Xinyu Tian

75 papers A* 4A 2B 1C 1Journal 61Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey on deep learning enabled automatic modulation classification methods: Data representations, model structures, and regularization techniques.
Signal Process.
Xinyu Tian, Qinghe Zheng, Binglin Li, Dali Qiao, Kan Yu, Zhiqing Wei, Bin Li, Hao Jiang, Xingwang Li, Yun Lin, Guan Gui
2026 J jnl
Generative Score Inference for Multimodal Data.
CoRR
Xinyu Tian, Xiaotong Shen
2026 J jnl
Manifold-Aligned Generative Transport.
CoRR
Xinyu Tian, Xiaotong Shen
2025 J jnl
A Massive MIMO Channel Estimation Method Based on Hybrid Deep Learning Model With Regularization Techniques.
Int. J. Intell. Syst.
Xinyu Tian, Qinghe Zheng
2025 J jnl
A Survey of Artificial Intelligence Enabled Channel Estimation Methods: Recent Advance, Performance, and Outlook.
Artif. Intell. Rev.
Binglin Li, Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Guan Gui, Weiwei Jiang, Hongjiang Lei, Jing Jiang, Feng Shu, Abdussalam Elhanashi, Sergio Saponara
2025 A* conf
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition.
ICLR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Jing Zhang
2025 J jnl
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition.
CoRR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Jing Zhang
2025 J jnl
CACP: Covariance-Aware Cross-Domain Prototypes for Domain Adaptive Semantic Segmentation.
IEEE Trans. Multim.
Yanbing Xue, Xinyu Tian, Feifei Zhang, Xianbin Wen, Zan Gao, Shengyong Chen
2025 J jnl
Conditional Data Synthesis Augmentation.
CoRR
Xinyu Tian, Xiaotong Shen
2025 J jnl
Construction of low-hit-zone frequency-hopping sequence sets with strictly optimal partial Hamming correlation based on Chinese Remainder Theorem.
Cryptogr. Commun.
Xinyu Tian, Hongyu Han, Udaya Parampalli
2025 J jnl
Event-triggered stabilizing control for linear switched singular systems with dynamic quantization.
Comput. Appl. Math.
Xiaohuan Wang, Chunyan Wang, Xinyu Tian
2025 J jnl
Fault Diagnosis of Semi-Supervised Electromechanical Transmission Systems Under Imbalanced Unlabeled Sample Class Information Screening.
Entropy
Chaoge Wang, Pengpeng Jia, Xinyu Tian, Xiaojing Tang, Xiong Hu, Hongkun Li
2025 J jnl
Few Tokens Matter: Entropy Guided Attacks on Vision-Language Models.
CoRR
Mengqi He, Xinyu Tian, Xin Shen, Jinhong Ni, Shu Zou, Zhaoyuan Yang, Jing Zhang
2025 J jnl
Generative Distribution Prediction: A Unified Approach to Multimodal Learning.
CoRR
Xinyu Tian, Xiaotong Shen
2025 J jnl
Generative Transformer for Accurate and Reliable Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yuxin Mao, Jing Zhang, Zhexiong Wan, Xinyu Tian, Aixuan Li, Yunqiu Lv, Yuchao Dai
2025 A conf
IRSTS Generalist: Improving Generalization in Infrared Small Target Segmentation Using One Shot.
ICME
Bingbing Dan, Xinyu Tian, Meihui Li, Tao Tang, Jing Zhang
2025 A* conf
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models.
CVPR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Jing Zhang
2025 J jnl
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models.
CoRR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Jing Zhang
2025 J jnl
Joint UL-DL Power Allocation for Massive MIMO URLLC IoT Networks: A Comparative Study of Different Pilot Patterns.
IEEE Trans. Wirel. Commun.
Liang Sun, Xinyu Tian, Yuanwei Liu, Liqun Yang
2025 J jnl
MSAN-Net: An End-to-End Multi-Scale Attention Network for Universal Industrial Defect Detection.
