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Shuxiang Song 0001
Person information
- affiliation: Guangxi Normal University, College of Electronic Engineering, Guilin, China
- affiliation (PhD 2009): Huazhong University of Science and Technology, Department of Electronic and Information Engineering, Wuhan, China
Other persons with the same name
- Shuxiang Song 0002
— Chung-Ang University, Department of Image science and arts, Seoul, Korea
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2020 – today
- 2026
[j64]Guangrun Chen, Jun Yang
, Yi Fu, Zhangwei Tong, Shuxiang Song
, Peiyang Zhao, Chuangyang Zhong:
Low-Loss and High-Efficiency Thin-Film Lithium Niobate Modulator Enabled by Synergistic Optical-Microwave Field Optimization. IEEE Access 14: 69531-69539 (2026)
[j63]Haiquan Liu, Mingcan Cen, Chong Zhang, Angela An, Shuxiang Song:
ESA-Net: An Efficient and Lightweight Model for Medical Image Segmentation. Big Data Min. Anal. 9(1): 248-262 (2026)
[j62]Zichen Liang, Haiying Xia, Yumei Tan, Shuxiang Song:
CLVSR: Concept-Guided Language-Visual Feature Learning and Sample Rebalance for Dynamic Facial Expression Recognition. Cogn. Comput. 18(1): 11 (2026)
[j61]Zichen Liang, Haiying Xia, Yumei Tan, Shuxiang Song:
Momentum-based prototype-centered learning for dynamic facial expression recognition. Digit. Signal Process. 168: 105491 (2026)
[j60]Hai-Sheng Li, Cuijuan Huang, Shuxiang Song, Cong Hu:
TransPose++: Enhanced keypoint localization via multi-scale feature fusion and efficient convolutional transformers. Digit. Signal Process. 168: 105668 (2026)
[j59]Guangwei Zhu, Hai-Sheng Li, Haiying Xia, Shuxiang Song:
AVSCNet: A dual-branch network for synchronization detection and content consistency learning in audio-video forgery detection. Neurocomputing 676: 133067 (2026)
[j58]Haiying Xia
, Youyong Cheng
, Yumei Tan
, Shuxiang Song:
Dynamic cross-instance context mining for multimodal sentiment analysis. Inf. Process. Manag. 63(8): 104921 (2026)
[j57]Lingyu Wu, Haiying Xia, Shuxiang Song, Yang Lan:
HEL-Net: Heterogeneous Ensemble Learning for comprehensive diabetic retinopathy multi-lesion segmentation via Mamba-UNet. Image Vis. Comput. 166: 105879 (2026)
[j56]Yumei Tan, Haiying Xia, Shuxiang Song:
Global-local co-regularization network for facial action unit detection. J. Vis. Commun. Image Represent. 116: 104728 (2026)
[j55]Hai-Sheng Li
, Haizhen Liu
, Shuxiang Song
, Cong Hu
:
GLA: Globally-aware graph and dilated local attention for enhanced 3D object detection. Pattern Recognit. Lett. 204: 21-27 (2026)
[j54]Hongtao Yang
, Bineng Zhong
, Yaozong Zheng
, Qihua Liang
, Zhiruo Zhu
, Shuxiang Song
:
Unified Multi-Modal Tracking via Proxy Visual Prompts. IEEE Trans Autom. Sci. Eng. 23: 9282-9292 (2026)
[j53]Jinsheng Yang
, Bineng Zhong
, Qihua Liang
, Yufei Tan, Haiying Xia
, Shuxiang Song
:
Mamba-Driven Diffusion Model for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Circuits Syst. Video Technol. 36(5): 6095-6107 (2026)
[j52]Hao Ding
, Yupeng Chi
, Zheng Wu
