Dingkang Yang

According to our database, Dingkang Yang authored at least 144 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

VLA-Hijack: A Transferable Patch Attack against Vision-Language-Action Models via Visual Proprioception Hijacking.

Jiyuan Fu, Kaixun Jiang, Jingkai Jia, Zhaoyu Chen, Xueyao Chen, Lingyi Hong, Shuyong Gao, Chenzhi Tan, Dingkang Yang, Wenqiang Zhang

CoRR, May, 2026

Image-Conditioned Instance Prompt Network for Referring Remote Sensing Image Segmentation.

Biaoyu Ren, Qingsheng Wang, Cun Xu, Dingkang Yang, Wenxuan Wang

CoRR, May, 2026

AIM-Bench: Benchmarking and Improving Affective Image Manipulation via Fine-Grained Hierarchical Control.

Shi Chen, Xuecheng Wu, Heli Sun, Yunyun Shi, Xinyi Yin, Fengjian Xue, Jinheng Xie, Dingkang Yang, Hao Wang, Junxiao Xue, Liang He

CoRR, April, 2026

FED-Bench: A Cross-Granular Benchmark for Disentangled Evaluation of Facial Expression Editing.

Fengjian Xue, Xuecheng Wu, Heli Sun, Yunyun Shi, Shi Chen, Liangyu Fu, Jinheng Xie, Dingkang Yang, Hao Wang, Junxiao Xue, Liang He

CoRR, March, 2026

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.

Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Avilés-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.

CoRR, March, 2026

ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation.

Wei Xue, Mingcheng Li, Xuecheng Wu, Jingqun Tang, Dingkang Yang, Lihua Zhang

CoRR, March, 2026

Diffusion Probe: Generated Image Result Prediction Using CNN Probes.

Benlei Cui, Bukun Huang, Zhizeng Ye, Xuemei Dong, Tuo Chen, Hui Xue, Dingkang Yang, Longtao Huang, Jingqun Tang, Haiwen Hong

CoRR, February, 2026

TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering.

Hanshen Zhu, Yuliang Liu, Xuecheng Wu, An-Lan Wang, Hao Feng, Dingkang Yang, Chao Feng, Can Huang, Jingqun Tang, Xiang Bai

CoRR, February, 2026

Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology.

Minghao Han, Dingkang Yang, Linhao Qu, Zizhi Chen, Gang Li, Han Wang, Jiacong Wang, Lihua Zhang

CoRR, February, 2026

Exploring Physical Intelligence Emergence via Omni-Modal Architecture and Physical Data Engine.

Minghao Han, Dingkang Yang, Yue Jiang, Yizhou Liu, Lihua Zhang

CoRR, February, 2026

Dolphin-v2: Universal Document Parsing via Scalable Anchor Prompting.

Hao Feng, Wei Shi, Ke Zhang, Xiang Fei, Lei Liao, Dingkang Yang, Yongkun Du, Xuecheng Wu, Jingqun Tang, Yang Liu, Hong Chen, Can Huang

CoRR, February, 2026

Privacy-Preserving Video Anomaly Detection: A Survey.

Yang Liu, Siao Liu, Xiaoguang Zhu, Hao Yang, Jielin Li, Juncen Guo, Liangyu Teng, Dingkang Yang, Yan Wang, Jing Liu

IEEE Trans. Neural Networks Learn. Syst., January, 2026

Stephanie2: Thinking, Waiting, and Making Decisions Like Humans in Step-by-Step AI Social Chat.

Hao Yang, Hongyuan Lu, Dingkang Yang, Wenliang Yang, Peng Sun, Xiaochuan Zhang, Jun Xiao, Kefan He, Wai Lam, Yang Liu, Xinhua Zeng

CoRR, January, 2026

Towards unified molecule-enhanced pathology image representation learning via integrating spatial transcriptomics.

Minghao Han, Dingkang Yang, Jiabei Cheng, Xukun Zhang, Zizhi Chen, Haopeng Kuang, Lihua Zhang

Pattern Recognit., 2026

Delving into the adversarial robustness of semantic segmentation with decision-based black-box attacks.

Zhaoyu Chen, Zhengyang Shan, Jingwen Chang, Kaixun Jiang, Dingkang Yang, Yiting Cheng, Jinglun Li, Wenqiang Zhang

Neural Networks, 2026

MedAide: Information fusion and anatomy of medical intents via LLM-based agent collaboration.

Dingkang Yang, Jinjie Wei, Mingcheng Li, Jiyao Liu, Lihao Liu, Ming Hu, Junjun He, Yakun Ju, Wei Zhou, Yang Liu, Lihua Zhang

Inf. Fusion, 2026

UniMGS: Unifying Mesh and 3D Gaussian Splatting with Single-Pass Rasterization and Proxy-Based Deformation.

