Mingli Song

Orcid: 0000-0003-2621-6048

According to our database1, Mingli Song authored at least 356 papers between 2003 and 2024.

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Bibliography

2024
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation.
IEEE Trans. Knowl. Data Eng., November, 2024

An integrated visual analytics system for studying clinical carotid artery plaques.
J. Vis., August, 2024

A Survey of Deep Learning for Low-shot Object Detection.
ACM Comput. Surv., May, 2024

Transition Propagation Graph Neural Networks for Temporal Networks.
IEEE Trans. Neural Networks Learn. Syst., April, 2024

DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes.
Int. J. Comput. Vis., April, 2024

Self-Adaptive Clothing Mapping Based Virtual Try-on.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Complementary influence maximization under comparative linear threshold model.
Expert Syst. Appl., March, 2024

Noise is the fatal poison: A Noise-aware Network for noisy dataset classification.
Neurocomputing, January, 2024

Progressive decision-making framework for power system topology control.
Expert Syst. Appl., January, 2024

Life regression based patch slimming for vision transformers.
Neural Networks, 2024

Mixed Resolution Network with hierarchical motion modeling for efficient action recognition.
Knowl. Based Syst., 2024

TransfIGN: A Structure-Based Deep Learning Method for Modeling the Interaction between HLA-A*02:01 and Antigen Peptides.
J. Chem. Inf. Model., 2024

Complexity-aided time series modeling and forecasting under a decomposition-aggregation framework.
Inf. Sci., 2024

Spatiotemporal gated traffic trajectory simulation with semantic-aware graph learning.
Inf. Fusion, 2024

PatchDetector: Pluggable and non-intrusive patch for small object detection.
Neurocomputing, 2024

Regularized online exponentially concave optimization.
Neurocomputing, 2024

Robust misinformation prevention with uncertainty on suspicious nodes.
Neurocomputing, 2024

Graph Neural Networks-based hybrid framework for predicting particle crushing strength.
Expert Syst. Appl., 2024

On the Evaluation Consistency of Attribution-based Explanations.
CoRR, 2024

Curriculum Negative Mining For Temporal Networks.
CoRR, 2024

Odyssey: Empowering Agents with Open-World Skills.
CoRR, 2024

PruningBench: A Comprehensive Benchmark of Structural Pruning.
CoRR, 2024

A Large-scale Universal Evaluation Benchmark For Face Forgery Detection.
CoRR, 2024

Transmission Interface Power Flow Adjustment: A Deep Reinforcement Learning Approach based on Multi-task Attribution Map.
CoRR, 2024

A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges.
CoRR, 2024

Advantage-Aware Policy Optimization for Offline Reinforcement Learning.
CoRR, 2024

Training-Free Pretrained Model Merging.
CoRR, 2024

Improved Regret for Bandit Convex Optimization with Delayed Feedback.
CoRR, 2024

Disentangled Condensation for Large-scale Graphs.
CoRR, 2024

Powerformer: A Section-adaptive Transformer for Power Flow Adjustment.
CoRR, 2024

COLA: Cross-city Mobility Transformer for Human Trajectory Simulation.
Proceedings of the ACM on Web Conference 2024, 2024

MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Simple Graph Condensation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Projection-Free Bandit Convex Optimization over Strongly Convex Sets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Loose Lesion Location Self-supervision Enhanced Colorectal Cancer Diagnosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Multi-Channel Graph Fusion Representation for Tabular Data Imputation.
Proceedings of the International Joint Conference on Neural Networks, 2024

GAN Doctor: Diagnosing and Treating Inherent Semantic Errors.
Proceedings of the International Joint Conference on Neural Networks, 2024

Hundredfold Accelerating for Pathological Images Diagnosis and Prognosis through Self-reform Critical Region Focusing.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Improving Adversarial Robustness via Feature Pattern Consistency Constraint.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Non-stationary Online Convex Optimization with Arbitrary Delays.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Chain-of-Experts: When LLMs Meet Complex Operations Research Problems.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dynamic Neural Response Tuning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fast Query Answering by Labeling Index on Uncertain Graphs.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

E3V-K5: An Authentic Benchmark for Redefining Video-Based Energy Expenditure Estimation.
Proceedings of the Computer Vision - ECCV 2024, 2024

SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Training-Free Pretrained Model Merging.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Nearly Optimal Regret for Decentralized Online Convex Optimization.
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Angle Robustness Unmanned Aerial Vehicle Navigation in GNSS-Denied Scenarios.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Sampling-Resilient Multi-Object Tracking.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

