KL
Kongming Liang
cs.CVcs.AIeess.IVcs.CLcs.LGcomputed tomographyBrain IschemiaCerebral Hemorrhagecs.CRcs.MM
On Valency
published · living versionsW_njafcqd3·v1 · currentpublished
VibeVideoBench: Evaluating Multimodal Agents on Code-Driven Video Generation
with Muxi Diao, Wenbin Xu, Lele Yang, Xuyang Ma +19
1 version
Preprints & journals
53 papers in the corpus · 2018–2026Visual Jev Rewards: Reference-Bound Verification for Multi-Subject Image Generation2610.09328v1 · Baoteng Li, Wenzhuo Wu, Kongming Liang et al.2026 · 0 citationsarXiv
VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation2607.13527v1 · Songyu Xu, Xin Wang, Qiang Chen et al.2026 · 0 citationsarXiv
MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models2607.01813v1 · Yuanzhi Liu, Shousheng Zhao, Bo Zhou et al.2026 · 0 citationsarXiv
Benchmarking Semantic Segmentation Models via Appearance and Geometry Attribute Editing.41838508 · Yin, Zijin, Li, Bing, Liang, Kongming et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):8661-8677
Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation2605.17807v1 · Baoteng Li, Xianghao Zang, Xinran Wang et al.2026 · 0 citationsarXiv
DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents2605.01789v1 · Qisong Zhang, Wenzhuo Wu, Zhuangzhuang Jia et al.2026 · 0 citationsarXiv
DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions2604.05623v1 · Xinran Wang, Yuxuan Zhang, Xiao Zhang et al.2026 · 0 citationsarXiv
Generative Visual Chain-of-Thought for Image Editing2603.01893v2 · Zijin Yin, Tiankai Hang, Yiji Cheng et al.2026 · 0 citationsarXiv
Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images2602.19424v3 · Yuxuan Yang, Zhonghao Yan, Yi Zhang et al.2026 · 0 citationsarXiv
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting2601.02151v1 · Muxi Diao, Lele Yang, Wuxuan Gong et al.2026 · 0 citationsarXiv
Toward Generalizable Forgery Detection and Reasoning.41886323 · Gao, Yueying, Chang, Dongliang, Yu, Bingyao et al.2026 · 1 citationIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:3395-3410
RO-Bench: Large-scale robustness evaluation of MLLMs with text-driven counterfactual videos2510.08936v1 · Zixi Yang, Jiapeng Li, Muxi Diao et al.2025 · 1 citationarXiv
AutoRed: A Free-form Adversarial Prompt Generation Framework for Automated Red Teaming2510.08329v1 · Muxi Diao, Yutao Mou, Keqing He et al.2025 · 0 citationsarXiv
MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision2508.08177v3 · Zhonghao Yan, Muxi Diao, Yuxuan Yang et al.2025 · 1 citationarXiv
DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge.40783484 · de la Rosa, Ezequiel, Reyes, Mauricio, Liew, Sook-Lei et al.2025 · 23 citationsNature communications. 2025;16(1):7357
RotatedMVPS: Multi-view Photometric Stereo with Rotated Natural Light2508.04366v1 · Songyun Yang, Yufei Han, Jilong Zhang et al.2025 · 0 citationsarXiv
FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models2507.02714v1 · Yuxuan Wang, Tianwei Cao, Huayu Zhang et al.2025 · 1 citationarXiv
DriveRX: A Vision-Language Reasoning Model for Cross-Task Autonomous Driving2505.20665v2 · Muxi Diao, Lele Yang, Hongbo Yin et al.2025 · 0 citationsarXiv
CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation2505.15145v1 · Xinran Wang, Songyu Xu, Xiangxuan Shan et al.2025 · 2 citationsarXiv
Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation2505.15172v1 · Xinran Wang, Muxi Diao, Yuanzhi Liu et al.2025 · 0 citationsarXiv
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer2504.02451v1 · Jiayi Gao, Zijin Yin, Changcheng Hua et al.2025 · 5 citationsarXiv
OmniEraser: Remove Objects and Their Effects in Images with Paired Video-Frame Data2501.07397v3 · Runpu Wei, Zijin Yin, Shuo Zhang et al.2025 · 2 citationsarXiv
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation2501.06692v1 · Zhonghao Yan, Zijin Yin, Tianyu Lin et al.2025 · 5 citationsarXiv
Disentangling Before Composing: Learning Invariant Disentangled Features for Compositional Zero-Shot Learning.39466858 · Zhang, Tian, Liang, Kongming, Du, Ruoyi et al.2025 · 17 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(2):1132-1147
Reserve to Adapt: Mining Inter-Class Relations for Open-Set Domain Adaptation.40031633 · Tong, Yujun, Chang, Dongliang, Li, Da et al.2025 · 16 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:1382-1397
From Simple to Professional: A Combinatorial Controllable Image Captioning Agent2412.11025v1 · Xinran Wang, Muxi Diao, Baoteng Li et al.2024 · 0 citationsarXiv
