Xinyang Jiang

Senior Researcher

Publications

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- ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  IEEE Transactions on Image Processing | March 2026, Vol 35: pp. 2714-2726
  
  DOI Publication
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | March 2025
  
  DOI Publication
- Disentangled Prompt Representation for Domain Generalization
  
  De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao
  
  CVPR 2024 | May 2024
  
  Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  AAAI 2024 | December 2023
  
  DOI Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
  
  Yansen Wang, Kan Ren, Xinyang Jiang, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
  
  ICML 2023 | August 2023
  
  Publication
- Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism
  
  Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
  
  ICASSP 23 | June 2023
  
  Author's Version
- EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark
  
  Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Spotlight
  
  Publication
- SIMPLE: Specialized Model-Sample Matching for Domain Generalization
  
  Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- RendNet: Unified 2D/3D Recognizer With Latent Space Rendering
  
  Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
  
  CVPR 2022 | June 2022
  
  Publication
- Recognizing Vector Graphics without Rasterization
  
  Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
  
  NeurIPS 2021 | December 2021
  
  Publication

- ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  IEEE Transactions on Image Processing | March 2026, Vol 35: pp. 2714-2726
  
  DOI Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Disentangled Prompt Representation for Domain Generalization
  
  De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao
  
  CVPR 2024 | May 2024
  
  Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- RendNet: Unified 2D/3D Recognizer With Latent Space Rendering
  
  Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
  
  CVPR 2022 | June 2022
  
  Publication
- Recognizing Vector Graphics without Rasterization
  
  Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
  
  NeurIPS 2021 | December 2021
  
  Publication
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  Publication
- Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | March 2025
  
  DOI Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  AAAI 2024 | December 2023
  
  DOI Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
  
  Yansen Wang, Kan Ren, Xinyang Jiang, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
  
  ICML 2023 | August 2023
  
  Publication
- Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism
  
  Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
  
  ICASSP 23 | June 2023
  
  Author's Version
- EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark
  
  Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Spotlight
  
  Publication
- SIMPLE: Specialized Model-Sample Matching for Domain Generalization
  
  Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication
- Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism
  
  Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
  
  ICASSP 23 | June 2023
  
  Author's Version
- EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark
  
  Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Spotlight
  
  Publication
- SIMPLE: Specialized Model-Sample Matching for Domain Generalization
  
  Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version

- ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  IEEE Transactions on Image Processing | March 2026, Vol 35: pp. 2714-2726
  
  DOI Publication
- Online Video Super-Resolution with Convolutional Kernel Bypass Graft
  
  Jun Xiao, Xinyang Jiang, Ningxin Zheng, Huan Yang, Yifan Yang, Yuqing Yang, Dongsheng Li, Kin-Man Lam
  
  IEEE Transactions on Multimedia | February 2023
  
  Publication Project
- Reasoning-Driven Multimodal LLM for Domain Generalization
  
  Zhipeng Xu, Zilong Wang, Xinyang Jiang, Dongsheng Li, De Cheng, Nannan Wang
  
  February 2026
  
  Publication
- VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution
  
  Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang
  
  The Eighth Annual Conference on Machine Learning and Systems | May 2025
  
  Publication
- Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts
  
  Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao
  
  ICLR 2026 | March 2025
  
  DOI Publication
- Disentangled Prompt Representation for Domain Generalization
  
  De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao
  
  CVPR 2024 | May 2024
  
  Publication
- Understanding and Improving Training-free Loss-based Diffusion Guidance
  
  Yifei Shen, Xinyang Jiang, Yezhen Wang, Yifan Yang, Dongqi Han, Dongsheng Li
  
  NeurIPS 2024 | March 2024
  
  Publication
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models
  
  Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao
  
  AAAI 2024 | December 2023
  
  DOI Publication
- Attentive Mask CLIP
  
  Yifan Yang, Houwen Peng, Xinyang Jiang, Huiqiang Jiang, Yuqing Yang, Lili Qiu
  
  2023 International Conference on Computer Vision | October 2023
  
  Publication
- CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
  
  Yansen Wang, Kan Ren, Xinyang Jiang, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
  
