Jieneng Chen

73 papers A* 14A 1B 1Journal 50Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning.
CoRR
Wenxin Ma, Chenlong Wang, Ruisheng Yuan, Hao Chen, Nanru Dai, S. Kevin Zhou, Yijun Yang, Alan L. Yuille, Jieneng Chen
2026 J jnl
Thinking with Spatial Code for Physical-World Video Reasoning.
CoRR
Jieneng Chen, Wenxin Ma, Ruisheng Yuan, Yunzhi Zhang, Jiajun Wu, Alan L. Yuille
2025 J jnl
4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos.
CoRR
Shanshan Zhong, Jiawei Peng, Zehan Zheng, Zhongzhan Huang, Wufei Ma, Guofeng Zhang, Qihao Liu, Alan L. Yuille, Jieneng Chen
2025 J jnl
Combo-Gait: Unified Transformer Framework for Multi-Modal Gait Recognition and Attribute Analysis.
CoRR
Zhao-Yang Wang, Zhimin Shao, Jieneng Chen, Rama Chellappa
2025 J jnl
EvoWorld: Evolving Panoramic World Generation with Explicit 3D Memory.
CoRR
Jiahao Wang, Luoxin Ye, Taiming Lu, Junfei Xiao, Jiahan Zhang, Yuxiang Guo, Xijun Liu, Rama Chellappa, Cheng Peng, Alan L. Yuille, Jieneng Chen
2025 J jnl
Exploring Opportunities to Support Novice Visual Artists' Inspiration and Ideation with Generative AI.
CoRR
Cindy Peng, Alice Qian, Linghao Jin, Jieneng Chen, Evans Xu Han, Paul Pu Liang, Hong Shen, Haiyi Zhu, Jane Hsieh
2025 A* conf
GenEx: Generating an Explorable World.
ICLR
Taiming Lu, Tianmin Shu, Alan L. Yuille, Daniel Khashabi, Jieneng Chen
2025 — conf
Learning Segmentation from Radiology Reports.
MICCAI (5)
Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025 J jnl
Learning Segmentation from Radiology Reports.
CoRR
Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025 J jnl
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning.
CoRR
Yijun Yang, Zhao-Yang Wang, Qiuping Liu, Shuwen Sun, Kang Wang, Rama Chellappa, Zongwei Zhou, Alan L. Yuille, Lei Zhu, Yu-Dong Zhang, Jieneng Chen
2025 J jnl
Mesh-Gait: A Unified Framework for Gait Recognition Through Multi-Modal Representation Learning from 2D Silhouettes.
CoRR
Zhao-Yang Wang, Jieneng Chen, Jiang Liu, Yuxiang Guo, Rama Chellappa
2025 J jnl
PulseCheck457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models.
CoRR
Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M. de Melo, Jieneng Chen, Alan L. Yuille
2025 J jnl
Scaling Artificial Intelligence for Multi-Tumor Early Detection with More Reports, Fewer Masks.
CoRR
Pedro R. A. S. Bassi, Xinze Zhou, Wenxuan Li, Szymon Plotka, Jieneng Chen, Qi Chen, Zheren Zhu, Jakub Przado, Ibrahim E. Hamaci, Sezgin Er, Yuhan Wang, Ashwin Kumar, Björn H. Menze, Jaroslaw B. Cwikla, Yuyin Zhou, Akshay S. Chaudhari, Curtis P. Langlotz, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou
2025 A* conf
Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models.
CVPR
Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M. de Melo, Jieneng Chen, Alan L. Yuille
2025 A* conf
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models.
CVPR
Wufei Ma, Luoxin Ye, Celso M. de Melo, Alan L. Yuille, Jieneng Chen
2025 J jnl
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models.
CoRR
Wufei Ma, Luoxin Ye, Nessa McWeeney, Celso M. de Melo, Jieneng Chen, Alan L. Yuille
2025 J jnl
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning.