IEEE Access
Zelu Wang, Ming Luo, Xinghe Xie, Yue Sun, Xinyu Tian, Zhengxuan Chen, Junwei Xie, Qinquan Gao, Tong Tong, Yue Liu, Tao Tan
2025 J jnl
More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models.
CoRR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Fabian Waschkowski, Lukas Wesemann, Peter H. Tu, Jing Zhang
2025 J jnl
New Bounds for Aperiodic Wide-Gap Frequency Hopping Sequences.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Xinyu Tian, Hongyu Han, Limengnan Zhou, Hanzhou Wu
2025 J jnl
Performance Analysis and Optimization of NOMA URLLC Systems With Imperfect CSI.
IEEE Trans. Veh. Technol.
Liang Sun, Xinyu Tian, Yuanwei Liu, Wei Wang
2025 J jnl
Recent Advances in Automatic Modulation Classification Technology: Methods, Results, and Prospects.
Int. J. Intell. Syst.
Qinghe Zheng, Xinyu Tian, Lisu Yu, Abdussalam Elhanashi, Sergio Saponara
2025 J jnl
Reconstruction error based implicit regularization method and its engineering application to lung cancer diagnosis.
Eng. Appl. Artif. Intell.
Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Shuang Han, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2025 J jnl
Reliability modeling and evaluation for degradation data with heterogeneous initiation time.
Commun. Stat. Simul. Comput.
Kai Song, Xinyu Tian, Xiaoyue Xie
2025 J jnl
Rethinking the multi-scale feature hierarchy in object detection transformer (DETR).
Appl. Soft Comput.
Fanglin Liu, Qinghe Zheng, Xinyu Tian, Feng Shu, Weiwei Jiang, Miaohui Wang, Abdussalam Elhanashi, Sergio Saponara
2025 J jnl
Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function.
Eng. Appl. Artif. Intell.
Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Mingqiang Yang, Abdussalam Elhanashi, Sergio Saponara
2025 — conf
SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models.
AI (1)
Shu Zou, Xinyu Tian, Qinyu Zhao, Zhaoyuan Yang, Jing Zhang
2025 J jnl
SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models.
CoRR
Shu Zou, Xinyu Tian, Qinyu Zhao, Zhaoyuan Yang, Jing Zhang
2025 J jnl
Simple Radiology VLLM Test-time Scaling with Thought Graph Traversal.
CoRR
Yue Yao, Zelin Wen, Yan Tong, Xinyu Tian, Xuqing Li, Xiao Ma, Dongliang Xu, Tom Gedeon
2025 J jnl
Speech Translation Refinement using Large Language Models.
CoRR
Huaixia Dou, Xinyu Tian, Xinglin Lyu, Jie Zhu, Junhui Li, Lifan Guo
2025 J jnl
Unlocking Vision-Language Models for Video Anomaly Detection via Fine-Grained Prompting.
CoRR
Shu Zou, Xinyu Tian, Lukas Wesemann, Fabian Waschkowski, Zhaoyuan Yang, Jing Zhang
2024 J jnl
A Deep Convolutional Autoencoder-Enabled Channel Estimation Method in Intelligent Wireless Communication Systems.
Int. J. Intell. Syst.
Xinyu Tian
2024 J jnl
A general Seeds-Counting pipeline using deep-learning model.
Pattern Anal. Appl.
Zeonlung Pun, Xinyu Tian, Shan Gao
2024 C conf
An Optimized Architecture for Computing the Square Root of Complex Numbers.
ISCAS
Yu Wang, Haoyu Zhang, Wei Hu, Xin Zhang, Xinyu Tian, Fei Lyu, Yuanyong Luo
2024 J jnl
Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction.
Expert Syst. Appl.
Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Bo Jin, Nan Jiang, Yao Ding, Mingqiang Yang, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2024 A* conf
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models.
CVPR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Jing Zhang
2024 J jnl
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver.
CoRR
Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
2024 J jnl
Enhancing Accuracy in Generative Models via Knowledge Transfer.
