肖靖

2026

Enhancing text classification with neural label embedding and weakly-supervised learning

Expert Systems With Applications，Vol. 298

DOI

2026

面向物联网图像的深度压缩感知网络及其混沌加密保护方法

《计算机应用》

2026

High-efficiency, ultra-low-loss thermo-optic phase shifters for large-scale programmable photonic integrated circuits

Chinese Optics Letters

2025

Data-Driven Personalized Individual Semantic Space Learning Methods for Linguistic Multi-attribute Group Decision Making

Group Decision And Negotiation，Vol. 340, No. 5

DOI

2025

基于面部动作不一致的压缩深度伪造视频检测方法

《重庆邮电大学学报(自然科学版)》

2025

基于失效物理的IGBT模块温度循环寿命建模方法

《半导体技术》

DOI

2023

Coming to Consensus on Classification in Flexible Linguistic Preference Relations: The Role of Personalized Individual Semantics

Group Decision And Negotiation，Vol. 32, No. 5

DOI

2023

Consensus-driven methodology to managing diversity and complex linguistic ratings in quality function deployment: An optimization-based approach

Journal Of The Operational Research Society，Vol. 740, No. 100

DOI

2023

Investigation of the Trap States in Fully-Recessed Normally off LPCVD-Si3N4/PEALD-AlN/GaN MIS-HEMT with in-Situ N2 or H2/N2 Plasma Pretreatment

China International Forum on Solid State Lighting & International Forum on Wide Bandgap Semiconductors (SSLChina: IFWS)

DOI

2022

Exploring the Ordinal Classifications of Failure Modes in the Reliability Management: An Optimization-Based Consensus Model with Bounded Confidences

Group Decision And Negotiation，Vol. 310, No. 1

DOI

2018

Direction navigability analysis of geomagnetic field based on Gabor filter

Journal Of Systems Engineering And Electronics，Vol. 290, No. 20

DOI

2011

A hybrid ant colony optimization for continuous domains

Expert Systems With Applications，Vol. 38, No. 9

DOI

2010

A quantum-inspired genetic algorithm for k-means clustering

Expert Systems With Applications，Vol. 37, No. 7

DOI

2001

基于模糊神经元网络的智能车辆个性自动驾驶系统的设计与实现

《自动化学报》

2026

Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural Networks

arXiv preprint

2026

PIVOT: Perplexity-Informed KD-to-RL Transition Scheduling for Vertical-Domain Few-Shot Distillation

arXiv preprint

2026

Astra: Activation-Space Tail-Eigenvector Low-Rank Adaptation of Large Language Models

arXiv preprint

2026

Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry

arXiv preprint

2025

MeshONet: A Generalizable and Efficient Operator Learning Method for Structured Mesh Generation

arXiv preprint

DOI

2025

Sentinel: Decoding Context Utilization via Attention Probing for Efficient LLM Context Compression

arXiv preprint

2025

ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression

arXiv preprint

2025

Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy

arXiv preprint

2025

SSPO: Subsentence-level Policy Optimization

arXiv preprint

2025

Self-Enhanced Reasoning Training: Activating Latent Reasoning in Small Models for Enhanced Reasoning Distillation

arXiv preprint

2025

Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models

arXiv preprint

2025

Data-free Knowledge Distillation with Diffusion Models

arXiv preprint

2025

Automated Radiology Report Generation Based on Topic-Keyword Semantic Guidance

arXiv preprint

2024

Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning

arXiv preprint

2024

Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation

arXiv preprint

2024

Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification

arXiv preprint

DOI

2024

RREH: Reconstruction Relations Embedded Hashing for Semi-Paired Cross-Modal Retrieval

arXiv preprint

2024

Efficient Multi-Model Fusion with Adversarial Complementary Representation Learning

arXiv preprint

2024

Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval

arXiv preprint

2024

Task-agnostic Decision Transformer for Multi-type Agent Control with Federated Split Training

arXiv preprint

2024

Enhancing Emotion Recognition in Conversation through Emotional Cross-Modal Fusion and Inter-class Contrastive Learning