CoRR
Wufei Ma, Yu-Cheng Chou, Qihao Liu, Xingrui Wang, Celso De Melo, Jieneng Chen, Jianwen Xie, Alan L. Yuille
2025 B conf
UniGait: A Unified Transformer-based Multitask Framework for Gait Analysis in the Wild.
FG
Zhao-Yang Wang, Jiang Liu, Yuxiang Guo, Jieneng Chen, Rama Chellappa
2025 A conf
VM-Gait: Multi-Modal 3D Representation Based on Virtual Marker for Gait Recognition.
WACV
Zhao-Yang Wang, Jiang Liu, Jieneng Chen, Rama Chellappa
2025 J jnl
Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models.
CoRR
Tiezheng Zhang, Yitong Li, Yu-Cheng Chou, Jieneng Chen, Alan L. Yuille, Chen Wei, Junfei Xiao
2025 J jnl
World-in-World: World Models in a Closed-Loop World.
CoRR
Jiahan Zhang, Muqing Jiang, Nanru Dai, Taiming Lu, Arda Uzunoglu, Shunchi Zhang, Yana Wei, Jiahao Wang, Vishal M. Patel, Paul Pu Liang, Daniel Khashabi, Cheng Peng, Rama Chellappa, Tianmin Shu, Alan L. Yuille, Yilun Du, Jieneng Chen
2024 J jnl
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge.
CoRR
Siwei Yang, Xianhang Li, Jieru Mei, Jieneng Chen, Cihang Xie, Yuyin Zhou
2024 J jnl
3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark.
CoRR
Wufei Ma, Haoyu Chen, Guofeng Zhang, Celso M. de Melo, Alan L. Yuille, Jieneng Chen
2024 A* conf
Efficient Large Multi-modal Models via Visual Context Compression.
NeurIPS
Jieneng Chen, Luoxin Ye, Ju He, Zhaoyang Wang, Daniel Khashabi, Alan L. Yuille
2024 J jnl
GenEx: Generating an Explorable World.
CoRR
Taiming Lu, Tianmin Shu, Junfei Xiao, Luoxin Ye, Jiahao Wang, Cheng Peng, Chen Wei, Daniel Khashabi, Rama Chellappa, Alan L. Yuille, Jieneng Chen
2024 J jnl
Generative World Explorer.
CoRR
Taiming Lu, Tianmin Shu, Alan L. Yuille, Daniel Khashabi, Jieneng Chen
2024 J jnl
LLaVolta: Efficient Multi-modal Models via Stage-wise Visual Context Compression.
CoRR
Jieneng Chen, Luoxin Ye, Ju He, Zhaoyang Wang, Daniel Khashabi, Alan L. Yuille
2024 J jnl
SpecTr: Spectral Transformer for Microscopic Hyperspectral Pathology Image Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Boxiang Yun, Baiying Lei, Jieneng Chen, Huiyu Wang, Song Qiu, Wei Shen, Qingli Li, Yan Wang
2024 A* conf
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jia-Xin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024 J jnl
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
CoRR
Pedro R. A. S. Bassi, Wenxuan Li, Yucheng Tang, Fabian Isensee, Zifu Wang, Jieneng Chen, Yu-Cheng Chou, Yannick Kirchhoff, Maximilian Rokuss, Ziyan Huang, Jin Ye, Junjun He, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger, Yiwen Ye, Yutong Xie, Jianpeng Zhang, Ziyang Chen, Yong Xia, Zhaohu Xing, Lei Zhu, Yousef Sadegheih, Afshin Bozorgpour, Pratibha Kumari, Reza Azad, Dorit Merhof, Pengcheng Shi, Ting Ma, Yuxin Du, Fan Bai, Tiejun Huang, Bo Zhao, Haonan Wang, Xiaomeng Li, Hanxue Gu, Haoyu Dong, Jichen Yang, Maciej A. Mazurowski, Saumya Gupta, Linshan Wu, Jiaxin Zhuang, Hao Chen, Holger Roth, Daguang Xu, Matthew B. Blaschko, Sergio Decherchi, Andrea Cavalli, Alan L. Yuille, Zongwei Zhou
2024 J jnl
TransUNet: Rethinking the U-Net architecture design for medical image segmentation through the lens of transformers.