Zeyu Xiao, Mingyang Sun, Yimin Cong, Lintao Wang, Dongliang Kou, Zhenyi Wu, Dingkang Yang, Peng Zhai, Zeyu Wang, Lihua Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension.

Yue Jiang, Haiwei Xue, Minghao Han, Mingcheng Li, Xiaolu Hou, Dingkang Yang, Lihua Zhang, Xu Zheng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

MEML-GRPO: Heterogeneous Multi-Expert Mutual Learning for RLVR Advancement.

Weitao Jia, Jinghui Lu, Haiyang Yu, Siqi Wang, Guozhi Tang, An-Lan Wang, Weijie Yin, Dingkang Yang, Yuxiang Nie, Bin Shan, Hao Feng, Irene Li, Kun Yang, Han Wang, Jingqun Tang, Teng Fu, Changhong Jin, Chao Feng, Xiaohui Lv, Can Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Beyond Pixel Simulation: Pathology Image Generation via Diagnostic Semantic Tokens and Prototype Control.

Minghao Han, YiChen Liu, Yizhou Liu, Zizhi Chen, Jingqun Tang, Xuecheng Wu, Dingkang Yang, Lihua Zhang

CoRR, December, 2025

DARTs: A Dual-Path Robust Framework for Anomaly Detection in High-Dimensional Multivariate Time Series.

Xuechun Liu, Heli Sun, Xuecheng Wu, Ruichen Cao, Yunyun Shi, Dingkang Yang, Haoran Li

CoRR, December, 2025

Forging a Dynamic Memory: Retrieval-Guided Continual Learning for Generalist Medical Foundation Models.

Zizhi Chen, Yizhen Gao, Minghao Han, Yizhou Liu, Zhaoyu Chen, Dingkang Yang, Lihua Zhang

CoRR, December, 2025

FysicsWorld: A Unified Full-Modality Benchmark for Any-to-Any Understanding, Generation, and Reasoning.

Yue Jiang, Dingkang Yang, Minghao Han, Jinghang Han, Zizhi Chen, Yizhou Liu, Mingcheng Li, Peng Zhai, Lihua Zhang

CoRR, December, 2025

Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding.

Keliang Liu, Zizhi Chen, Mingcheng Li, Jingqun Tang, Dingkang Yang, Lihua Zhang

CoRR, November, 2025

ChineseVideoBench: Benchmarking Multi-modal Large Models for Chinese Video Question Answering.

Yuxiang Nie, Han Wang, Yongjie Ye, Haiyang Yu, Weitao Jia, Tao Zeng, Hao Feng, Xiang Fei, Yang Li, Xiaohui Lv, Guozhi Tang, Jingqun Tang, Jinghui Lu, Zehui Dai, Jiacong Wang, Dingkang Yang, An-Lan Wang, Can Huang

CoRR, November, 2025

V2X-RECT: An Efficient V2X Trajectory Prediction Framework via Redundant Interaction Filtering and Tracking Error Correction.

Xiangyan Kong, Xuecheng Wu, Xiongwei Zhao, Xiaodong Li, Yunyun Shi, Gang Wang, Dingkang Yang, Yang Liu, Hong Chen, Yulong Gao

CoRR, November, 2025

Improving Multimodal Sentiment Analysis via Modality Optimization and Dynamic Primary Modality Selection.

Dingkang Yang, Mingcheng Li, Xuecheng Wu, Zhaoyu Chen, Kaixun Jiang, Keliang Liu, Peng Zhai, Lihua Zhang

CoRR, November, 2025

SAIL-Embedding Technical Report: Omni-modal Embedding Foundation Model.

Lin Lin, Jiefeng Long, Zhihe Wan, Yuchi Wang, Dingkang Yang, Shuang Yang, Yueyang Yao, Xu Chen, Zirui Guo, Shengqiang Li, Weiran Li, Hanyu Li, Yaling Mou, Yan Qiu, Haiyang Yu, Xiao Liang, Hongsheng Li, Chao Feng

CoRR, October, 2025

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models.

Qihang Ma, Shengyu Li, Jie Tang, Dingkang Yang, Shaodong Chen, Yingyi Zhang, Chao Feng, Jiao Ran

CoRR, October, 2025

MedQ-Bench: Evaluating and Exploring Medical Image Quality Assessment Abilities in MLLMs.

