;8(7):101813
VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos2510.19488v1 · Dunjie Lu, Yiheng Xu, Junli Wang et al.2025 · 0 citationsarXiv
Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week.39515190 · Yang, Junlin, Henao, John Anderson Garcia, Dvornek, Nicha et al.2024 · 5 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2024;118:102442
Green carbon science for carbon neutrality.37693694 · Xie, Zaiku, Han, Buxing, Sun, Yuhan et al.2024 · 40 citationsNational science review. 2023;10(9):nwad225
MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features.35460887 · Petukhova-Greenstein, Alexandra, Zeevi, Tal, Yang, Junlin et al.2022 · 15 citationsJournal of vascular and interventional radiology : JVIR. 2022;33(7):814-824.e3
Quantitative Automated Segmentation of Lipiodol Deposits on Cone-Beam CT Imaging Acquired during Transarterial Chemoembolization for Liver Tumors: A Deep Learning Approach.34923098 · Malpani, Rohil, Petty, Christopher W, Yang, Junlin et al.2022 · 7 citationsJournal of vascular and interventional radiology : JVIR. 2022;33(3):324-332.e2
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization2104.05833v1 · Daiqing Li, Junlin Yang, Karsten Kreis et al.2021 · 194 citationsarXiv
Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification.32356739 · Zhang, Fan, Dvornek, Nicha, Yang, Junlin et al.2021 · 12 citationsIEEE transactions on medical imaging. 2020;39(11):3331-3342
Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation2009.02831v1 · Chenyu You, Junlin Yang, Julius Chapiro et al.2020 · 81 citationsarXiv
Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making1912.00411v1 · Junlin Yang, Nicha C. Dvornek, Fan Zhang et al.2019 · 0 citationsarXiv
Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation.32377643 · Yang, Junlin, Dvornek, Nicha C, Zhang, Fan et al.2020 · 147 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2019;11765:255-263
Decision Explanation and Feature Importance for Invertible Networks.33024924 · Zhuang, Juntang, Dvornek, Nicha C, Li, Xiaoxiao et al.2020 · 5 citations... IEEE International Conference on Computer Vision workshops. IEEE International Conference on Computer Vision. 2019;2019:4235-4239
Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation.34676308 · Yang, Junlin, Dvornek, Nicha C, Zhang, Fan et al.2024 · 21 citations... IEEE International Conference on Computer Vision workshops. IEEE International Conference on Computer Vision. 2019;2019
Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution1905.08868v3 · Yinchuan Xu, Junlin Yang2019 · 21 citationsarXiv
ShelfNet for Fast Semantic Segmentation1811.11254v6 · Juntang Zhuang, Junlin Yang, Lin Gu et al.2018 · 148 citations2019 IEEE International Conference on Computer Vision (ICCV), CVRSUAD
Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework.32432233 · Zhang, Fan, Yang, Junlin, Nezami, Nariman et al.2020 · 32 citationsPatch-based techniques in medical imaging : 4th international workshop, Patch-MI 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 20, 2018 : proceedings. Patch-MI (Workshop) (4th : 2018 : Granada, Spain). 2018;11075:59-66
Career total: 30 works. 23 are in this corpus.
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