Medical Image Anal.
Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Shaoting Zhang, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou
2024 A* conf
ViTamin: Designing Scalable Vision Models in the Vision-Language Era.
CVPR
Jieneng Chen, Qihang Yu, Xiaohui Shen, Alan L. Yuille, Liang-Chieh Chen
2024 J jnl
ViTamin: Designing Scalable Vision Models in the Vision-Language Era.
CoRR
Jieneng Chen, Qihang Yu, Xiaohui Shen, Alan L. Yuille, Liang-Chieh Chen
2023 J jnl
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers.
CoRR
Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou
2023 — conf
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge.
BraTS/CrossMoDA@MICCAI
Siwei Yang, Xianhang Li, Jieru Mei, Jieneng Chen, Cihang Xie, Yuyin Zhou
2023 A* conf
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection.
ICCV
Jie Liu, Yixiao Zhang, Jieneng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan L. Yuille, Yucheng Tang, Zongwei Zhou
2023 J jnl
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection.
CoRR
Jie Liu, Yixiao Zhang, Jieneng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan L. Yuille, Yucheng Tang, Zongwei Zhou
2023 A* conf
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
ICCV
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang
2023 A* conf
Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation.
CVPR
Ju He, Jieneng Chen, Ming-Xian Lin, Qihang Yu, Alan L. Yuille
2023 J jnl
Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation.
CoRR
Ju He, Jieneng Chen, Ming-Xian Lin, Qihang Yu, Alan L. Yuille
2023 A* conf
Label-Free Liver Tumor Segmentation.
CVPR
Qixin Hu, Yixiong Chen, Junfei Xiao, Shuwen Sun, Jieneng Chen, Alan L. Yuille, Zongwei Zhou
2023 J jnl
Label-Free Liver Tumor Segmentation.
CoRR
Qixin Hu, Yixiong Chen, Junfei Xiao, Shuwen Sun, Jieneng Chen, Alan L. Yuille, Zongwei Zhou
2023 J jnl
Prompt-Based Exemplar Super-Compression and Regeneration for Class-Incremental Learning.
CoRR
Ruxiao Duan, Yaoyao Liu, Jieneng Chen, Adam Kortylewski, Alan L. Yuille
2023 J jnl
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans.
CoRR
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan L. Yuille, Zaiyi Liu, Ling Zhang
2022 J jnl
LUMix: Improving Mixup by Better Modelling Label Uncertainty.
CoRR
Shuyang Sun, Jieneng Chen, Ruifei He, Alan L. Yuille, Philip H. S. Torr, Song Bai
2022 J jnl
NeuroIV: Neuromorphic Vision Meets Intelligent Vehicle Towards Safe Driving With a New Database and Baseline Evaluations.
IEEE Trans. Intell. Transp. Syst.
Guang Chen, Fa Wang, Weijun Li, Lin Hong, Jörg Conradt, Jieneng Chen, Zhenyan Zhang, Yiwen Lu, Alois C. Knoll
2022 — conf
PartImageNet: A Large, High-Quality Dataset of Parts.
ECCV (8)
Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jieneng Chen, Shuai Liu, Cheng Yang, Qihang Yu, Alan L. Yuille
2022 J jnl
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.
Medical Image Anal.
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2022 J jnl
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.
Medical Image Anal.
Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang
2022 J jnl
Synthetic Tumors Make AI Segment Tumors Better.
CoRR
Qixin Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun, Jieneng Chen, Alan L. Yuille, Zongwei Zhou
2022 A* conf
TransFG: A Transformer Architecture for Fine-Grained Recognition.