Jiyao Liu, Jinjie Wei, Wanying Qu, Chenglong Ma, Junzhi Ning, Yunheng Li, Ying Chen, Xinzhe Luo, Pengcheng Chen, Xin Gao, Ming Hu, Huihui Xu, Xin Wang, Shujian Gao, Dingkang Yang, Zhongying Deng, Jin Ye, Lihao Liu, Junjun He, Ningsheng Xu

CoRR, October, 2025

MSCPT: Few-Shot Whole Slide Image Classification With Multi-Scale and Context-Focused Prompt Tuning.

Minghao Han, Linhao Qu, Dingkang Yang, Xukun Zhang, Xiaoying Wang, Lihua Zhang

IEEE Trans. Medical Imaging, September, 2025

RoRecomp: Enhancing Reasoning Efficiency via Rollout Response Recomposition in Reinforcement Learning.

Gang Li, Yulei Qin, Xiaoyu Tan, Dingkang Yang, Yuchen Shi, Zihan Xu, Xiang Li, Xing Sun, Ke Li

CoRR, September, 2025

Towards Comprehensive Interactive Change Understanding in Remote Sensing: A Large-scale Dataset and Dual-granularity Enhanced VLM.

Junxiao Xue, Quan Deng, Xuecheng Wu, Kelu Yao, Xinyi Yin, Fei Yu, Wei Zhou, Yanfei Zhong, Yang Liu, Dingkang Yang

CoRR, September, 2025

Reinforcement Learning Meets Large Language Models: A Survey of Advancements and Applications Across the LLM Lifecycle.

Keliang Liu, Dingkang Yang, Ziyun Qian, Weijie Yin, Yuchi Wang, Hongsheng Li, Jun Liu, Peng Zhai, Yang Liu, Lihua Zhang

CoRR, September, 2025

SAIL-VL2 Technical Report.

Weijie Yin, Yongjie Ye, Fangxun Shu, Yue Liao, Zijian Kang, Hongyuan Dong, Haiyang Yu, Dingkang Yang, Jiacong Wang, Han Wang, Wenzhuo Liu, Xiao Liang, Shuicheng Yan, Chao Feng

CoRR, September, 2025

PersonaAnimator: Personalized Motion Transfer from Unconstrained Videos.

Ziyun Qian, Runyu Xiao, Shuyuan Tu, Wei Xue, Dingkang Yang, Mingcheng Li, Dongliang Kou, Minghao Han, Zizhi Chen, Lihua Zhang

CoRR, August, 2025

eMotions: A Large-Scale Dataset and Audio-Visual Fusion Network for Emotion Analysis in Short-form Videos.

Xuecheng Wu, Dingkang Yang, Danlei Huang, Xinyi Yin, Yifan Wang, Jia Zhang, Jiayu Nie, Liangyu Fu, Yang Liu, Junxiao Xue, Hadi Amirpour, Wei Zhou

CoRR, August, 2025

SAILViT: Towards Robust and Generalizable Visual Backbones for MLLMs via Gradual Feature Refinement.

Weijie Yin, Dingkang Yang, Hongyuan Dong, Zijian Kang, Jiacong Wang, Xiao Liang, Chao Feng, Jiao Ran

CoRR, July, 2025

Robust Multi-Agent Collaborative Perception via Spatio-Temporal Awareness.

Kun Yang, Zhi Xu, Dingkang Yang, Qiang Fu, Rui Tang, Liang Song, Lihua Zhang

IEEE Trans. Circuits Syst. Video Technol., June, 2025

Learning, Reasoning, Refinement: A Framework for Kahneman's Dual-System Intelligence in GUI Agents.

Jinjie Wei, Jiyao Liu, Lihao Liu, Ming Hu, Junzhi Ning, Mingcheng Li, Weijie Yin, Junjun He, Xiao Liang, Chao Feng, Dingkang Yang

CoRR, June, 2025

LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops.

Jiyuan Fu, Kaixun Jiang, Lingyi Hong, Jinglun Li, Haijing Guo, Dingkang Yang, Zhaoyu Chen, Wenqiang Zhang

CoRR, June, 2025

AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining.

Hongyuan Dong, Dingkang Yang, Xiao Liang, Chao Feng, Jiao Ran

CoRR, June, 2025

DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and Understanding.

Yue Jiang, Jichu Li, Yang Liu, Dingkang Yang, Feng Zhou, Quyu Kong

CoRR, May, 2025

MMARD: Improving the Min-Max Optimization Process in Adversarial Robustness Distillation.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Yuanhang Wang, Lizhe Qi

CoRR, March, 2025

Boosting Adversarial Transferability with Spatial Adversarial Alignment.

Zhaoyu Chen, Haijing Guo, Kaixun Jiang, Jiyuan Fu, Xinyu Zhou, Dingkang Yang, Hao Tang, Bo Li, Wenqiang Zhang

CoRR, January, 2025

MSTDF: Motion Style Transfer Towards High Visual Fidelity Based on Dynamic Fusion.

