Jing Zhang
YOU?
Author Swipe
View article: Multimodal deep learning with hyperspectral imaging for accurate origin classification of wolfberries
Multimodal deep learning with hyperspectral imaging for accurate origin classification of wolfberries Open
Accurate classification of wolfberry geographical origin is essential for assessing its nutritional and medicinal properties. A multimodal convolutional neural network (MTCNN) with a cross-attention mechanism was proposed to effectively fu…
View article: Utility of an artificial intelligence-based lung CT airway model in the quantitative evaluation of large and small airway lesions in patients with chronic obstructive pulmonary disease
Utility of an artificial intelligence-based lung CT airway model in the quantitative evaluation of large and small airway lesions in patients with chronic obstructive pulmonary disease Open
Artificial intelligence lung CT airway segmentation model is a non-invasive quantitative tool for measuring chronic obstructive pulmonary disease. The main changes in COPD patients are that the central airway diameter becomes narrower and …
View article: Synergistic Prompting for Robust Visual Recognition with Missing Modalities
Synergistic Prompting for Robust Visual Recognition with Missing Modalities Open
Large-scale multi-modal models have demonstrated remarkable performance across various visual recognition tasks by leveraging extensive paired multi-modal training data. However, in real-world applications, the presence of missing or incom…
View article: Decoupled digital filtering-enabled simplification and fast convergence of IM/DD system linearization algorithms for strong band-limited power fading channels
Decoupled digital filtering-enabled simplification and fast convergence of IM/DD system linearization algorithms for strong band-limited power fading channels Open
Chromatic dispersion limits practically achievable transmission distances of high data-rate intensity modulation and direct detection (IM/DD) optical transmission systems at C-band. Previously reported IM/DD system linearization algorithms…
View article: Different probiotic formulations in ulcerative colitis: A bayesian network meta-analysis
Different probiotic formulations in ulcerative colitis: A bayesian network meta-analysis Open
Background: To assess the efficacy and safety of probiotic formulations for the induction of remission in people with ulcerative colitis (UC). Methods: The databases of China national knowledge infrastructure (CNKI), Wanfang Data, Excerpta…
View article: FusionSense: Bridging Common Sense, Vision, and Touch for Robust Sparse-View Reconstruction
FusionSense: Bridging Common Sense, Vision, and Touch for Robust Sparse-View Reconstruction Open
Humans effortlessly integrate common-sense knowledge with sensory input from vision and touch to understand their surroundings. Emulating this capability, we introduce FusionSense, a novel 3D reconstruction framework that enables robots to…
View article: Investigating agricultural water sustainability in arid regions with Bayesian network and water footprint theories
Investigating agricultural water sustainability in arid regions with Bayesian network and water footprint theories Open
Water scarcity is a significant constraint in agricultural ecosystems of arid regions, necessitating sustainable development of agricultural water resources. This study innovatively combines Bayesian theory and Water Footprint (WF) to cons…
View article: Open-World Semi-Supervised Learning for Node Classification
Open-World Semi-Supervised Learning for Node Classification Open
Open-world semi-supervised learning (Open-world SSL) for node classification, that classifies unlabeled nodes into seen classes or multiple novel classes, is a practical but under-explored problem in the graph community. As only seen class…
View article: Collaborative FFE-assisted simplified soft-output MLSE with LDPC for high-speed IM-DD transmissions
Collaborative FFE-assisted simplified soft-output MLSE with LDPC for high-speed IM-DD transmissions Open
In this paper, we propose a feed-forward equalizer (FFE)-assisted simplified soft-output MLSE (sMLSE) by collaborating the maximum likelihood sequence estimation (MLSE) with soft-decision low-density-parity-check (LDPC) decoding. The simpl…
View article: MLSE-assisted decision feedback equalizer for error-propagation suppression in high-speed IM-DD transmission systems
MLSE-assisted decision feedback equalizer for error-propagation suppression in high-speed IM-DD transmission systems Open
We propose a trellis-compressed maximum likelihood sequence estimation (TC-MLSE)-assisted sliding-block decision feedback equalizer (DFE) to suppress the error propagation resulting from the DFE in high-speed systems. We use an out-of-rang…
View article: Unified Domain Adaptive Semantic Segmentation
Unified Domain Adaptive Semantic Segmentation Open
Unsupervised Domain Adaptive Semantic Segmentation (UDA-SS) aims to transfer the supervision from a labeled source domain to an unlabeled target domain. The majority of existing UDA-SS works typically consider images whilst recent attempts…
View article: Low complexity MIMO equalization for long-haul SDM systems
Low complexity MIMO equalization for long-haul SDM systems Open
