XD
Xinpeng Ding
cs.CVcs.AIcs.CLcs.LGeess.IVSemanticsAdenocarcinomaFacial ExpressionHeart DiseasesImage Interpretation, Computer-Assisted
On Valency
published · living versionsW_nyvkczba·v1 · currentpublished
Explaining Navigation Decisions: Stage-Aware Visual Attribution for Vision-Language Navigation
with Yiyuan Yao, Minglei Chen, Fei Gao, Lihuo He +4
1 version
Preprints & journals
35 papers in the corpus · 2020–2026Prediction bias in biological ageing markers2609.30322v2 · Yiqun Lin, Ariel Yuhan Ong, Matthew Yu Heng Wong et al.2026 · 0 citationsarXiv
CACSurv: Concordance-Aligned Comparative Learning with Large Language Models for Cancer Survival Prediction2608.16594v1 · Tianqi Xiang, Qixiang Zhang, Xinpeng Ding et al.2026 · 0 citationsarXiv
Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding2607.28516v1 · Bowen Liu, Shuning Wang, Xinpeng Ding et al.2026 · 0 citationsarXiv
Adversarial Style Optimization: Enhancing VLM Jailbreaks by GRPO-based Stylistic Triggers Optimization2607.21619v1 · Bingjun Luo, Jialin Guo, Yue Yao et al.2026 · 0 citationsarXiv
Enhancing Visual Token Representations for Video Large Language Models via Training-Free Spatial-Temporal Pooling and Gridding2605.22078v1 · Bingjun Luo, Tony Wang, Hanqi Chen et al.2026 · 0 citationsarXiv
ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs2605.22158v1 · Bingjun Luo, Tony Wang, Chaoqi Chen et al.2026 · 0 citationsarXiv
MedHorizon: Towards Long-context Medical Video Understanding in the Wild2605.06537v2 · Bodong Du, Bowen Liu, Yang Yu et al.2026 · 0 citationsarXiv
Towards generalizable pathology reports via a multimodal LLM with the multicenter in-context learning.41965168 · Li, Yi, Lin, Zhihao, Zhang, Qixiang et al.2026 · 2 citationsMedical image analysis. 2026;111:104060
DenseMLLM: Standard Multimodal LLMs for Dense Prediction2602.14134v2 · Yi Li, Hongze Shen, Lexiang Tang et al.2026 · 0 citationsarXiv
Token Activation Map to Visually Explain Multimodal LLMs2506.23270v1 · Yi Li, Hualiang Wang, Xinpeng Ding et al.2025 · 5 citationsarXiv
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration2505.06898v1 · Honglong Yang, Shanshan Song, Yi Qin et al.2025 · 2 citationsarXiv
PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning2504.05810v2 · Xinpeng Ding, Kui Zhang, Jianhua Han et al.2025 · 0 citationsarXiv
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images2409.08492v1 · Hualiang Wang, Yiqun Lin, Xinpeng Ding et al.2024 · 13 citationsarXiv
Weakly Supervised Temporal Action Localization With Bidirectional Semantic Consistency Constraint.37134038 · Li, Guozhang, Cheng, De, Ding, Xinpeng et al.2024 · 12 citationsIEEE transactions on neural networks and learning systems. 2024;35(9):13032-13045
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models2407.08706v2 · Runhui Huang, Xinpeng Ding, Chunwei Wang et al.2024 · 7 citationsarXiv
C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction2406.03902v1 · Yiqun Lin, Jiewen Yang, Hualiang Wang et al.2024 · 1 citationarXiv
Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models2401.00988v1 · Xinpeng Ding, Jinahua Han, Hang Xu et al.2024 · 5 citationsarXiv
EtC: Temporal Boundary Expand then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model2312.02483v2 · Guozhang Li, Xinpeng Ding, De Cheng et al.2023 · 8 citationsarXiv
GL-Fusion: Global-Local Fusion Network for Multi-view Echocardiogram Video Segmentation2309.11144v1 · Ziyang Zheng, Jiewen Yang, Xinpeng Ding et al.2023 · 10 citationsarXiv
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation2309.11145v1 · Jiewen Yang, Xinpeng Ding, Ziyang Zheng et al.2023 · 40 citationsarXiv
HiLM-D: Enhancing MLLMs with Multi-Scale High-Resolution Details for Autonomous Driving2309.05186v2 · Xinpeng Ding, Jianhua Han, Hang Xu et al.2023 · 27 citationsarXiv
Uniformly Distributed Category Prototype-Guided Vision-Language Framework for Long-Tail Recognition2308.12522v2 · Siming Fu, Xiaoxuan He, Xinpeng Ding et al.2023 · 6 citationsACM MM2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation2308.07731v1 · Zheang Huai, Xinpeng Ding, Yi Li et al.2023 · 32 citationsarXiv
Less Is More: Surgical Phase Recognition From Timestamp Supervision.37022876 · Ding, Xinpeng, Yan, Xinjian, Wang, Zixun et al.2023 · 27 citationsIEEE transactions on medical imaging. 2023;42(6):1897-1910
Boosting Weakly-Supervised Temporal Action Localization with Text Information2305.00607v1 · Guozhang Li, De Cheng, Xinpeng Ding et al.2023 · 34 citationsarXiv
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction From Echocardiogram Videos.37015560 · Dai, Weihang, Li, Xiaomeng, Ding, Xinpeng et al.2023 · 39 citationsIEEE transactions on medical imaging. 2023;42(5):1446-1461
Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos.35700259 · Ding, Xinpeng, Li, Xiaomeng2022 · 55 citationsIEEE transactions on medical imaging. 2022;41(11):3309-3319
Learning Shadow Correspondence for Video Shadow Detection2208.00150v1 · Xinpeng Ding, Jingweng Yang, Xiaowei Hu et al.2022 · 20 citationsarXiv
Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions2205.09292v2 · Xinpeng Ding, Ziwei Liu, Xiaomeng Li2022 · 18 citationsarXiv
Exploring Language Hierarchy for Video Grounding.35793294 · Ding, Xinpeng, Wang, Nannan, Zhang, Shiwei et al.2022 · 20 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2022;31:4693-4706
Support-Set Based Cross-Supervision for Video Grounding2108.10576v1 · Xinpeng Ding, Nannan Wang, Shiwei Zhang et al.2021 · 54 citationsarXiv
Adaptively Learning Facial Expression Representation via C-F Labels and Distillation.33439841 · Li, Hangyu, Wang, Nannan, Ding, Xinpeng et al.2021 · 220 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2021;30:2016-2028
KFC: An Efficient Framework for Semi-Supervised Temporal Action Localization.34319876 · Ding, Xinpeng, Wang, Nannan, Gao, Xinbo et al.2021 · 22 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2021;30:6869-6878
Multi-Hierarchical Category Supervision for Weakly-Supervised Temporal Action Localization.34748492 · Li, Guozhang, Li, Jie, Wang, Nannan et al.2021 · 14 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2021;30:9332-9344
Weakly Supervised Temporal Action Localization with Segment-Level Labels2007.01598v1 · Xinpeng Ding, Nannan Wang, Xinbo Gao et al.2020 · 14 citationsarXiv
Career total: 49 works. 35 are in this corpus.
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