Ziyun Qian, Dingkang Yang, Mingcheng Li, Zeyu Xiao, Lihua Zhang

IEEE Signal Process. Lett., 2025

Diverse object placement with dual interaction.

Xianhe Cheng, Peng Zhai, Dingkang Yang, Xiangrui Meng, Yang Xia, Lihua Zhang

Neurocomputing, 2025

AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining.

Hongyuan Dong, Dingkang Yang, Xiao Liang, Chao Feng, Ran Jiao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

UMSD: High Realism Motion Style Transfer via Unified Mamba-based Diffusion.

Ziyun Qian, Zeyu Xiao, Xingliang Jin, Dingkang Yang, Mingcheng Li, Zhenyi Wu, Dongliang Kou, Peng Zhai, Lihua Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

MAFD: Fine-Grained Motion Style Transfer with Adaptive Signal Fusion.

Ziyun Qian, Dingkang Yang, Mingcheng Li, Dongliang Kou, Lihua Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Guiding Inter-domain Class Balancing With Salient Features For Domain Adaptive Object Detection.

Haiming Peng, Dingkang Yang, Mingxu Wang, Weilong Lin, Xinhua Zeng

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation.

Yue Jiang, Jiawei Chen, Dingkang Yang, Mingcheng Li, Shunli Wang, Tong Wu, Ke Li, Lihua Zhang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models.

Qihang Ma, Shengyu Li, Jie Tang, Dingkang Yang, Chenshaodong, Yingyi Zhang, Chao Feng, Ran Jiao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation.

Mingcheng Li, Xiaolu Hou, Ziyang Liu, Dingkang Yang, Ziyun Qian, Jiawei Chen, Jinjie Wei, Yue Jiang, Qingyao Xu, Lihua Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MMPF: Multi-Modal Perception Framework for Abnormal Medical Condition Detection.

Chuyi Zhong, Dingkang Yang, Peng Zhai, Lihua Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators.

Dingkang Yang, Dongling Xiao, Jinjie Wei, Mingcheng Li, Zhaoyu Chen, Ke Li, Lihua Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Debiased Multimodal Understanding for Human Language Sequences.

Zhi Xu, Dingkang Yang, Mingcheng Li, Yuzheng Wang, Zhaoyu Chen, Jiawei Chen, Jinjie Wei, Lihua Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation.

Xiaolu Hou, Mingcheng Li, Dingkang Yang, Jiawei Chen, Ziyun Qian, Xiao Zhao, Yue Jiang, Jinjie Wei, Qingyao Xu, Lihua Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations.

Dingkang Yang, Mingcheng Li, Linhao Qu, Kun Yang, Peng Zhai, Song Wang, Lihua Zhang

IEEE Trans. Circuits Syst. Video Technol., December, 2024

Towards Context-Aware Emotion Recognition Debiasing From a Causal Demystification Perspective via De-Confounded Training.

Dingkang Yang, Kun Yang, Haopeng Kuang, Zhaoyu Chen, Yuzheng Wang, Lihua Zhang

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

HybridOcc: NeRF Enhanced Transformer-Based Multi-Camera 3D Occupancy Prediction.

Xiao Zhao, Bo Chen, Mingyang Sun, Dingkang Yang, Youxing Wang, Xukun Zhang, Mingcheng Li, Dongliang Kou, Xiaoyi Wei, Lihua Zhang

IEEE Robotics Autom. Lett., September, 2024

Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models.

Yang Liu, Dingkang Yang, Yan Wang, Jing Liu, Jun Liu, Azzedine Boukerche, Peng Sun, Liang Song

ACM Comput. Surv., July, 2024

MGR³Net: Multigranularity Region Relation Representation Network for Facial Expression Recognition in Affective Robots.

Yan Wang, Shaoqi Yan, Wei Song, Antonio Liotta, Jing Liu, Dingkang Yang, Shuyong Gao, Wenqiang Zhang

IEEE Trans. Ind. Informatics, May, 2024

Dual-stream framework for image-based heart infarction detection using convolutional neural networks.

Chuyi Zhong, Dingkang Yang, Shunli Wang, Shuai Huang, Lihua Zhang

Soft Comput., May, 2024

AMP-Net: Appearance-Motion Prototype Network Assisted Automatic Video Anomaly Detection System.

Yang Liu, Jing Liu, Kun Yang, Bobo Ju, Siao Liu, Yuzheng Wang, Dingkang Yang, Peng Sun, Liang Song

IEEE Trans. Ind. Informatics, February, 2024

A novel hierarchical distributed vehicular edge computing framework for supporting intelligent driving.