On the Concept Trustworthiness in Concept Bottleneck Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework.
IEEE Trans. Syst. Man Cybern. Syst., December, 2023

Constituent Attention for Vision Transformers.
Comput. Vis. Image Underst., December, 2023

Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation.
IEEE Trans. Knowl. Data Eng., October, 2023

HSDN: A High-Order Structural Semantic Disentangled Neural Network.
IEEE Trans. Knowl. Data Eng., September, 2023

Deep semantic image compression via cooperative network pruning.
J. Vis. Commun. Image Represent., September, 2023

Distribution Knowledge Embedding for Graph Pooling.
IEEE Trans. Knowl. Data Eng., August, 2023

Disassembling Convolutional Segmentation Network.
Int. J. Comput. Vis., July, 2023

Knowledge Amalgamation for Object Detection With Transformers.
IEEE Trans. Image Process., 2023

Conservative-Progressive Collaborative Learning for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2023

Time series prediction with granular neural networks.
Neurocomputing, 2023

Reinforcement learning based web crawler detection for diversity and dynamics.
Neurocomputing, 2023

Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning.
CoRR, 2023

Pair-wise Layer Attention with Spatial Masking for Video Prediction.
CoRR, 2023

Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation.
CoRR, 2023

Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket.
CoRR, 2023

A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision.
CoRR, 2023

Curricular Subgoals for Inverse Reinforcement Learning.
CoRR, 2023

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization.
CoRR, 2023

Improved Projection-free Online Continuous Submodular Maximization.
CoRR, 2023

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
CoRR, 2023

Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning.
CoRR, 2023

DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes.
CoRR, 2023

Recent advances in artificial intelligence for retrosynthesis.
CoRR, 2023

Lookaround Optimizer: k steps around, 1 step average.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

McGE '23: 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A General Heterogeneous Hypergraph Neural Network for Node Classification.
Proceedings of the International Joint Conference on Neural Networks, 2023

Temporal Constrained Feasible Subspace Learning for Human Pose Forecasting.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Propheter: Prophetic Teacher Guided Long-Tailed Distribution Learning.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Decentralized SGD and Average-direction SAM are Asymptotically Equivalent.
Proceedings of the International Conference on Machine Learning, 2023

SASFormer: Transformers for Sparsely Annotated Semantic Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Schema Inference for Interpretable Image Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Message-passing Selection: Towards Interpretable GNNs for Graph Classification.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Team DETR: Guide Queries as a Professional Team in Detection Transformers.
Proceedings of the IEEE International Conference on Image Processing, 2023

Model Doctor for Diagnosing and Treating Segmentation Error.
Proceedings of the IEEE International Conference on Image Processing, 2023

ModelGiF: Gradient Fields for Model Functional Distance.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Tickets.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

LoSS: Local Structural Separation Hypergraph Convolutional Neural Network.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Loopback Network for Explainable Microvascular Invasion Classification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

How to Prevent the Continuous Damage of Noises to Model Training?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DepGraph: Towards Any Structural Pruning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improved Dynamic Regret for Online Frank-Wolfe.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Drift-aware Anomaly Detection for Non-stationary Time Series.
Proceedings of the IEEE International Conference on Big Data, 2023

Neural TSP Solver with Progressive Distillation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Walking With Attention: Self-Guided Walking for Heterogeneous Graph Embedding.
IEEE Trans. Knowl. Data Eng., 2022

Spot-Adaptive Knowledge Distillation.
IEEE Trans. Image Process., 2022

CoEvo-Net: Coevolution Network for Video Highlight Detection.
IEEE Trans. Circuits Syst. Video Technol., 2022

A comprehensive study on effect of multi-subgroup background in group decision-making.
Soft Comput., 2022

Seek-and-Hide: Adversarial Steganography via Deep Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learn decision trees with deep visual primitives.
J. Vis. Commun. Image Represent., 2022

Hierarchical knowledge amalgamation with dual discriminative feature alignment.
Inf. Sci., 2022

Hierarchical gate network for fine-grained visual recognition.
Neurocomputing, 2022

Is ProtoPNet Really Explainable? Evaluating and Improving the Interpretability of Prototypes.
CoRR, 2022