  ICML 2023 | August 2023
  
  Publication
- Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism
  
  Jiaqi Gao, Xinyang Jiang, Yuqing Yang, Dongsheng Li, Lili Qiu
  
  ICASSP 23 | June 2023
  
  Author's Version
- EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark
  
  Shuguang Dou, Xinyang Jiang, Cairong Zhao, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Spotlight
  
  Publication
- SIMPLE: Specialized Model-Sample Matching for Domain Generalization
  
  Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li
  
  ICLR 23 | May 2023
  
  Publication
- Towards Inference Efficient Deep Ensemble Learning
  
  Ziyue Li, Kan Ren, Yifan Yang, Xinyang Jiang, Yuqing Yang, Dongsheng Li
  
  AAAI 23 | February 2023
  
  Author's Version
- Similarity Distribution based Membership Inference Attack on Person Re-identification
  
  Junyao Gao, Xinyang Jiang, Huishuai Zhang, Yifan Yang, Shuguang Dou, Dongsheng Li, Duoqian Miao, Cheng Deng, Cairong Zhao
  
  AAAI 2023 | February 2023
  
  Author's Version
- RendNet: Unified 2D/3D Recognizer With Latent Space Rendering
  
  Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li
  
  CVPR 2022 | June 2022
  
  Publication
- Recognizing Vector Graphics without Rasterization
  
  Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li
  
  NeurIPS 2021 | December 2021
  
  Publication
- Large Multimodal Model for Real-World Radiology Report Generation
  
  Brian Nlong Zhao, Xinyang Jiang, Xufang Luo, Yifan Yang, Bo Li, Zilong Wang, Javier Alvarez-Valle, Matthew P. Lungren, Dongsheng Li, Lili Qiu
  
  December 2023
  
  Publication

Xinyang Jiang

Publications

ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding

Reasoning-Driven Multimodal LLM for Domain Generalization

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts

Disentangled Prompt Representation for Domain Generalization

Understanding and Improving Training-free Loss-based Diffusion Guidance

Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models

Large Multimodal Model for Real-World Radiology Report Generation

Attentive Mask CLIP

CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling

Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism

EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark

SIMPLE: Specialized Model-Sample Matching for Domain Generalization

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Similarity Distribution based Membership Inference Attack on Person Re-identification

Towards Inference Efficient Deep Ensemble Learning

RendNet: Unified 2D/3D Recognizer With Latent Space Rendering

Recognizing Vector Graphics without Rasterization

ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Disentangled Prompt Representation for Domain Generalization

Understanding and Improving Training-free Loss-based Diffusion Guidance

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Similarity Distribution based Membership Inference Attack on Person Re-identification

RendNet: Unified 2D/3D Recognizer With Latent Space Rendering

Recognizing Vector Graphics without Rasterization

Reasoning-Driven Multimodal LLM for Domain Generalization

Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts

Understanding and Improving Training-free Loss-based Diffusion Guidance

Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models

Large Multimodal Model for Real-World Radiology Report Generation

Attentive Mask CLIP

CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling

Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism

EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark

SIMPLE: Specialized Model-Sample Matching for Domain Generalization

Towards Inference Efficient Deep Ensemble Learning

Similarity Distribution based Membership Inference Attack on Person Re-identification

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Large Multimodal Model for Real-World Radiology Report Generation

Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism

EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark

SIMPLE: Specialized Model-Sample Matching for Domain Generalization

Towards Inference Efficient Deep Ensemble Learning

ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding

Online Video Super-Resolution with Convolutional Kernel Bypass Graft

Reasoning-Driven Multimodal LLM for Domain Generalization

VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution

Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts

Disentangled Prompt Representation for Domain Generalization

Understanding and Improving Training-free Loss-based Diffusion Guidance

Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models

Attentive Mask CLIP

CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling

Unsupervised Video Anomaly Detection for Stereotypical Behaviours in Autism

EA-HAS-Bench: Energy-aware Hyperparameter and Architecture Search Benchmark

SIMPLE: Specialized Model-Sample Matching for Domain Generalization

Towards Inference Efficient Deep Ensemble Learning

Similarity Distribution based Membership Inference Attack on Person Re-identification

RendNet: Unified 2D/3D Recognizer With Latent Space Rendering

Recognizing Vector Graphics without Rasterization

Large Multimodal Model for Real-World Radiology Report Generation