arXiv preprint

2024

INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning

arXiv preprint

2024

Retrieval-Augmented Audio Deepfake Detection

arXiv preprint

DOI

2024

ZALM3: Zero-Shot Enhancement of Vision-Language Alignment via In-Context Information in Multi-Turn Multimodal Medical Dialogue

arXiv preprint

2024

RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis

arXiv preprint

2024

ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents

arXiv preprint

DOI

2024

EfficientASR: Speech Recognition Network Compression via Attention Redundancy and Chunk-Level FFN Optimization

arXiv preprint

2024

Medical Speech Symptoms Classification via Disentangled Representation

arXiv preprint

2024

EmoTalker: Emotionally Editable Talking Face Generation via Diffusion Model

arXiv preprint

2024

QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering

arXiv preprint

2024

EAD-VC: Enhancing Speech Auto-Disentanglement for Voice Conversion with IFUB Estimator and Joint Text-Guided Consistent Learning

arXiv preprint

2024

P2DT: Mitigating Forgetting in task-incremental Learning with progressive prompt Decision Transformer

arXiv preprint

2024

GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression

arXiv preprint

2023

PMVC: Data Augmentation-Based Prosody Modeling for Expressive Voice Conversion

arXiv preprint

DOI

2023

DQR-TTS: Semi-supervised Text-to-speech Synthesis with Dynamic Quantized Representation

arXiv preprint

2023

VoiceExtender: Short-utterance Text-independent Speaker Verification with Guided Diffusion Model

arXiv preprint

2023

FastGraphTTS: An Ultrafast Syntax-Aware Speech Synthesis Framework

arXiv preprint

2023

P-vectors: A Parallel-Coupled TDNN/Transformer Network for Speaker Verification

arXiv preprint

2023

FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer

arXiv preprint

2023

Prompt Guided Copy Mechanism for Conversational Question Answering

arXiv preprint

2023

Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval

arXiv preprint

2023

On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models

arXiv preprint

2023

QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis

arXiv preprint

2023

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning

arXiv preprint

2023

Personalized Federated Learning via Gradient Modulation for Heterogeneous Text Summarization

arXiv preprint

2023

SAR: Self-Supervised Anti-Distortion Representation for End-To-End Speech Model

arXiv preprint

2023

GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection

arXiv preprint

2023

CLN-VC: Text-Free Voice Conversion Based on Fine-Grained Style Control and Contrastive Learning with Negative Samples Augmentation

arXiv preprint

2023

Detecting Out-of-distribution Examples via Class-conditional Impressions Reappearing

arXiv preprint

2023

Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism

arXiv preprint

2023

Machine Unlearning Methodology base on Stochastic Teacher Network

arXiv preprint

2023

SVVAD: Personal Voice Activity Detection for Speaker Verification

arXiv preprint

2023

EmoMix: Emotion Mixing via Diffusion Models for Emotional Speech Synthesis

arXiv preprint

2023

CP-EB: Talking Face Generation with Controllable Pose and Eye Blinking Embedding

arXiv preprint

2023

A deep local attention network for pre-operative lymph node metastasis prediction in pancreatic cancer via multiphase CT imaging

arXiv preprint

2023

Voice Conversion with Denoising Diffusion Probabilistic GAN Models

arXiv preprint

2023

Feature-Rich Audio Model Inversion for Data-Free Knowledge Distillation Towards General Sound Classification

arXiv preprint

2023

Dynamic Alignment Mask CTC: Improved Mask-CTC with Aligned Cross Entropy

arXiv preprint

2022

r-G2P: Evaluating and Enhancing Robustness of Grapheme to Phoneme Conversion by Controlled noise introducing and Contextual information incorporation

arXiv preprint

2022

Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection

arXiv preprint

2022

Singer Identification for Metaverse with Timbral and Middle-Level Perceptual Features