Kun Yang, Peng Sun, Dingkang Yang, Jieyu Lin, Azzedine Boukerche, Liang Song

Ad Hoc Networks, February, 2024

Towards Asynchronous Multimodal Signal Interaction and Fusion via Tailored Transformers.

Dingkang Yang, Haopeng Kuang, Kun Yang, Mingcheng Li, Lihua Zhang

IEEE Signal Process. Lett., 2024

CPR-CLIP: Multimodal Pre-Training for Composite Error Recognition in CPR Training.

Shunli Wang, Dingkang Yang, Peng Zhai, Lihua Zhang

IEEE Signal Process. Lett., 2024

Boosting the transferability of adversarial attacks with global momentum initialization.

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Pinxue Guo, Haijing Guo, Wenqiang Zhang

Expert Syst. Appl., 2024

Memory-enhanced spatial-temporal encoding framework for industrial anomaly detection system.

Yang Liu, Bobo Ju, Dingkang Yang, Liyuan Peng, Di Li, Peng Sun, Chengfang Li, Hao Yang, Jing Liu, Liang Song

Expert Syst. Appl., 2024

Expression guided medical condition detection via the Multi-Medical Condition Image Dataset.

Chuyi Zhong, Dingkang Yang, Shunli Wang, Peng Zhai, Lihua Zhang

Eng. Appl. Artif. Intell., 2024

Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics.

Minghao Han, Dingkang Yang, Jiabei Cheng, Xukun Zhang, Linhao Qu, Zizhi Chen, Lihua Zhang

CoRR, 2024

MedAide: Towards an Omni Medical Aide via Specialized LLM-based Multi-Agent Collaboration.

Jinjie Wei, Dingkang Yang, Yanshu Li, Qingyao Xu, Zhaoyu Chen, Mingcheng Li, Yue Jiang, Xiaolu Hou, Lihua Zhang

CoRR, 2024

PhysHand: A Hand Simulation Model with Physiological Geometry, Physical Deformation, and Accurate Contact Handling.

Mingyang Sun, Dongliang Kou, Ruisheng Yuan, Dingkang Yang, Peng Zhai, Xiao Zhao, Yang Jiang, Xiong Li, Jingchen Li, Lihua Zhang

CoRR, 2024

Faster Diffusion Action Segmentation.

Shuaibing Wang, Shunli Wang, Mingcheng Li, Dingkang Yang, Haopeng Kuang, Ziyun Qian, Lihua Zhang

CoRR, 2024

Skip and Skip: Segmenting Medical Images with Prompts.

Jiawei Chen, Dingkang Yang, Yuxuan Lei, Lihua Zhang

CoRR, 2024

MedThink: Inducing Medical Large-scale Visual Language Models to Hallucinate Less by Thinking More.

Yue Jiang, Jiawei Chen, Dingkang Yang, Mingcheng Li, Shunli Wang, Tong Wu, Ke Li, Lihua Zhang

CoRR, 2024

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models.

Jiawei Chen, Dingkang Yang, Tong Wu, Yue Jiang, Xiaolu Hou, Mingcheng Li, Shunli Wang, Dongling Xiao, Ke Li, Lihua Zhang

CoRR, 2024

SMCD: High Realism Motion Style Transfer via Mamba-based Diffusion.

Ziyun Qian, Zeyu Xiao, Zhenyi Wu, Dingkang Yang, Mingcheng Li, Shunli Wang, Shuaibing Wang, Dongliang Kou, Lihua Zhang

CoRR, 2024

Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models.

Jiawei Chen, Dingkang Yang, Yue Jiang, Mingcheng Li, Jinjie Wei, Xiaolu Hou, Lihua Zhang

CoRR, 2024

Towards Multimodal Human Intention Understanding Debiasing via Subject-Deconfounding.

Dingkang Yang, Dongling Xiao, Ke Li, Yuzheng Wang, Zhaoyu Chen, Jinjie Wei, Lihua Zhang

CoRR, 2024

Delving into Decision-based Black-box Attacks on Semantic Segmentation.

Zhaoyu Chen, Zhengyang Shan, Jingwen Chang, Kaixun Jiang, Dingkang Yang, Yiting Cheng, Wenqiang Zhang

CoRR, 2024

MISS: A Generative Pretraining and Finetuning Approach for Med-VQA.

Jiawei Chen, Dingkang Yang, Yue Jiang, Yuxuan Lei, Lihua Zhang

CoRR, 2024

Towards heart infarction detection via image-based dataset and three-stream fusion framework.

Chuyi Zhong, Dingkang Yang, Shunli Wang, Lihua Zhang

Comput. Commun., 2024

PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications.