, Junyan Qian
, Shuxiang Song
:
Efficient Shortest Path-Driven Tabu Search Reconfiguration Algorithm for Multiprocessor Array. IEEE Trans. Dependable Secur. Comput. 23(3): 4720-4734 (2026)
[c16]Haiying Xia, Zhongyi Huang, Yumei Tan, Shuxiang Song:
Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition. AAAI 2026: 2182-2190
[c15]Hongtao Yang, Bineng Zhong, Qihua Liang, Xiantao Hu, Yufei Tan, Haiying Xia, Shuxiang Song:
Motion-Aware Object Tracking via Motion and Geometry-Aware Cues. AAAI 2026: 11604-11612
[i13]Yaozong Zheng, Qihua Liang, Bineng Zhong, Shuimu Zeng, Yuanliang Xue, Ning Li, Shuxiang Song:
Boosting Self-Supervised Tracking with Contextual Prompts and Noise Learning. CoRR abs/2605.06092 (2026)
[i12]Yaozong Zheng, Bineng Zhong, Qihua Liang, Shuimu Zeng, Haiying Xia, Shuxiang Song:
Learning to Track Instance from Single Nature Language Description. CoRR abs/2605.07064 (2026)
[i11]Weijing Wu, Qihua Liang, Bineng Zhong, Haiying Xia, Zhiyi Mo, Shuxiang Song:
An Efficient Token Compression Framework for Visual Object Tracking. CoRR abs/2605.08329 (2026)
[i10]Hongtao Yang, Bineng Zhong, Qihua Liang, Yaozong Zheng, Xiantao Hu, Yuanliang Xue, Shuxiang Song:
Dual-branch Distilled Transformer for Efficient Asymmetric UAV Tracking. CoRR abs/2605.28018 (2026)- 2025
[j51]Yumei Tan, Haiying Xia, Shuxiang Song
:
Mining label-free consistency regularization for noisy facial expression recognition. Complex Intell. Syst. 11(1) (2025)
[j50]Jingwen Chen
, Shuxiang Song, Yumei Tan
, Haiying Xia
:
TEMSA:Text enhanced modal representation learning for multimodal sentiment analysis. Comput. Vis. Image Underst. 258: 104391 (2025)
[j49]Ruoxin Zhang, Angela An, Mingcan Cen, Chong Zhang, Aimee Huangfu, Sunny Vinnakota
, Shuxiang Song:
FragMangro: A cross-domain zero-shot model for monitoring fragmented mangrove ecosystems. J. King Saud Univ. Comput. Inf. Sci. 37(4) (2025)
[j48]Yanling Gan, Luhui Xu, Shuxiang Song, Xiaomei Tao
:
Context transformer with multiscale fusion for robust facial emotion recognition. Pattern Recognit. 167: 111720 (2025)
[j47]Chaocan Xue
, Bineng Zhong
, Qihua Liang
, Haiying Xia
, Shuxiang Song
:
Unifying Motion and Appearance Cues for Visual Tracking via Shared Queries. IEEE Trans. Circuits Syst. Video Technol. 35(3): 1987-1998 (2025)
[j46]Ning Li
, Bineng Zhong
, Qihua Liang
, Zhiyi Mo
, Jian Nong, Shuxiang Song
:
SIEVL-Track: Exploring Semantic Information Enhancement for Visual-Language Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 35(6): 5872-5884 (2025)
[j45]Liangtao Shi
, Bineng Zhong
, Qihua Liang
, Xiantao Hu
, Zhiyi Mo
, Shuxiang Song
:
Mamba Adapter: Efficient Multi-Modal Fusion for Vision-Language Tracking. IEEE Trans. Circuits Syst. Video Technol. 35(9): 9300-9311 (2025)
[j44]Jinsheng Yang
, Bineng Zhong
, Qihua Liang
, Zhiyi Mo
, Shengping Zhang
, Shuxiang Song
:
Uncertainty-Guided Diffusion Model for Camouflaged Object Detection. IEEE Trans. Multim. 27: 4656-4669 (2025)
[j43]Ning Li
, Bineng Zhong
, Qihua Liang
, Zhiyi Mo
, Shuxiang Song