CoRR
Xinyu Tian, Xiaotong Shen
2024 J jnl
Enhancing Multi-Hop Knowledge Graph Reasoning through Reward Shaping Techniques.
CoRR
Chen Li, Haotian Zheng, Yiping Sun, Cangqing Wang, Liqiang Yu, Che Chang, Xinyu Tian, Bo Liu
2024 J jnl
Event-triggered control for a class of switched linear systems with actuator saturation and denial-of-service attacks.
J. Frankl. Inst.
Xinyu Tian, Chunyan Wang, Zhengrong Xiang, Xiaohuan Wang
2024 J jnl
Integrating Generative AI into Financial Market Prediction for Improved Decision Making.
CoRR
Chang Che, Zengyi Huang, Chen Li, Haotian Zheng, Xinyu Tian
2024 J jnl
Intellectual Capital, Board Diversity, and Firms' Financial Performance: A Complex System Perspective.
Syst.
Yu Gao, Xinyu Tian, Jian Xu
2024 J jnl
MURE: Multi-layer real-time livestock management architecture with unmanned aerial vehicles using deep reinforcement learning.
Future Gener. Comput. Syst.
Xinyu Tian, Mahbuba Afrin, Sajib Mistry, Md. Redowan Mahmud, Aneesh Krishna, Yan Li
2024 J jnl
OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments.
CoRR
Yinan Deng, Jiahui Wang, Jingyu Zhao, Xinyu Tian, Guangyan Chen, Yi Yang, Yufeng Yue
2024 J jnl
OpenGraph: Open-Vocabulary Hierarchical 3D Graph Representation in Large-Scale Outdoor Environments.
IEEE Robotics Autom. Lett.
Yinan Deng, Jiahui Wang, Jingyu Zhao, Xinyu Tian, Guangyan Chen, Yi Yang, Yufeng Yue
2024 J jnl
Towards a Unified Network for Robust Monocular Depth Estimation: Network Architecture, Training Strategy and Dataset.
Int. J. Comput. Vis.
Mochu Xiang, Yuchao Dai, Feiyu Zhang, Jiawei Shi, Xinyu Tian, Zhensong Zhang
2024 J jnl
Type synthesis and trajectory planning of 5-DOF redundantly actuated parallel robots with large output rotational angles for large workpieces.
Robotica
Bingshan Jiang, Guanyu Huang, Shiqiang Zhu, Hairong Fang, Xinyu Tian, Anhuan Xie, Lan Zhang, Pengyu Zhao, Jason Jianjun Gu, Lingyu Kong
2023 — conf
A Pedestrian Detection Method Based on YOLOv7 Model.
ApplePies
Binglin Li, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
2023 J jnl
A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data.
Big Data Cogn. Comput.
Xinyu Tian, Qinghe Zheng, Zhiguo Yu, Mingqiang Yang, Yao Ding, Abdussalam Elhanashi, Sergio Saponara, Kidiyo Kpalma
2023 J jnl
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models.
CoRR
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Jing Zhang
2023 — conf
Car Recognition Based on HOG Feature and SVM Classifier.
ApplePies
Xuanming Zhu, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara, Pierpaolo Dini
2023 J jnl
Construction of Near-Optimal Frequency Hopping Sequence Set with Low-Hit-Zone.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Xinyu Tian, Hongyu Han, Limengnan Zhou, Hanzhou Wu
2023 J jnl
Construction of Optimal Frequency Hopping Sequence Set with Low-Hit-Zone.
Entropy
Xinyu Tian, Hongyu Han, Xianhua Niu, Xing Liu
2023 J jnl
DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization.
Eng. Appl. Artif. Intell.
Qinghe Zheng, Xinyu Tian, Zhiguo Yu, Hongjun Wang, Abdussalam Elhanashi, Sergio Saponara
2023 — conf
Dynamic Capture Algorithm Based on Visual Background Extractor (Vibe).