Dingkang Yang, Jinjie Wei, Dongling Xiao, Shunli Wang, Tong Wu, Gang Li, Mingcheng Li, Shuaibing Wang, Jiawei Chen, Yue Jiang, Qingyao Xu, Ke Li, Peng Zhai, Lihua Zhang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning.

Mingcheng Li, Dingkang Yang, Yang Liu, Shunli Wang, Jiawei Chen, Shuaibing Wang, Jinjie Wei, Yue Jiang, Qingyao Xu, Xiaolu Hou, Mingyang Sun, Ziyun Qian, Dongliang Kou, Lihua Zhang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation.

Xiao Zhao, Xukun Zhang, Dingkang Yang, Mingyang Sun, Mingcheng Li, Shunli Wang, Lihua Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Sampling to Distill: Knowledge Transfer from Open-World Data.

Yuzheng Wang, Zhaoyu Chen, Jie Zhang, Dingkang Yang, Zuhao Ge, Yang Liu, Siao Liu, Yunquan Sun, Wenqiang Zhang, Lizhe Qi

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

IF-Garments: Reconstructing Your Intersection-Free Multi-Layered Garments from Monocular Videos.

Mingyang Sun, Qipeng Yan, Zhuoer Liang, Dongliang Kou, Dingkang Yang, Ruisheng Yuan, Xiao Zhao, Mingcheng Li, Lihua Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Models.

Jiawei Chen, Dingkang Yang, Yue Jiang, Mingcheng Li, Jinjie Wei, Xiaolu Hou, Lihua Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Can LLMs' Tuning Methods Work in Medical Multimodal Domain?

Jiawei Chen, Yue Jiang, Dingkang Yang, Mingcheng Li, Jinjie Wei, Ziyun Qian, Lihua Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MDRPC: Music-Driven Robot Primitives Choreography.

Haiyang Guan, Xiaoyi Wei, Weifan Long, Dingkang Yang, Peng Zhai, Lihua Zhang

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

T-GET3D: A Generative Model of High-Quality 3D Textured Shapes Guided by Texts.

Xinxin Shi, Ye Lin, Xianhe Cheng, Peixuan Zhang, Dingkang Yang, Lihua Zhang

Proceedings of the Neural Information Processing - 31st International Conference, 2024

IIPC: Intra-Inter Patch Correlations for Garment Collision Handling.

Ruisheng Yuan, Minzhe Tang, Dongliang Kou, Mingyang Sun, Dingkang Yang, Xiao Zhao, Lihua Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images.

Minghao Han, Xukun Zhang, Dingkang Yang, Tao Liu, Haopeng Kuang, Jinghui Feng, Lihua Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

MISS: A Generative Pre-training and Fine-Tuning Approach for Med-VQA.

Jiawei Chen, Dingkang Yang, Yue Jiang, Yuxuan Lei, Lihua Zhang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Align Before Collaborate: Mitigating Feature Misalignment for Robust Multi-agent Perception.

Kun Yang, Dingkang Yang, Ke Li, Dongling Xiao, Zedian Shao, Peng Sun, Liang Song

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Multimodal Sentiment Analysis Debiasing via Bias Purification.

Dingkang Yang, Mingcheng Li, Dongling Xiao, Yang Liu, Kun Yang, Zhaoyu Chen, Yuzheng Wang, Peng Zhai, Ke Li, Lihua Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

Self-cooperation Knowledge Distillation for Novel Class Discovery.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Yunquan Sun, Lizhe Qi

Proceedings of the Computer Vision - ECCV 2024, 2024

Pathology-Knowledge Enhanced Multi-instance Prompt Learning for Few-Shot Whole Slide Image Classification.

Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang

Proceedings of the Computer Vision - ECCV 2024, 2024

Robust Emotion Recognition in Context Debiasing.

Dingkang Yang, Kun Yang, Mingcheng Li, Shunli Wang, Shuaibing Wang, Lihua Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

De-Confounded Data-Free Knowledge Distillation for Handling Distribution Shifts.

Yuzheng Wang, Dingkang Yang, Zhaoyu Chen, Yang Liu, Siao Liu, Wenqiang Zhang, Lihua Zhang, Lizhe Qi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities.

Mingcheng Li, Dingkang Yang, Xiao Zhao, Shuaibing Wang, Yan Wang, Kun Yang, Mingyang Sun, Dongliang Kou, Ziyun Qian, Lihua Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CPR-Coach: Recognizing Composite Error Actions Based on Single-Class Training.

Shunli Wang, Shuaibing Wang, Dingkang Yang, Mingcheng Li, Haopeng Kuang, Xiao Zhao, Liuzhen Su, Peng Zhai, Lihua Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Code Optimization Chain-of-Thought: Structured Understanding and Self-Checking.