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges.
CoRR, 2022

A Survey of Neural Trees.
CoRR, 2022

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition.
CoRR, 2022

Federated Selective Aggregation for Knowledge Amalgamation.
CoRR, 2022

Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning.
CoRR, 2022

Ask-AC: An Initiative Advisor-in-the-Loop Actor-Critic Framework.
CoRR, 2022

Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey.
CoRR, 2022

CNN LEGO: Disassembling and Assembling Convolutional Neural Network.
CoRR, 2022

Root-aligned SMILES for Molecular Retrosynthesis Prediction.
CoRR, 2022

Explainable Fragment-Based Molecular Property Attribution.
Adv. Intell. Syst., 2022

PreQR: Pre-training Representation for SQL Understanding.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Multi-grained Cascade Interaction Network for Temporal Activity Localization via Language.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Chemical Property Relation Guided Few-Shot Molecular Property Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2022

Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System.
Proceedings of the International Joint Conference on Neural Networks, 2022

Comparison Knowledge Translation for Generalizable Image Classification.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Topology-aware Generalization of Decentralized SGD.
Proceedings of the International Conference on Machine Learning, 2022

Learning with Recoverable Forgetting.
Proceedings of the Computer Vision - ECCV 2022, 2022

Hierarchical Semi-supervised Contrastive Learning for Contamination-Resistant Anomaly Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

Attention Diversification for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Graph Neural Networks for Image Style Transfer.
Proceedings of the Computer Vision - ECCV 2022, 2022

Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Meta-attention for ViT-backed Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Slimmable Domain Adaptation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Label Matching Semi-Supervised Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Re-Attention Transformer for Weakly Supervised Object Localization.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

An object detection method based on improved YOLOX.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

A Novelty Adversarial Loss for Classifying Unbalanced Anomaly Images.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

Safe Distillation Box.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Up to 100x Faster Data-Free Knowledge Distillation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A development framework of granular prototypes with an allocation of information granularity.
Inf. Sci., 2021

Disassembling object representations without labels.
Neurocomputing, 2021

Performance and Productivity of Regional Air Transport Systems in China.
ISPRS Int. J. Geo Inf., 2021

A Survey of Deep Learning for Low-Shot Object Detection.
CoRR, 2021

Distribution Knowledge Embedding for Graph Pooling.
CoRR, 2021

Contrastive Model Inversion for Data-Free Knowledge Distillation.
CoRR, 2021

Towards End-to-End Embroidery Style Generation: A Paired Dataset and Benchmark.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Shape Controllable Virtual Try-on for Underwear Models.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

A Location Constrained Dual-Branch Network for Reliable Diagnosis of Jaw Tumors and Cysts.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

KDExplainer: A Task-oriented Attention Model for Explaining Knowledge Distillation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Contrastive Model Invertion for Data-Free Knolwedge Distillation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Boundary Knowledge Translation based Reference Semantic Segmentation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Tree-Like Branching Network for Multi-class Classification.
ICO, 2021

Imbalanced Sample Generation and Evaluation for Power System Transient Stability Using CTGAN.
ICO, 2021

Speech Guided Disentangled Visual Representation Learning for Lip Reading.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Flexible Knowledge Distillation with an Evolutional Network Population.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Online Knowledge Distillation for Efficient Pose Estimation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Self-born Wiring for Neural Trees.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Dynamic Preference Structure Embedding From Temporal Networks.
Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

An Approach to Determine Best Cutting-points in Group Decision Making Problems with Information Granules.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Tree-Like Decision Distillation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Training Generative Adversarial Networks in One Stage.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Amalgamating Knowledge From Heterogeneous Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Turning Frequency to Resolution: Video Super-Resolution via Event Cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Tendentious Noise-rectifying Framework for Pathological HCC Grading.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Progressive Network Grafting for Few-Shot Knowledge Distillation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Edge-competing Pathological Liver Vessel Segmentation with Limited Labels.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Visual Boundary Knowledge Translation for Foreground Segmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Neural Style Transfer: A Review.
IEEE Trans. Vis. Comput. Graph., 2020

Edge-Sensitive Human Cutout With Hierarchical Granularity and Loopy Matting Guidance.
IEEE Trans. Image Process., 2020

Granular neural networks: The development of granular input spaces and parameters spaces through a hierarchical allocation of information granularity.
Inf. Sci., 2020

Impression Space from Deep Template Network.
CoRR, 2020

Disassembling Object Representations without Labels.
CoRR, 2020

Adaptive Context Learning Network for Crowd Counting.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Factorizable Graph Convolutional Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