ApplePies
Dali Qiao, Qinghe Zheng, Xinyu Tian, Abdussalam Elhanashi, Sergio Saponara
2023 J jnl
Integrated and Lightweight Design of Electro-hydraulic Ankle Prosthesis.
CoRR
Yi Wei, Xingjian Wang, Xinyu Tian, Shaoping Wang, Rujun Jia
2023 A* conf
Modeling the Distributional Uncertainty for Salient Object Detection Models.
CVPR
Xinyu Tian, Jing Zhang, Mochu Xiang, Yuchao Dai
2023 J jnl
Training with Product Digital Twins for AutoRetail Checkout.
CoRR
Yue Yao, Xinyu Tian, Zheng Tang, Sujit Biswas, Huan Lei, Tom Gedeon, Liang Zheng
2022 — conf
A General Divergence Modeling Strategy for Salient Object Detection.
ACCV (7)
Xinyu Tian, Jing Zhang, Yuchao Dai
2022 J jnl
Artificial-Noise-Aided Coordinated Secure Transmission Design in Multi-Cell Multi-Antenna Networks With Limited Feedback.
IEEE Trans. Veh. Technol.
Zhiyao Tang, Liang Sun, Xinyu Tian, Dusit Niyato, Yang Zhang
2022 J jnl
Mandibular Canal Segmentation From CBCT Image Using 3D Convolutional Neural Network With scSE Attention.
IEEE Access
Gang Du, Xinyu Tian, Yixu Song
2022 J jnl
Modeling basketball games by inverse Gaussian processes.
Commun. Stat. Simul. Comput.
Xinyu Tian, Yiran Gao, Jian Shi
2022 J jnl
On Blockchain We Cooperate: An Evolutionary Game Perspective.
CoRR
Luyao Zhang, Xinyu Tian
2022 J jnl
Physical Layer Security in Multi-Antenna Cellular Systems: Joint Optimization of Feedback Rate and Power Allocation.
IEEE Trans. Wirel. Commun.
Liang Sun, Xinyu Tian
2022 B conf
WMDRS: Workload-Aware Performance Model Based Multi-Task Dynamic-Quota Real-Time Scheduling for Neural Processing Units.
ICPADS
Chong Liu, Yuan Yao, Yi Dang, Gang Yang, Wei Jia, Xinyu Tian, Xingshe Zhou
2021 J jnl
A General Divergence Modeling Strategy for Salient Object Detection.
CoRR
Xinyu Tian, Jing Zhang, Yuchao Dai
2021 J jnl
An intelligent wireless communication model based on multi-feature fusion and quantile regression neural network.
J. Intell. Fuzzy Syst.
Qinghe Zheng, Mingqiang Yang, Deqiang Wang, Xinyu Tian, Huake Su
2021 A conf
Brief Industry Paper: Workload-Aware GPU Performance Estimation in the Airborne Embedded System.
RTAS
Yuan Yao, Sikai Wu, Shuangyang Liu, Qingshuang Sun, Gang Yang, Yujiao Hu, Yu Zhang, Huixia Liu, Xinyu Tian
2021 J jnl
CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition.
Multidimens. Syst. Signal Process.
Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Huake Su
2021 — conf
Investigation on Computational Thinking of Normal Students Based on Technology Acceptance Model.
ICDEL
Xinyu Tian, Chaoqian Li, Yaru Zhao
2021 J jnl
Transformer Transforms Salient Object Detection and Camouflaged Object Detection.
CoRR
Yuxin Mao, Jing Zhang, Zhexiong Wan, Yuchao Dai, Aixuan Li, Yunqiu Lv, Xinyu Tian, Deng-Ping Fan, Nick Barnes
2020 J jnl
PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning.
Multidimens. Syst. Signal Process.
Qinghe Zheng, Xinyu Tian, Mingqiang Yang, Yulin Wu, Huake Su
2019 J jnl
Layer-wise learning based stochastic gradient descent method for the optimization of deep convolutional neural network.
J. Intell. Fuzzy Syst.
Qinghe Zheng, Xinyu Tian, Nan Jiang, Mingqiang Yang