Understanding Episode Hardness in Few-Shot Learning.39378258 · Guo, Yurong, Du, Ruoyi, Sain, Aneeshan et al.2025 · 4 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(1):616-633
Detailed Object Description with Controllable Dimensions2411.19106v2 · Xinran Wang, Haiwen Zhang, Baoteng Li et al.2024 · 0 citationsarXiv
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing2410.16732v1 · Runpu Wei, Zijin Yin, Kongming Liang et al.2024 · 1 citationarXiv
Evaluating Attribute Comprehension in Large Vision-Language Models2408.13898v1 · Haiwen Zhang, Zixi Yang, Yuanzhi Liu et al.2024 · 1 citationarXiv
Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network2407.19768v2 · Wenjie Li, Heng Guo, Xuannan Liu et al.2024 · 83 citationsarXiv
Semi-Supervised Learning for FGVC With Out-of-Category Data.37801380 · Du, Ruoyi, Chang, Dongliang, Ma, Zhanyu et al.2024 · 10 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):2658-2671
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing2403.01231v2 · Zijin Yin, Kongming Liang, Bing Li et al.2024 · 6 citationsarXiv
Vision-language Assisted Attribute Learning2312.07009v2 · Kongming Liang, Xinran Wang, Rui Wang et al.2023 · 1 citationarXiv
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images2307.03942v1 · Yi Zhong, Mengqiu Xu, Kongming Liang et al.2023 · 73 citationsarXiv
Super-Resolution Information Enhancement For Crowd Counting2303.06925v1 · Jiahao Xie, Wei Xu, Dingkang Liang et al.2023 · 14 citationsarXiv
Difference of mean Hounsfield units (dHU) between follow-up and initial noncontrast CT scan predicts 90-day poor outcome in spontaneous supratentorial acute intracerebral hemorrhage with deep convolutional neural networks.36931003 · Xia, Xiaona, Zhang, Xiaoqian, Cui, Jiufa et al.2023 · 8 citationsNeuroImage. Clinical. 2023;38:103378
Graph Convolution Based Cross-Network Multiscale Feature Fusion for Deep Vessel Segmentation.36112564 · Zhao, Gangming, Liang, Kongming, Pan, Chengwei et al.2023 · 63 citationsIEEE transactions on medical imaging. 2023;42(1):183-195
Multi-head Uncertainty Inference for Adversarial Attack Detection2212.10006v1 · Yuqi Yang, Songyun Yang, Jiyang Xie. Zhongwei Si et al.2022 · 3 citationsarXiv
Learning Invariant Visual Representations for Compositional Zero-Shot Learning2206.00415v3 · Tian Zhang, Kongming Liang, Ruoyi Du et al.2022 · 42 citationsarXiv
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction2201.08029v2 · Jingye Wang, Ruoyi Du, Dongliang Chang et al.2022 · 66 citationsarXiv
Radiomics for predicting revised hematoma expansion with the inclusion of intraventricular hemorrhage growth in patients with supratentorial spontaneous intraparenchymal hematomas.35242853 · Xia, Xiaona, Ren, Qingguo, Cui, Jiufa et al.2022 · 19 citationsAnnals of translational medicine. 2022;10(1):8
Automated detection of 3D midline shift in spontaneous supratentorial intracerebral haemorrhage with non-contrast computed tomography using deep convolutional neural networks.34786077 · Xia, Xiaona, Zhang, Xiaoqian, Huang, Zhaodi et al.2021 · 7 citationsAmerican journal of translational research. 2021;13(10):11513-11521
Cross-layer Navigation Convolutional Neural Network for Fine-grained Visual Classification2106.10920v1 · Chenyu Guo, Jiyang Xie, Kongming Liang et al.2021 · 2 citationsarXiv
Advances in Deep Learning-Based Medical Image Analysis.38487506 · Liu, Xiaoqing, Gao, Kunlun, Liu, Bo et al.2026 · 166 citationsHealth data science. 2021;2021:8786793
DF^2AM: Dual-level Feature Fusion and Affinity Modeling for RGB-Infrared Cross-modality Person Re-identification2104.00226v1 · Junhui Yin, Zhanyu Ma, Jiyang Xie et al.2021 · 8 citationsarXiv
Duplex Contextual Relation Network for Polyp Segmentation2103.06725v3 · Zijin Yin, Kongming Liang, Zhanyu Ma et al.2021 · 157 citationsarXiv
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features2102.00367v1 · Dongliang Chang, Yixiao Zheng, Zhanyu Ma et al.2021 · 3 citationsarXiv
A clinically applicable deep-learning model for detecting intracranial aneurysm in computed tomography angiography images.33257700 · Shi, Zhao, Miao, Chongchang, Schoepf, U Joseph et al.2020 · 209 citationsNature communications. 2020;11(1):6090
Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation2007.05393v1 · Shen Wang, Kongming Liang, Yiming Li et al.2020 · 8 citationsarXiv
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