One-sample Guided Object Representation Disassembling.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Disentangled Representation based Face Anti-Spoofing.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Learning Propagation Rules for Attribution Map Generation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-talent Student Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Distilling Knowledge From Graph Convolutional Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DEPARA: Deep Attribution Graph for Deep Knowledge Transferability.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DEAL: Difficulty-Aware Active Learning for Semantic Segmentation.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Faster Self-adaptive Deep Stereo.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Dynamic Instance Normalization for Arbitrary Style Transfer.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Interpretable Partitioned Embedding for Intelligent Multi-item Fashion Outfit Composition.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Action Parsing-Driven Video Summarization Based on Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol., 2019

CU-Net: Component Unmixing Network for Textile Fiber Identification.
Int. J. Comput. Vis., 2019

Data-Free Adversarial Distillation.
CoRR, 2019

Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift.
CoRR, 2019

Granular neural networks: A study of optimizing allocation of information granularity in input space.
Appl. Soft Comput., 2019

Hybrid Sequence Encoder for Text Based Video Retrieval.
Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Deep Model Transferability from Attribution Maps.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Can the Max-Min Fairness-Based Coalitional Mechanism in Competitive Networks be Trustful?
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

An Online Intelligent Visual Interaction System.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

SPAGAN: Shortest Path Graph Attention Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A New Method to Design a Granular Hierarchy Model with Information Granularity.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Semi-Supervised Eye Makeup Transfer by Swapping Learned Representation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Weighted-Ring Similarity Measurement for Community Detection in Social Network.
Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019

Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019


Amalgamating Knowledge towards Comprehensive Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Spring-Electric Graph Model for Socialized Group Photography.
IEEE Trans. Multim., 2018

Noise-aware co-segmentation with local and global priors.
Neurocomputing, 2018

Scale insensitive and focus driven mobile screen defect detection in industry.
Neurocomputing, 2018

Finding intrinsic color themes in images with human visual perception.
Neurocomputing, 2018

Interpretable Partitioned Embedding for Customized Fashion Outfit Composition.
CoRR, 2018

Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields.
CoRR, 2018

DeepSIC: Deep Semantic Image Compression.
CoRR, 2018

A comparative study of improved GA and PSO in solving multiple traveling salesmen problem.
Appl. Soft Comput., 2018

Dual Swap Disentangling.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Where to Rendezvous?: Preferring Quiet Channels in Cognitive Radio Networks.
Proceedings of the 21st ACM International Conference on Modeling, 2018

Interpretable Partitioned Embedding for Customized Multi-item Fashion Outfit Composition.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Intra-class Structure Aware Networks for Screen Defect Detection.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

DeepSIC: Deep Semantic Image Compression.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Finer-Net: Cascaded Human Parsing with Hierarchical Granularity.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

DeepSSH: Deep Semantic Structured Hashing for Explainable Person Re-Identification.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Selective Zero-Shot Classification with Augmented Attributes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields.
Proceedings of the Computer Vision - ECCV 2018, 2018

Transductive Unbiased Embedding for Zero-Shot Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Value-Aware Resampling and Loss for Imbalanced Classification.
Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

Understanding the Prediction Process of Deep Networks by Forests.
Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017
Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching.
IEEE Trans. Image Process., 2017

AllFocus: Patch-Based Video Out-of-Focus Blur Reconstruction.
IEEE Trans. Circuits Syst. Video Technol., 2017

Algorithm-Dependent Generalization Bounds for Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Analysis of spatiotemporal data relationship using information granules.
Int. J. Mach. Learn. Cybern., 2017

TripletGAN: Training Generative Model with Triplet Loss.
CoRR, 2017

Neural Style Transfer: A Review.
CoRR, 2017

Graph-based color Gamut Mapping using neighbor metric.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Towards Deeper Insights into Deep Learning from Imbalanced Data.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016
Manifold Ranking-Based Matrix Factorization for Saliency Detection.
IEEE Trans. Neural Networks Learn. Syst., 2016

Person Re-Identification by Dual-Regularized KISS Metric Learning.
IEEE Trans. Image Process., 2016

Coupled Dictionary Learning for the Detail-Enhanced Synthesis of 3-D Facial Expressions.
IEEE Trans. Cybern., 2016

DeepChart: Combining deep convolutional networks and deep belief networks in chart classification.
Signal Process., 2016

Event-based large scale surveillance video summarization.
Neurocomputing, 2016

Automatic Color Image Enhancement Using Double Channels.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Deep neural network derived bottleneck features for accurate audio classification.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Category driven deep recurrent neural network for video summarization.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Learning deep classifiers with deep features.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Which face is more attractive?
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