arXiv preprint

2022

SUSing: SU-net for Singing Voice Synthesis

arXiv preprint

2022

Augmentation-induced Consistency Regularization for Classification

arXiv preprint

2022

Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers

arXiv preprint

2022

Localized Adversarial Domain Generalization

arXiv preprint

2022

Machine Unlearning Method Based On Projection Residual

arXiv preprint

2022

Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach

arXiv preprint

2022

Semi-Supervised Learning Based on Reference Model for Low-resource TTS

arXiv preprint

2022

Self-Attention for Incomplete Utterance Rewriting

arXiv preprint

2022

AVQVC: One-shot Voice Conversion by Vector Quantization with applying contrastive learning

arXiv preprint

2022

QSpeech: Low-Qubit Quantum Speech Application Toolkit

arXiv preprint

2022

Federated Split BERT for Heterogeneous Text Classification

arXiv preprint

2022

MetaSID: Singer Identification with Domain Adaptation for Metaverse

arXiv preprint

2022

Adaptive Activation Network For Low Resource Multilingual Speech Recognition

arXiv preprint

2022

MetaSpeech: Speech Effects Switch Along with Environment for Metaverse

arXiv preprint

2022

Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation

arXiv preprint

2022

SpeechEQ: Speech Emotion Recognition based on Multi-scale Unified Datasets and Multitask Learning

arXiv preprint

2022

Pre-Avatar: An Automatic Presentation Generation Framework Leveraging Talking Avatar

arXiv preprint

2022

Adapitch: Adaption Multi-Speaker Text-to-Speech Conditioned on Pitch Disentangling with Untranscribed Data

arXiv preprint

2022

Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition

arXiv preprint

2022

TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training

arXiv preprint

DOI

2022

A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding

arXiv preprint

2022

nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-shot Multi-speaker Text-to-Speech

arXiv preprint

2022

Lumbar Bone Mineral Density Estimation from Chest X-ray Images: Anatomy-aware Attentive Multi-ROI Modeling

arXiv preprint

2022

Uncertainty Calibration for Deep Audio Classifiers

arXiv preprint

2022

Boosting Star-GANs for Voice Conversion with Contrastive Discriminator

arXiv preprint

2022

Improving Imbalanced Text Classification with Dynamic Curriculum Learning

arXiv preprint

2022

Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition

arXiv preprint

2022

Towards Speaker Age Estimation with Label Distribution Learning

arXiv preprint

2022

Tiny-Sepformer: A Tiny Time-Domain Transformer Network for Speech Separation

arXiv preprint

2022

Speech Augmentation Based Unsupervised Learning for Keyword Spotting

arXiv preprint

2022

DT-SV: A Transformer-based Time-domain Approach for Speaker Verification

arXiv preprint

2022

Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval

arXiv preprint

DOI

2022

A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy

arXiv preprint

2021

Hetero-Modal Learning and Expansive Consistency Constraints for Semi-Supervised Detection from Multi-Sequence Data

arXiv preprint

2021

Unidirectional Memory-Self-Attention Transducer for Online Speech Recognition

arXiv preprint

2021

Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation

arXiv preprint

2021

A Flexible Three-Dimensional Hetero-phase Computed Tomography Hepatocellular Carcinoma (HCC) Detection Algorithm for Generalizable and Practical HCC Screening

arXiv preprint

2021

A deep learning pipeline for localization, differentiation, and uncertainty estimation of liver lesions using multi-phasic and multi-sequence MRI

arXiv preprint

2021

Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images

arXiv preprint

2021

Federated Learning with Dynamic Transformer for Text to Speech

arXiv preprint

2021

LVCNet: Efficient Condition-Dependent Modeling Network for Waveform Generation

arXiv preprint

2021

Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis

arXiv preprint

2021

Accurate and Generalizable Quantitative Scoring of Liver Steatosis from Ultrasound Images via Scalable Deep Learning

arXiv preprint

2021

Multi-institutional Validation of Two-Streamed Deep Learning Method for Automated Delineation of Esophageal Gross Tumor Volume using planning-CT and FDG-PETCT