Space-division multiplexing (SDM) has been expected to support the continuous growth of transmission capacity. However, it suffers from high computation complexity that limits its physical implementations. In this paper, we propose and exp…
View article: Paired-subcarrier equalization for phase noise and transmitter IQ skew in digital subcarrier multiplexing system
Paired-subcarrier equalization for phase noise and transmitter IQ skew in digital subcarrier multiplexing system Open
The digital subcarrier multiplexing (DSCM) transmission scheme is expected for future ultra-large baud rate transmission. However, the phase noise and transmitter (Tx) IQ skew tolerance are decreased due to the narrow sub-band transmission…
View article: CCDC 2244100: Experimental Crystal Structure Determination
CCDC 2244100: Experimental Crystal Structure Determination Open
An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available …
View article: End-to-End Learning of Constellation Shaping for Optical Fiber Communication Systems
End-to-End Learning of Constellation Shaping for Optical Fiber Communication Systems Open
End-to-end learning based on autoencoder can realize robust constellation shaping for optical fiber communications. The existing schemes use the symbol-wise autoencoder (SAE) or bit-wise autoencoder (BAE) to realize the constellation shapi…
View article: Partially decoupled polarization demultiplexing and phase noise equalizer for Alamouti code-based simplified coherent systems
Partially decoupled polarization demultiplexing and phase noise equalizer for Alamouti code-based simplified coherent systems Open
Alamouti space-time block code (STBC) combined with a simple heterodyne coherent receiver can realize polarization-insensitive phase-diversity detection to reduce the cost. In the receiver, a joint equalizer has been used for STBC’s polari…
View article: <scp>High‐performance</scp> piezoresistive sensors based on <scp>transfer‐free large‐area PdSe<sub>2</sub></scp> films for human motion and health care monitoring
<span>High‐performance</span> piezoresistive sensors based on <span>transfer‐free large‐area PdSe<sub>2</sub></span> films for human motion and health care monitoring Open
Two‐dimensional transition metal dichalcogenides (TMDs) are needed in high‐performance piezoresistive sensors due to their strong strain‐induced bandgap modification and thereby large gauge factors. However, integrating a conventional high…
View article: Burst errors suppression for MLSE in high-speed IM/DD transmission systems using PAM
Burst errors suppression for MLSE in high-speed IM/DD transmission systems using PAM Open
Maximum likelihood sequence estimation (MLSE) is the optimal signal sequence detection that can remove the inter-symbol interference (ISI). However, we find that the MLSE causes burst consecutive errors alternating between +2 and –2 in M -…
View article: Research on communication emitter identification based on semi-supervised dimensionality reduction in complex electromagnetic environment
Research on communication emitter identification based on semi-supervised dimensionality reduction in complex electromagnetic environment Open
The individual identification of communication emitters is a process of identifying different emitters based on the radio frequency fingerprint features extracted from the received signals. Due to the inherent non-linearity of the emitter …
View article: Synchronous Phase-Shifting Interference for High Precision Phase Imaging of Objects Using Common Optics
Synchronous Phase-Shifting Interference for High Precision Phase Imaging of Objects Using Common Optics Open
Quantitative phase imaging and measurement of surface topography and fluid dynamics for objects, especially for moving objects, is critical in various fields. Although effective, existing synchronous phase-shifting methods may introduce ad…
View article: Ultra-low-crosstalk multicore fiber-integrated pump-signal combiner for a core-pumped EDFA
Ultra-low-crosstalk multicore fiber-integrated pump-signal combiner for a core-pumped EDFA Open
Fiber-integrated, submersible-qualified, core-pumped, multicore EDFAs are indispensable for space-division-multiplexing envisioned for the next generation of submarine communication lines. Here we demonstrate a fully packaged, 63-dB counte…
View article: The efficacy and safety of temperature controlled dual-mode radiofrequency in women with vaginal laxity
The efficacy and safety of temperature controlled dual-mode radiofrequency in women with vaginal laxity Open
Objective Vaginal laxity could negatively influence women’s sexual function. This study aimed to explore the efficacy and safety of temperature controlled dual-mode (monopolar and bipolar) radiofrequency (RF) in women with vaginal laxity. …
View article: New Coupled Canopy–Light Model (CCLM) to Improve Visual Polymorphism Simulation of Fir Morphology
New Coupled Canopy–Light Model (CCLM) to Improve Visual Polymorphism Simulation of Fir Morphology Open
Environmental factors substantially influence the growth of trees. The current studies on tree growth simulation have mainly focused on the effect of environmental factors on diameter at breast height and tree height. However, the influenc…