An improvement of partheno-genetic algorithm to solve multiple travelling salesmen problem.
Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015
Learning to Track Multiple Targets.
IEEE Trans. Neural Networks Learn. Syst., 2015

Where2Stand: A Human Position Recommendation System for Souvenir Photography.
ACM Trans. Intell. Syst. Technol., 2015

Random Forest Construction With Robust Semisupervised Node Splitting.
IEEE Trans. Image Process., 2015

Random Geometric Prior Forest for Multiclass Object Segmentation.
IEEE Trans. Image Process., 2015

Whole-body humanoid robot imitation with pose similarity evaluation.
Signal Process., 2015

Multi-task proximal support vector machine.
Pattern Recognit., 2015

Human centricity and information granularity in the agenda of theories and applications of soft computing.
Appl. Soft Comput., 2015

Chart classification by combining deep convolutional networks and deep belief networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Colorization for Gray Scale Facial Image by Locality-Constrained Linear Coding.
J. Signal Process. Syst., 2014

Weakly Supervised Photo Cropping.
IEEE Trans. Multim., 2014

Video Tonal Stabilization via Color States Smoothing.
IEEE Trans. Image Process., 2014

Robust 3D Face Landmark Localization Based on Local Coordinate Coding.
IEEE Trans. Image Process., 2014

Motionlet LLC coding for discriminative human pose estimation.
Multim. Tools Appl., 2014

Grassmann multimodal implicit feature selection.
Multim. Syst., 2014

Recognizing architecture styles by hierarchical sparse coding of blocklets.
Inf. Sci., 2014

Low-level and high-level prior learning for visual saliency estimation.
Inf. Sci., 2014

A granulation of linguistic information in AHP decision-making problems.
Inf. Fusion, 2014

Real-Time Gaze Estimation with Online Calibration.
IEEE Multim., 2014

Humanoid Robot Imitation with Pose Similarity Metric Learning.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Realtime gaze estimation with online calibration.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Video Summarization based on Nonnegative Linear Reconstruction.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Weakly Supervised Multiclass Video Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Semi-supervised Coupled Dictionary Learning for Person Re-identification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Granular Neural Networks: Concepts and Development Schemes.
IEEE Trans. Neural Networks Learn. Syst., 2013

Probabilistic Graphlet Transfer for Photo Cropping.
IEEE Trans. Image Process., 2013

Discovering Discriminative Graphlets for Aerial Image Categories Recognition.
IEEE Trans. Image Process., 2013

Joint Sparse Learning for 3-D Facial Expression Generation.
IEEE Trans. Image Process., 2013

Fast multi-view segment graph kernel for object classification.
Signal Process., 2013

Color-to-gray based on chance of happening preservation.
Neurocomputing, 2013

LF-EME: Local features with elastic manifold embedding for human action recognition.
Neurocomputing, 2013

Sparse Norm Filtering
CoRR, 2013

Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey
CoRR, 2013

Leveraging Human Fixations in Sparse Coding: Learning a Discriminative Dictionary for Saliency Prediction.
Proceedings of the IEEE International Conference on Systems, 2013

A development of granular logic neural networks.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Semi-supervised Node Splitting for Random Forest Construction.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

A capture-to-display delay measurement system for visual communication applications.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

Personalized 3-D facial expression synthesis based on landmark constraint.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012
Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network.
IEEE Trans. Image Process., 2012

Probabilistic Exposure Fusion.
IEEE Trans. Image Process., 2012

Attribute-restricted latent topic model for person re-identification.
Pattern Recognit., 2012

Image-based facial sketch-to-photo synthesis via online coupled dictionary learning.
Inf. Sci., 2012

Graph based transductive learning for cartoon correspondence construction.
Neurocomputing, 2012

Video-based non-uniform object motion blur estimation and deblurring.
Neurocomputing, 2012

Granular fuzzy models: a study in knowledge management in fuzzy modeling.
Int. J. Approx. Reason., 2012

Spectral Graph Cut from a Filtering Point of View
CoRR, 2012

Sparse Coding for Flexible, Robust 3D Facial-Expression Synthesis.
IEEE Computer Graphics and Applications, 2012

A genetic reduction of feature space in the design of fuzzy models.
Appl. Soft Comput., 2012

Pose Estimation with Motionlet LLC Coding.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Spatial graphlet matching kernel for recognizing aerial image categories.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Detecting discontinuities for surface reconstruction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Joint shot boundary detection and key frame extraction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Realtime object matching with robust dominant orientation templates.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning Visual Saliency Based on Object's Relative Relationship.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Pedestrian detection using a mixture mask model.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