:
Robust Multi-Stage Tracking via Multi-Scale and Multi-Level Representation Learning. IEEE Trans. Multim. 27: 6369-6381 (2025)
[j42]Bo-Jian Zhang
, Guang-Hai Liu
, Zuo-Yong Li
, Shu-Xiang Song
:
Locating Target Regions for Image Retrieval in an Unsupervised Manner. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4664-4676 (2025)
[j41]Yumei Tan, Haiying Xia, Shuxiang Song:
Robust consistency learning for facial expression recognition under label noise. Vis. Comput. 41(4): 2655-2667 (2025)
[c14]Xiaohai Li, Bineng Zhong, Qihua Liang, Guorong Li, Zhiyi Mo, Shuxiang Song:
MambaLCT: Boosting Tracking via Long-term Context State Space Model. AAAI 2025: 4986-4994
[c13]Jinxia Xie, Bineng Zhong, Qihua Liang, Ning Li, Zhiyi Mo, Shuxiang Song:
Robust Tracking via Mamba-based Context-aware Token Learning. AAAI 2025: 8727-8735
[c12]Chenlong Xu, Bineng Zhong, Qihua Liang, Yaozong Zheng, Guorong Li, Shuxiang Song:
Less Is More: Token Context-Aware Learning for Object Tracking. AAAI 2025: 8824-8832
[c11]Yaozong Zheng, Bineng Zhong, Qihua Liang, Ning Li, Shuxiang Song:
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking. AAAI 2025: 10635-10643
[c10]Chaocan Xue
, Bineng Zhong, Qihua Liang, Yaozong Zheng, Ning Li, Yuanliang Xue
, Shuxiang Song:
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking. CVPR 2025: 6730-6740
[c9]Xiaohai Li, Bineng Zhong, Qihua Liang, Zhiyi Mo, Jian Nong, Shuxiang Song:
Dynamic Updates for Language Adaptation in Visual-Language Tracking. CVPR 2025: 19165-19174
[c8]Fansheng Zeng
, Bineng Zhong
, Haiying Xia
, Yufei Tan
, Xiantao Hu
, Liangtao Shi
, Shuxiang Song
:
Explicit Context Reasoning with Supervision for Visual Tracking. ACM Multimedia 2025: 8067-8076
[i9]Chenlong Xu, Bineng Zhong, Qihua Liang, Yaozong Zheng, Guorong Li, Shuxiang Song:
Less is More: Token Context-aware Learning for Object Tracking. CoRR abs/2501.00758 (2025)
[i8]Xiaohai Li, Bineng Zhong, Qihua Liang, Zhiyi Mo, Jian Nong, Shuxiang Song:
Dynamic Updates for Language Adaptation in Visual-Language Tracking. CoRR abs/2503.06621 (2025)
[i7]Chaocan Xue
, Bineng Zhong, Qihua Liang, Yaozong Zheng, Ning Li, Yuanliang Xue, Shuxiang Song:
Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking. CoRR abs/2503.06625 (2025)
[i6]Fansheng Zeng, Bineng Zhong, Haiying Xia, Yufei Tan, Xiantao Hu, Liangtao Shi, Shuxiang Song:
Explicit Context Reasoning with Supervision for Visual Tracking. CoRR abs/2507.16191 (2025)
[i5]Yaozong Zheng, Bineng Zhong, Qihua Liang, Ning Li, Shuxiang Song:
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking. CoRR abs/2507.21606 (2025)
[i4]Haiying Xia, Zhongyi Huang, Yumei Tan, Shuxiang Song:
Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition. CoRR abs/2512.17946 (2025)- 2024
[j40]Haiying Xia
, Zhuolin Gong
, Yumei Tan
, Shuxiang Song
:
Joint pyramidal perceptual attention and hierarchical consistency constraint for gaze estimation. Comput. Vis. Image Underst. 248: 104105 (2024)
[j39]Bo-Jian Zhang
, Guanghai Liu
, Zuoyong Li, Shuxiang Song:
