刘斌

2025

Tangency portfolios using graph neural networks

Neural Networks

DOI

2025

Modeling ESG-driven industrial value chain dynamics using directed graph neural networks

Financial Innovation

DOI

2024

融合时序门控图神经网络的兴趣点推荐方法

《计算机工程与应用》

2023

Autistic Spectrum Disorders Diagnose with Graph Neural Networks

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Interpret ESG Rating’s Impact on the Industrial Chain Using Graph Neural Networks

International Joint Conference on Artificial Intelligence

DOI

2023

Graphmax for Text Generation

Journal of Artificial Intelligence Research

DOI

2023

Learning spatial-temporal feature with graph product

Signal Processing

DOI

2022

Asymmetric Self-Supervised Graph Neural Networks

IEEE International Conference on Big Data (BigData)

DOI

2020

Conversational Emotion Recognition Using Self-Attention Mechanisms and Graph Neural Networks

Interspeech

DOI

2020

Context-Dependent Domain Adversarial Neural Network for Multimodal Emotion Recognition

Interspeech

DOI

2020

Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations

Interspeech

DOI

2020

Learning Utterance-Level Representations with Label Smoothing for Speech Emotion Recognition

Interspeech

DOI

2020

Gated Recurrent Fusion of Spatial and Spectral Features for Multi-Channel Speech Separation with Deep Embedding Representations

Interspeech

DOI

2020

End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2020

Hybrid Network Feature Extraction for Depression Assessment from Speech

Interspeech

DOI

2020

Comparison of Glottal Source Parameter Values in Emotional Vowels

Interspeech

DOI

2020

What and where: A context-based recommendation system for object insertion

Computational Visual Media

2019

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition

Interspeech

DOI

2019

Automatic Depression Level Detection via ℓp-Norm Pooling

Interspeech

DOI

2019

Conversational Emotion Analysis via Attention Mechanisms

Interspeech

DOI

2019

Uncovering Insurance Fraud Conspiracy with Network Learning

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2019

Domain adversarial learning for emotion recognition

arXiv.org

2019

Jointly Adversarial Enhancement Training for Robust End-to-End Speech Recognition

Interspeech

DOI

2026

MapTab: A Diagnostic Benchmark for Long-Horizon Multi-Criteria Multimodal Reasoning on Heterogeneous Topological Graphs

arXiv preprint

2026

Inferring Inventory Dynamics from Supply Chain Networks: A Graph Learning Approach with Autonomous Validation

arXiv preprint

2026

Public Diffusion Models, Private Images: Key-Controlled Inversion for Conditional Reconstruction

arXiv preprint

2026

Breaking Coordinate Overfitting: Geometry-Aware WiFi Sensing for Cross-Layout 3D Pose Estimation

arXiv preprint

2026

MSDS: Deep Structural Similarity with Multiscale Representation

arXiv preprint

2026

Gaussian Sculpting: End-to-End Controllable Surface Reconstruction via Field Optimization

arXiv preprint

2026

One Token Per Frame: Reconsidering Visual Bandwidth in World Models for VLA Policy

arXiv preprint

2026

ProxyEraseAgent: Blind Watermark Removal in the Wild

arXiv preprint

2026

RobustSGPO: Search-Space Control for Agent Harness Evolution

arXiv preprint

2026

Conditional Accuracy Profiles: Diagnosing LLM Judges across Deployment Conditions

arXiv preprint

2026

A Dual-Loop Agent Framework for Automated Vulnerability Reproduction

arXiv preprint

2026

Multimodal Emotion Regression with Multi-Objective Optimization and VAD-Aware Audio Modeling for the 10th ABAW EMI Track

arXiv preprint

2026

HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoising

arXiv preprint

2026

MFEN:Multi-Frequency Expert Network for Visible-Infrared Person Re-ID

arXiv preprint

2026

Yuvion LLM: An Adversarially-Aware Large Language Model for Content And AI Safety

arXiv preprint

2026

SGF-CDNet: A Consistency-Discrepancy Graph Network over Semantic-Geometric Fused Nodes for Face Forgery Detection

arXiv preprint

2026

ALAM: Algebraically Consistent Latent Action Model for Vision-Language-Action Models

arXiv preprint

2026

MMTalker: Multiresolution 3D Talking Head Synthesis with Multimodal Feature Fusion

arXiv preprint

2026

Causally Sufficient and Necessary Feature Expansion for Class-Incremental Learning