Qingyao Xu, Dingkang Yang, Lihua Zhang

Proceedings of the 2024 4th International Conference on Artificial Intelligence, 2024

Large Vision-Language Models as Emotion Recognizers in Context Awareness.

Yuxuan Lei, Dingkang Yang, Zhaoyu Chen, Jiawei Chen, Peng Zhai, Lihua Zhang

Proceedings of the Asian Conference on Machine Learning, 2024

SceneWeaver: Text-Driven Scene Generation with Geometry-aware Gaussian Splatting.

Xiaolu Hou, Mingcheng Li, Jiawei Chen, Dingkang Yang, Ziyun Qian, Lihua Zhang

Proceedings of the Asian Conference on Machine Learning, 2024

Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Pinxue Guo, Kaixun Jiang, Wenqiang Zhang, Lizhe Qi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities.

Mingcheng Li, Dingkang Yang, Yuxuan Lei, Shunli Wang, Shuaibing Wang, Liuzhen Su, Kun Yang, Yuzheng Wang, Mingyang Sun, Lihua Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Stochastic video normality network for abnormal event detection in surveillance videos.

Yang Liu, Dingkang Yang, Gaoyun Fang, Yuzheng Wang, Donglai Wei, Mengyang Zhao, Kai Cheng, Jing Liu, Liang Song

Knowl. Based Syst., November, 2023

Target and source modality co-reinforcement for emotion understanding from asynchronous multimodal sequences.

Dingkang Yang, Yang Liu, Can Huang, Mingcheng Li, Xiao Zhao, Yuzheng Wang, Kun Yang, Yan Wang, Peng Zhai, Lihua Zhang

Knowl. Based Syst., April, 2023

Towards Robust Multimodal Sentiment Analysis Under Uncertain Signal Missing.

Mingcheng Li, Dingkang Yang, Lihua Zhang

IEEE Signal Process. Lett., 2023

CPR-Coach: Recognizing Composite Error Actions based on Single-class Training.

Shunli Wang, Qing Yu, Shuaibing Wang, Dingkang Yang, Liuzhen Su, Xiao Zhao, Haopeng Kuang, Peixuan Zhang, Peng Zhai, Lihua Zhang

CoRR, 2023

Human 3D Avatar Modeling with Implicit Neural Representation: A Brief Survey.

Mingyang Sun, Dingkang Yang, Dongliang Kou, Yang Jiang, Weihua Shan, Zhe Yan, Lihua Zhang

CoRR, 2023

Efficient Decision-based Black-box Patch Attacks on Video Recognition.

Kaixun Jiang, Zhaoyu Chen, Tony Huang, Jiafeng Wang, Dingkang Yang, Bo Li, Yan Wang, Wenqiang Zhang

CoRR, 2023

Model Robustness Meets Data Privacy: Adversarial Robustness Distillation without Original Data.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Pinxue Guo, Kaixun Jiang, Wenqiang Zhang, Lizhe Qi

CoRR, 2023

Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models.

Yang Liu, Dingkang Yang, Yan Wang, Jing Liu, Liang Song

CoRR, 2023

How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception.

Dingkang Yang, Kun Yang, Yuzheng Wang, Jing Liu, Zhi Xu, Rongbin Yin, Peng Zhai, Lihua Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

What2comm: Towards Communication-efficient Collaborative Perception via Feature Decoupling.

Kun Yang, Dingkang Yang, Jingyu Zhang, Hanqi Wang, Peng Sun, Liang Song

Proceedings of the 31st ACM International Conference on Multimedia, 2023

FE-YOLOv5: Improved YOLOv5 Network for Multi-scale Drone-Captured Scene Detection.

Chen Zhao, Zhe Yan, Zhiyan Dong, Dingkang Yang, Lihua Zhang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

HandGCAT: Occlusion-Robust 3D Hand Mesh Reconstruction from Monocular Images.

Shuaibing Wang, Shunli Wang, Dingkang Yang, Mingcheng Li, Ziyun Qian, Liuzhen Su, Lihua Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception.

Kun Yang, Dingkang Yang, Jingyu Zhang, Mingcheng Li, Yang Liu, Jing Liu, Hanqi Wang, Peng Sun, Liang Song

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception.

Dingkang Yang, Shuai Huang, Zhi Xu, Zhenpeng Li, Shunli Wang, Mingcheng Li, Yuzheng Wang, Yang Liu, Kun Yang, Zhaoyu Chen, Yan Wang, Jing Liu, Peixuan Zhang, Peng Zhai, Lihua Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Improving Generalization in Visual Reinforcement Learning via Conflict-aware Gradient Agreement Augmentation.