AAAI
Ju He, Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang
2022 A* conf
TransMix: Attend to Mix for Vision Transformers.
CVPR
Jieneng Chen, Shuyang Sun, Ju He, Philip H. S. Torr, Alan L. Yuille, Song Bai
2022 J jnl
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
Medical Image Anal.
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang
2021 — conf
Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency.
MICCAI (2)
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang
2021 — conf
Fully Test-Time Adaptation for Image Segmentation.
MICCAI (3)
Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang
2021 J jnl
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification.
CoRR
Jingye Chen, Jieneng Chen, Zongwei Zhou, Bin Li, Alan L. Yuille, Yongyi Lu
2021 J jnl
PartImageNet: A Large, High-Quality Dataset of Parts.
CoRR
Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jieneng Chen, Shuai Liu, Cheng Yang, Alan L. Yuille
2021 J jnl
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching.
CoRR
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2021 A* conf
Semi-supervised Medical Image Segmentation through Dual-task Consistency.
AAAI
Xiangde Luo, Jieneng Chen, Tao Song, Guotai Wang
2021 — conf
Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining.
MICCAI (7)
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu
2021 J jnl
Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining.
CoRR
Jieneng Chen, Ke Yan, Yu-Dong Zhang, Youbao Tang, Xun Xu, Shuwen Sun, Qiuping Liu, Lingyun Huang, Jing Xiao, Alan L. Yuille, Ya Zhang, Le Lu
2021 J jnl
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation.
CoRR
Boxiang Yun, Yan Wang, Jieneng Chen, Huiyu Wang, Wei Shen, Qingli Li
2021 J jnl
TransFG: A Transformer Architecture for Fine-grained Recognition.
CoRR
Ju He, Jieneng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan L. Yuille
2021 J jnl
TransMix: Attend to Mix for Vision Transformers.
CoRR
Jieneng Chen, Shuyang Sun, Ju He, Philip H. S. Torr, Alan L. Yuille, Song Bai
2021 J jnl
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.
CoRR
Jieneng Chen, Yongyi Lu, Qihang Yu, Xiangde Luo, Ehsan Adeli, Yan Wang, Le Lu, Alan L. Yuille, Yuyin Zhou
2020 — conf
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans.
MICCAI (6)
Tao Song, Jieneng Chen, Xiangde Luo, Yechong Huang, Xinglong Liu, Ning Huang, Yinan Chen, Zhaoxiang Ye, Huaqiang Sheng, Shaoting Zhang, Guotai Wang
2020 J jnl
Coarse-to-Fine Adversarial Networks and Zone-Based Uncertainty Analysis for NK/T-Cell Lymphoma Segmentation in CT/PET Images.
IEEE J. Biomed. Health Informatics
Xiaobin Hu, Rui Guo, Jieneng Chen, Hongwei Li, Diana Waldmannstetter, Yu Zhao, Biao Li, Kuangyu Shi, Bjoern H. Menze
2020 A* conf
Deep Distance Transform for Tubular Structure Segmentation in CT Scans.
CVPR
Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2020 J jnl
Semi-supervised Medical Image Segmentation through Dual-task Consistency.
CoRR
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang
2020 J jnl
Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma.
CoRR
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang
2019 J jnl
Deep Distance Transform for Tubular Structure Segmentation in CT Scans.
CoRR
Yan Wang, Xu Wei, Fengze Liu, Jieneng Chen, Yuyin Zhou, Wei Shen, Elliot K. Fishman, Alan L. Yuille
2019 J jnl
Toward a Brain-Inspired System: Deep Recurrent Reinforcement Learning for a Simulated Self-Driving Agent.
Frontiers Neurorobotics
Jieneng Chen, Jingye Chen, Ruiming Zhang, Xiaobin Hu
2019 J jnl
Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent.
CoRR
Jieneng Chen, Jingye Chen, Ruiming Zhang, Xiaobin Hu