arXiv preprint

2021

Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker Mining

arXiv preprint

2021

DeepStationing: Thoracic Lymph Node Station Parsing in CT Scans using Anatomical Context Encoding and Key Organ Auto-Search

arXiv preprint

2021

Learning from Subjective Ratings Using Auto-Decoded Deep Latent Embeddings

arXiv preprint

2021

Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss

arXiv preprint

2021

An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition

arXiv preprint

2021

Variational Information Bottleneck for Effective Low-resource Audio Classification

arXiv preprint

2021

Joint Intent Detection And Slot Filling Based on Continual Learning Model

arXiv preprint

2021

Loss Prediction: End-to-End Active Learning Approach For Speech Recognition

arXiv preprint

2021

Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation

arXiv preprint

2021

Speech2Video: Cross-Modal Distillation for Speech to Video Generation

arXiv preprint

2021

Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study

arXiv preprint

2020

Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation

arXiv preprint

2020

Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search

arXiv preprint

2020

Large-scale Transfer Learning for Low-resource Spoken Language Understanding

arXiv preprint

2020

Learning to Segment Anatomical Structures Accurately from One Exemplar

arXiv preprint

2020

Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies

arXiv preprint

2020

Fully-Automated Liver Tumor Localization and Characterization from Multi-Phase MR Volumes Using Key-Slice ROI Parsing: A Physician-Inspired Approach

arXiv preprint

2020

End-to-end Silent Speech Recognition with Acoustic Sensing

arXiv preprint

2020

Structured Landmark Detection via Topology-Adapting Deep Graph Learning

arXiv preprint

DOI

2020

GraphTTS: graph-to-sequence modelling in neural text-to-speech

arXiv preprint

2020

Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans

arXiv preprint

2020

Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification

arXiv preprint

2020

Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy

arXiv preprint

2020

Deep Volumetric Universal Lesion Detection using Light-Weight Pseudo 3D Convolution and Surface Point Regression

arXiv preprint

2020

Contour Transformer Network for One-shot Segmentation of Anatomical Structures

arXiv preprint

2020

JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans

arXiv preprint

2020

Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification

arXiv preprint

2020

Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation

arXiv preprint

2020

Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets

arXiv preprint

2020

E$^2$Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans

arXiv preprint

2020

MLNET: An Adaptive Multiple Receptive-field Attention Neural Network for Voice Activity Detection

arXiv preprint

2020

Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit

arXiv preprint

2020

Dual Encoder Fusion U-Net (DEFU-Net) for Cross-manufacturer Chest X-ray Segmentation

arXiv preprint

2020

DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT Imaging

arXiv preprint

2020

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images

arXiv preprint

2020

GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis

arXiv preprint

2020

Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization

arXiv preprint

2020

A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation

arXiv preprint

2020

Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT

arXiv preprint

2020

MDCNN-SID: Multi-scale Dilated Convolution Network for Singer Identification

arXiv preprint

2020

Bone Suppression on Chest Radiographs With Adversarial Learning

arXiv preprint

2020

Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale

arXiv preprint

DOI

2020

AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment

arXiv preprint

2020

MelGlow: Efficient Waveform Generative Network Based on Location-Variable Convolution

arXiv preprint

2020

User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation

arXiv preprint

2020

Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays

arXiv preprint

2020

SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images

arXiv preprint

2019

ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining

arXiv preprint

2019

Abnormal Chest X-ray Identification With Generative Adversarial One-Class Classifier

arXiv preprint

2019

CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT

arXiv preprint

2019

TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays

arXiv preprint

2019

XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation

arXiv preprint

2019

Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion

arXiv preprint

2019

Deep Esophageal Clinical Target Volume Delineation using Encoded 3D Spatial Context of Tumors, Lymph Nodes, and Organs At Risk

arXiv preprint

2019

Weakly Supervised Universal Fracture Detection in Pelvic X-rays

arXiv preprint

DOI

2018

Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks

arXiv preprint

2018

Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST

arXiv preprint

2018

CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement

arXiv preprint

2018

Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST

arXiv preprint

2018

Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs

arXiv preprint