Image retrieval using compact deep semantic correlation descriptors. Inf. Process. Manag. 61(2): 103608 (2024)
[j38]Haiying Xia, Chunhai Su, Shuxiang Song, Yumei Tan:
Dual-consistency constraints network for noisy facial expression recognition. Image Vis. Comput. 148: 105141 (2024)
[j37]Yumei Tan, Haiying Xia, Shuxiang Song
:
Learning informative and discriminative semantic features for robust facial expression recognition. J. Vis. Commun. Image Represent. 98: 104062 (2024)
[j36]Zichen Liang, Haiying Xia, Yumei Tan, Shuxiang Song:
Hard semantic mask strategy for automatic facial action unit recognition with teacher-student model. Multim. Syst. 30(4): 183 (2024)
[j35]Guangtong Zhang
, Bineng Zhong
, Qihua Liang
, Zhiyi Mo, Ning Li
, Shuxiang Song
:
One-Stream Stepwise Decreasing for Vision-Language Tracking. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9053-9063 (2024)
[j34]Ning Li
, Bineng Zhong
, Yaozong Zheng
, Qihua Liang
, Zhiyi Mo, Shuxiang Song
:
Robust Tracking via Combing Top-Down and Bottom-Up Attention. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9774-9785 (2024)
[j33]Liang Chen
, Bineng Zhong
, Qihua Liang
, Yaozong Zheng
, Zhiyi Mo, Shuxiang Song
:
Top-Down Cross-Modal Guidance for Robust RGB-T Tracking. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12388-12398 (2024)
[j32]Haiying Xia, Lidan Lu, Shuxiang Song:
Feature fusion of multi-granularity and multi-scale for facial expression recognition. Vis. Comput. 40(3): 2035-2047 (2024)
[c7]Jinxia Xie, Bineng Zhong, Zhiyi Mo, Shengping Zhang, Liangtao Shi, Shuxiang Song, Rongrong Ji:
Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers. CVPR 2024: 19300-19309
[c6]Guangtong Zhang, Bineng Zhong, Qihua Liang, Zhiyi Mo, Shuxiang Song:
Diffusion Mask-Driven Visual-language Tracking. IJCAI 2024: 1652-1660
[c5]Jie Long, Yumei Tan, Shuxiang Song, Haiying Xia:
DTIL-Net: Dual-Task Interactive Learning Network for Automated Grading of Diabetic Retinopathy and Macular Edema. PRCV (14) 2024: 461-475
[i3]Jinxia Xie, Bineng Zhong, Zhiyi Mo, Shengping Zhang, Liangtao Shi, Shuxiang Song, Rongrong Ji:
Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers. CoRR abs/2403.10574 (2024)
[i2]Jinxia Xie, Bineng Zhong, Qihua Liang, Ning Li, Zhiyi Mo, Shuxiang Song:
Robust Tracking via Mamba-based Context-aware Token Learning. CoRR abs/2412.13611 (2024)
[i1]Xiaohai Li, Bineng Zhong, Qihua Liang, Guorong Li, Zhiyi Mo, Shuxiang Song:
MambaLCT: Boosting Tracking via Long-term Context State Space Model. CoRR abs/2412.13615 (2024)- 2023
[j31]Haiying Xia, Richeng Lan
, Haisheng Li, Shuxiang Song
:
ST-VQA: shrinkage transformer with accurate alignment for visual question answering. Appl. Intell. 53(18): 20967-20978 (2023)
[j30]Haiying Xia, Cong Yao, Yumei Tan, Shuxiang Song
:
A dataset for the visually impaired walk on the road. Displays 79: 102486 (2023)
[j29]Yilin Qin, Haiying Xia, Shuxiang Song:
RT-Net: Region-Enhanced Attention Transformer Network for Polyp Segmentation. Neural Process. Lett. 55(9): 11975-11991 (2023)
[j28]Hai-Sheng Li
