CNShanghai Jiao Tong UniversitySchool of Integrated Circuits (Information and Electronic Engineering)
Xue Jiang
研究员
Works on multimodal remote sensing scene understanding, object detection and optimization algorithms.
Xue Jiang's lab at SJTU works on recognition, detection & segmentation, vision-language & multimodal and learning theory & optimization. 30 papers since 2023, 2 at top venues, mostly JSTARS and TGRS. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 7%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 8 papers2025 · T1 0
- 12 papers2024 · T1 2
- 10 papers2023 · T1 0
T1 venuesOtherVenues: JSTARS, TGRS, ICASSP
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation9 papers
- Learning theory & optimization5 papers
- Vision-language & multimodal3 papers
- object detection1 paper
- optimization algorithms0 papers
Paper list
From the lab homepage.
20258 papers
- Accepted by the IEEE IGARSS, Brisbane, Australia, August 3-8AirAgent: An assistant for zero-shot fine-grained target attribute recognition in aerial imagery
- TGRSAirSpatialBot: A spatially-aware aerial agent for fine-grained vehicle attribute recognition and retrieval
- IEEE Transactions on Signal ProcessingBoosting RPCA by prior subspace
- Accepted by IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Brisbane, Australia, August 3-8CSFMamba: Cross state fusion Mamba operator for multimodal remote sensing image classification
- IEEE Transactions on Instrumentation & MeasurementIntegrating local and global features via CNN and Mamba for semi-supervised change detection
- vol. 73.Slim is better: Transform-based tensor robust principal component analysis
- JSTARSSRP-CR: Semantic and representational priors for diffusion-based cloud removal
- IEEE Transactions on Signal ProcessingStructured tensor decomposition for FDD massive MIMO downlink channel reconstruction
202412 papers
- ICASSP (T1)Deep unrolling network for SAR image despeckling
- vol.DGA: Direction-guided attack against optical aerial detection in camera shooting direction agnostic scenarios
- IEEE Signal Processing LettersExploiting generative diffusion prior with latent low-rank regularization for image inpainting
- In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, April 14-19Frequency-domain signal reconstruction for dynamic time-domain weighting hybrid precoding with beam squint
- ICASSP (T1)Leveraging tensor subspace prior: Enhanced sum of nuclear norm minimization for tensor completion
- TGRSRobust land cover classification with multimodal knowledge distillation
- In Proceedings of the IEEE IGARSS, Athens, Greece, July 7-12SAR pose estimation with Circular-n-Point: A two-step method
- JSTARSSemi-supervised change detection with Fourier-based frequency transformation
- In Proceedings of the IEEE IGARSS, Athens, Greece, July 7-12Semi-supervised change detection with multiview feature enhancement
- IEEE Geoscience and Remote Sensing LettersSemisupervised scene classification for optical remote sensing images via label and embedding consistency
- TGRSSpectral-temporal low-rank regularization with deep prior for thick cloud removal
- In Proceedings of the IEEE IGARSS, Athens, Greece, July 7-12Transformer-based incomplete multi-modal learning for land cover classification
202310 papers
- JSTARSA semisupervised arbitrary-oriented SAR ship detection network based on interference consistency learning and pseudolabel calibration
- In Proceedings of the IEEE IGARSS, Pasadena, CA, July 16-21Adversarial example generation method for object detection in remote sensing images
- In Proceedings of the IEEE IGARSS, Pasadena, CA, July 16-21Benchmarking adversarial attacks and defenses in remote sensing images
- Remote SensingCamoNet: A target camouflage network for remote sensing images based on adversarial attack
- In Proceedings of the IEEE IGARSS, Pasadena, CA, July 16-21Color-aware self-supervised learning for scene classification and segmentation of remote sensing images
- In Proceedings of the European Signal Processing Conference (EUSIPCO), Helsinki, Finland, September 4-8Downlink channel estimation in FDD massive MIMO systems based on multi-resolution discrimination dictionary learning
- Remote SensingExploring self-supervised learning for multi-modal remote sensing pre-training via asymmetric attention fusion
- IEEE Geoscience and Remote Sensing LettersGRD: An ultra-lightweight SAR ship detector based on global relationship distillation
- JSTARSPVT-SAR: An arbitrarily oriented SAR ship detector with pyramid vision transformer
- In Proceedings of the IEEE IGARSS, Pasadena, CA, July 16-21SAR structure-from-motion via matrix factorization
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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