Siao Liu, Zhaoyu Chen, Yang Liu, Yuzheng Wang, Dingkang Yang, Zhile Zhao, Ziqing Zhou, Xie Yi, Wei Li, Wenqiang Zhang, Zhongxue Gan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Efficient Decision-based Black-box Patch Attacks on Video Recognition.

Kaixun Jiang, Zhaoyu Chen, Hao Huang, Jiafeng Wang, Dingkang Yang, Bo Li, Yan Wang, Wenqiang Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

D-CONFORMER: Deformable Sparse Transformer Augmented Convolution for Voxel-Based 3D Object Detection.

Xiao Zhao, Liuzhen Su, Xukun Zhang, Dingkang Yang, Mingyang Sun, Shunli Wang, Peng Zhai, Lihua Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

A Novel Efficient Multi-View Traffic-Related Object Detection Framework.

Kun Yang, Jing Liu, Dingkang Yang, Hanqi Wang, Peng Sun, Yanni Zhang, Yan Liu, Liang Song

Proceedings of the IEEE International Conference on Acoustics, 2023

Adversarial Contrastive Distillation with Adaptive Denoising.

Yuzheng Wang, Zhaoyu Chen, Dingkang Yang, Yang Liu, Siao Liu, Wenqiang Zhang, Lizhe Qi

Proceedings of the IEEE International Conference on Acoustics, 2023

MSN-net: Multi-Scale Normality Network for Video Anomaly Detection.

Yang Liu, Di Li, Wei Zhu, Dingkang Yang, Jing Liu, Liang Song

Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Simultaneous Segmentation Of Liver Tumors And Intrahepatic Vessels Via Cross-Attention Mechanism.

Haopeng Kuang, Dingkang Yang, Shunli Wang, Xiaoying Wang, Lihua Zhang

Proceedings of the IEEE International Conference on Acoustics, 2023

Context De-Confounded Emotion Recognition.

Dingkang Yang, Zhaoyu Chen, Yuzheng Wang, Shunli Wang, Mingcheng Li, Siao Liu, Xiao Zhao, Shuai Huang, Zhiyan Dong, Peng Zhai, Lihua Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Text-Oriented Modality Reinforcement Network for Multimodal Sentiment Analysis from Unaligned Multimodal Sequences.

Yuxuan Lei, Dingkang Yang, Mingcheng Li, Shunli Wang, Jiawei Chen, Lihua Zhang

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

Contextual and Cross-Modal Interaction for Multi-Modal Speech Emotion Recognition.

Dingkang Yang, Shuai Huang, Yang Liu, Lihua Zhang

IEEE Signal Process. Lett., 2022

Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization.

Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Yan Wang, Wenqiang Zhang

CoRR, 2022

A Survey of Video-based Action Quality Assessment.

Shunli Wang, Dingkang Yang, Peng Zhai, Qing Yu, Tao Suo, Zhan Sun, Ka Li, Lihua Zhang

CoRR, 2022

Learning Modality-Specific and -Agnostic Representations for Asynchronous Multimodal Language Sequences.

Dingkang Yang, Haopeng Kuang, Shuai Huang, Lihua Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Disentangled Representation Learning for Multimodal Emotion Recognition.

Dingkang Yang, Shuai Huang, Haopeng Kuang, Yangtao Du, Lihua Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CA-SpaceNet: Counterfactual Analysis for 6D Pose Estimation in Space.

Shunli Wang, Shuaibing Wang, Bo Jiao, Dingkang Yang, Liuzhen Su, Peng Zhai, Chixiao Chen, Lihua Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Learning Appearance-Motion Normality for Video Anomaly Detection.

Yang Liu, Jing Liu, Mengyang Zhao, Dingkang Yang, Xiaoguang Zhu, Liang Song

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Emotion Recognition for Multiple Context Awareness.

Dingkang Yang, Shuai Huang, Shunli Wang, Yang Liu, Peng Zhai, Liuzhen Su, Mingcheng Li, Lihua Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

IVSA: Facial Expression Recognition Method with Salient Attention.

Shuai Huang, Dingkang Yang, Chuyi Zhong, Lihua Zhang

Proceedings of the 4th International Conference on Artificial Intelligence and Advanced Manufacturing, 2022

Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint.

Peng Zhai, Jie Luo, Zhiyan Dong, Lihua Zhang, Shunli Wang, Dingkang Yang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

TSA-Net: Tube Self-Attention Network for Action Quality Assessment.

Shunli Wang, Dingkang Yang, Peng Zhai, Chixiao Chen, Lihua Zhang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Associative Representation for Facial Expression Recognition.

Yangtao Du, Dingkang Yang, Peng Zhai, Mingchen Li, Lihua Zhang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021