, Jinhui Quan
, Shuxiang Song
, Yuxing Wei
, Li Qing
:
Quantum Bilinear Interpolation Algorithms Based on Geometric Centers. ACM Trans. Quantum Comput. 4(3): 21:1-21:32 (2023)- 2022
[j27]Haiying Xia, Mingjun Ma
, Haisheng Li, Shuxiang Song:
MC-Net: multi-scale context-attention network for medical CT image segmentation. Appl. Intell. 52(2): 1508-1519 (2022)
[j26]Mingjun Ma, Haiying Xia
, Yumei Tan, Haisheng Li, Shuxiang Song:
HT-Net: hierarchical context-attention transformer network for medical ct image segmentation. Appl. Intell. 52(9): 10692-10705 (2022)
[j25]Haiying Xia, Bo Wu, Yumei Tan, Xiaohu Tang, Shuxiang Song
:
MFC-Net: Multi-scale fusion coding network for Image Deblurring. Appl. Intell. 52(11): 13232-13249 (2022)
[j24]Shuxiang Song, Zefa Liu, Mingcan Cen
, Chaobo Cai:
A 9.8-12.5 Gb/s Low-Jitter Reference-Less Clock and Data Recovery Circuit. J. Circuits Syst. Comput. 31(11): 2250190:1-2250190:14 (2022)
[j23]Haiying Xia, Lingyu Wu
, Yang Lan, Hai-Sheng Li, Shuxiang Song:
HRNet: A hierarchical recurrent convolution neural network for retinal vessel segmentation. Multim. Tools Appl. 81(28): 39829-39851 (2022)
[j22]Haiying Xia, Yang Lan
, Shuxiang Song, Hai-Sheng Li:
Raindrop removal from a single image using a two-step generative adversarial network. Signal Image Video Process. 16(3): 677-684 (2022)
[j21]Hai-Sheng Li
, Ping Fan
, Huiling Peng, Shuxiang Song
, Gui-Lu Long:
Multilevel 2-D Quantum Wavelet Transforms. IEEE Trans. Cybern. 52(8): 8467-8480 (2022)- 2021
[j20]Jialiang Li
, Dong Wu, Pinqun Jiang, Zili Li, Shuxiang Song:
Locally Aligned Image Stitching Based on Multi-Feature and Super-Pixel Segmentation With Plane Protection. IEEE Access 9: 168315-168328 (2021)
[j19]Haiying Xia
, Changyuan Li
, Yumei Tan
, Lingyun Li, Shuxiang Song
:
Destruction and Reconstruction Learning for Facial Expression Recognition. IEEE Multim. 28(2): 20-28 (2021)
[j18]Shuxiang Song, Guolun Liu, Mingcan Cen
, Chaobo Cai:
Research and Analysis of Tunable Differential N-Path Band-Pass Filter. J. Circuits Syst. Comput. 30(3): 2150055:1-2150055:20 (2021)
[j17]Haiying Xia
, Yang Lan, Shuxiang Song, Hai-Sheng Li:
A multi-scale segmentation-to-classification network for tiny microaneurysm detection in fundus images. Knowl. Based Syst. 226: 107140 (2021)- 2020
[j16]Yang Lan
, Haiying Xia
, Hai-Sheng Li
, Shuxiang Song
, Lingyu Wu
:
Double Recurrent Dense Network for Single Image Deraining. IEEE Access 8: 30615-30627 (2020)
[j15]Haiying Xia, Fuyu Zhu, Hai-Sheng Li, Shuxiang Song, Xiangwei Mou:
Combination of multi-scale and residual learning in deep CNN for image denoising. IET Image Process. 14(10): 2013-2019 (2020)
[j14]Haiying Xia, Weifan Sun, Shuxiang Song, Xiangwei Mou:
Md-Net: Multi-scale Dilated Convolution Network for CT Images Segmentation. Neural Process. Lett. 51(3): 2915-2927 (2020)
[j13]Haiying Xia, YuFang Xiao, Shuxiang Song, Hai-Sheng Li:
Quantum circuit design of approximate median filtering with noise tolerance threshold. Quantum Inf. Process. 19(6): 183 (2020)