Face sketch-to-photo synthesis from simple line drawing.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Analytic Hierarchy Process (AHP) in Group Decision Making and its Optimization With an Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst., 2011

From local neural networks to granular neural networks: A study in information granulation.
Neurocomputing, 2011

Feature level analysis for 3D facial expression recognition.
Neurocomputing, 2011

An efficient approach to content-based object retrieval in videos.
Neurocomputing, 2011

Real-time speech-driven animation of expressive talking faces.
Int. J. Gen. Syst., 2011

Describing Human Identity Using Attributes.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Feature Relationships Hypergraph for Multimodal Recognition.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Integrating Local Features into Discriminative Graphlets for Scene Classification.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Opponent and Feedback: Visual Attention Captured.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Large-scale Outdoor Scene Classification by Boosting a Set of Highly Discriminative and Low Redundant Graphlets.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Fast Multi-view Graph Kernels for Object Classification.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Automatic image cropping using sparse coding.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Visual-Context Boosting for Eye Detection.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Image Ratio Features for Facial Expression Recognition Application.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Color to Gray: Visual Cue Preservation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Face Aging by Sparse Representation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval.
Proceedings of the Neural Information Processing. Models and Applications, 2010

What Is the Chance of Happening: A New Way to Predict Where People Look.
Proceedings of the Computer Vision - ECCV 2010, 2010

Large-scale Dictionary Learning For Local Coordinate Coding.
Proceedings of the British Machine Vision Conference, 2010

kPose: A New Representation For Action Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Dual-RBF based surface reconstruction.
Vis. Comput., 2009

The Development of Fuzzy Rough Sets with the Use of Structures and Algebras of Axiomatic Fuzzy Sets.
IEEE Trans. Knowl. Data Eng., 2009

Viewpoint Independent Vehicle Speed Estimation From Uncalibrated Traffic Surveillance Cameras.
Proceedings of the IEEE International Conference on Systems, 2009

Implicit Surface Reconstruction with an Analogy of Polar Field Model.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Feature selection for fast speech emotion recognition.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Visual attention analysis by pseudo gravitational field.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Progressive Image Color Neutralization Based on Adaptive Histogram Clustering.
Proceedings of the Fifth International Conference on Image and Graphics, 2009

2008
Bayesian Tensor Approach for 3-D Face Modeling.
IEEE Trans. Circuits Syst. Video Technol., 2008

A robust multimodal approach for emotion recognition.
Neurocomputing, 2008

Avatar motion control by natural body movement via camera.
Neurocomputing, 2008

Speech Emotion Classification on a Riemannian Manifold.
Proceedings of the Advances in Multimedia Information Processing, 2008

2007
A Generic Framework for Efficient 2-D and 3-D Facial Expression Analogy.
IEEE Trans. Multim., 2007

Local Laplacian Detail Learning for Face Aging Manipulation.
Int. J. Image Graph., 2007

2006
Subtle Facial Expression Modeling with Vector Field Decomposition.
Proceedings of the International Conference on Image Processing, 2006

Multiple-Reference-Frame Based Fast Motion Estimation & Mode Decision for H.263-to-H.264 Transcoder.
Proceedings of the International Conference on Image Processing, 2006

An Enhanced Speech Emotion Recognition System Based on Discourse Information.
Proceedings of the Computational Science, 2006

Painterly Rendering with Vector Field Based Feature Extraction.
Proceedings of the Advances in Artificial Reality and Tele-Existence, 2006

EigenExpress Approach in Recognition of Facial Expression Using GPU.
Proceedings of the Computer Vision in Human-Computer Interaction, 2006

Real-Time Facial Expression Mapping for High Resolution 3D Meshes.
Proceedings of the Advances in Computer Graphics, 2006

2005
Sketch Based Facial Expression Recognition Using Graphics Hardware.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

2004
Semi-Videoconference System Using Real-Time Wireless Technologies.
Proceedings of the Embedded Software and Systems, First International Conference, 2004

Speech Driven Facial Animation Using Chinese Mandarin Pronunciation Rules.
Proceedings of the Computational Science and Its Applications, 2004

Speech Emotion Recognition and Intensity Estimation.
Proceedings of the Computational Science and Its Applications, 2004

Audio-visual based emotion recognition using tripled hidden Markov model.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio-Visual Based Emotion Recognition - A New Approach.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
3D realistic talking face co-driven by text and speech.
Proceedings of the IEEE International Conference on Systems, 2003


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