2010 – 2019
- 2019
[j12]Hai-Sheng Li
, Xiao Chen, Shuxiang Song
, Zhixian Liao
, Jianying Fang:
A Block-Based Quantum Image Scrambling for GNEQR. IEEE Access 7: 138233-138243 (2019)
[j11]Jialiang Li, Pinqun Jiang
, Shuxiang Song
, Haiying Xia, Min Jiang:
As-Aligned-As-Possible Image Stitching Based on Deviation-Corrected Warping With Global Similarity Constraints. IEEE Access 7: 156603-156611 (2019)
[j10]Ji-Zhao Hua, Guang-Hai Liu
, Shuxiang Song:
Content-Based Image Retrieval Using Color Volume Histograms. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940010:1-1940010:14 (2019)
[j9]Hai-Sheng Li
, Shuxiang Song, Ping Fan, Huiling Peng, Haiying Xia, Yan Liang:
Quantum vision representations and multi-dimensional quantum transforms. Inf. Sci. 502: 42-58 (2019)
[j8]Hai-Sheng Li, Ping Fan, Haiying Xia, Shuxiang Song:
Quantum multi-level wavelet transforms. Inf. Sci. 504: 113-135 (2019)
[j7]Xin Han Chen, Shuxiang Song
, Mingcan Cen:
Design and Analysis of a Broadband Current-Mode CMOS Direct-Conversion Receiver Frond-End Circuit. J. Circuits Syst. Comput. 28(10): 1950169:1-1950169:23 (2019)
[j6]Hai-Sheng Li
, Ping Fan
, Haiying Xia, Huiling Peng, Shuxiang Song:
Quantum Implementation Circuits of Quantum Signal Representation and Type Conversion. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(1): 341-354 (2019)
[c4]Lina Xie, Shuxiang Song, Mingcan Cen, Chaobo Cai:
Research and Design of a High-Order Differential N-path Filter. ICCT 2019: 729-733- 2018
[j5]Haiying Xia, Ruibin Zhuge
, Hai-Sheng Li, Shuxiang Song, Frank Jiang
, Min Xu
:
Single Image Rain Removal via a Simplified Residual Dense Network. IEEE Access 6: 66522-66535 (2018)
[j4]Hai-Sheng Li
, Ping Fan, Haiying Xia, Shuxiang Song, Xiangjian He
:
The quantum Fourier transform based on quantum vision representation. Quantum Inf. Process. 17(12): 333 (2018)
[c3]Ruibin Zhuge, Haiying Xia, Hai-Sheng Li, Shuxiang Song:
Fast Single Image De-raining via a Weighted Residual Network. ICONIP (6) 2018: 257-268
[c2]Zhongqiu Pang, Pinqun Jiang, Shuxiang Song, Mingcan Cen:
Research and Design of CMOS Fully Differential Telescopic Operational Amplifier with Common Mode Feedback. ICSOC Workshops 2018: 69-79- 2017
[j3]Yunqi Liu, Yuling Luo, Shuxiang Song, Lvchen Cao, Junxiu Liu, Jim Harkin
:
Counteracting Dynamical Degradation of Digital Chaotic Chebyshev Map via Perturbation. Int. J. Bifurc. Chaos 27(3): 1750033:1-1750033:14 (2017)
[c1]Weiqiang Yuan, Shuxiang Song, Yang Cheng, Lina Xie, Yonggan Zhang:
Wide stopband lowpass filter based on defected microstrip structure. ISPACS 2017: 366-369- 2016
[j2]Haiying Xia, Shuxiang Song, Liping He:
A modified Gaussian mixture background model via spatiotemporal distribution with shadow detection. Signal Image Video Process. 10(2): 343-350 (2016)- 2014
[j1]Mingcan Cen, Shuxiang Song:
A High Gain, Low-Power Low-Noise Amplifier for Ultra-Wideband Wireless Systems. Circuits Syst. Signal Process. 33(10): 3251-3262 (2014)
Coauthor Index

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