arXiv preprint

2026

Racing to Release: Priority, Congestion, and Community Recognition in Open-Source LLM Ecosystems

arXiv preprint

2026

EchoGen: Cycle-Consistent Learning for Unified Layout-Image Generation and Understanding

arXiv preprint

DOI

2026

Pixel2Phys: Distilling Governing Laws from Visual Dynamics

arXiv preprint

2026

SiGRRW: A Single-Watermark Robust Reversible Watermarking Framework with Guiding Strategy

arXiv preprint

2026

Beyond Physical Labels: Redefining Domains for Robust WiFi-based Gesture Recognition

arXiv preprint

2026

SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration

arXiv preprint

2026

DLAM: Distributional Latent Actions with Temporal Constraints

arXiv preprint

2026

Scalable Visual Pretraining for Language Intelligence

arXiv preprint

2026

SketchFaceGS: Real-Time Sketch-Driven Face Editing and Generation with Gaussian Splatting

arXiv preprint

2026

Advancing Aesthetic Image Generation via Composition Transfer

arXiv preprint

DOI

2026

MindCopilot: Towards Formalizing and Evaluating Granular Human-LLM Co-Writing

arXiv preprint

2026

A Proactive Multi-Agent Dialogue Framework for Assessing Social Language Disorder Traits in Autism

arXiv preprint

2026

ANFI: Rethinking Neighbor Feature Interaction in Person Re-ID

arXiv preprint

2026

Modality Discrepancy Transformer for Ambivalence and Hesitancy Recognition

arXiv preprint

2026

Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety

arXiv preprint

2026

D2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation Enhancement

arXiv preprint

2026

TransRetrieval: Scaling Up Transformer-Based Retrieval for Industrial Recommendation

arXiv preprint

DOI

2026

Addressing Imbalance in Multi-Label Data via Label-Specific Distance-based Oversampling

arXiv preprint

2026

Correct and Weight: A Simple Yet Effective Loss for Implicit Feedback Recommendation

arXiv preprint

2025

Reinforced Preference Optimization for Recommendation

arXiv preprint

2025

Context-Aware Weakly Supervised Image Manipulation Localization with SAM Refinement

arXiv preprint

2025

Feature-Based Dual Visual Feature Extraction Model for Compound Multimodal Emotion Recognition

arXiv preprint

2025

Dual-level Modality Debiasing Learning for Unsupervised Visible-Infrared Person Re-Identification

arXiv preprint

2025

Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference Engines

arXiv preprint

2025

AtrousMamaba: An Atrous-Window Scanning Visual State Space Model for Remote Sensing Change Detection

arXiv preprint

2025

Think before Recommendation: Autonomous Reasoning-enhanced Recommender

arXiv preprint

2025

PAD: Phase-Amplitude Decoupling Fusion for Multi-Modal Land Cover Classification

arXiv preprint

2025

Training-Free In-Context Forensic Chain for Image Manipulation Detection and Localization

arXiv preprint

2025

Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

arXiv preprint

2025

Click A, Buy B: Rethinking Conversion Attribution in E- Commerce Recommendations

arXiv preprint

2025

Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification

arXiv preprint

2025

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark

arXiv preprint

2025

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models

arXiv preprint

2025

MER 2025: When Affective Computing Meets Large Language Models

arXiv preprint

2025

Semantic-Aware Representation Learning via Conditional Transport for Multi-Label Image Classification

arXiv preprint

2025

LAKAN: Landmark-assisted Adaptive Kolmogorov-Arnold Network for Face Forgery Detection

arXiv preprint

2025

Variational Bayesian Personalized Ranking

arXiv preprint

DOI

2025

Bidding-Aware Retrieval for Multi-Stage Consistency in Online Advertising

arXiv preprint

DOI

2025

Graph Neural Poisson Models for Supply Chain Relationship Forecasting

arXiv preprint

2025

Large Language Model as Universal Retriever in Industrial-Scale Recommender System

arXiv preprint

2025

Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images

arXiv preprint

2024

Learning Contrastive Feature Representations for Facial Action Unit Detection

arXiv preprint

2024

VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making

arXiv preprint

2024

Multi-Label Adaptive Batch Selection by Highlighting Hard and Imbalanced Samples

arXiv preprint

2024

MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition

arXiv preprint

2024

Struggle with Adversarial Defense? Try Diffusion

arXiv preprint

2024

AEMLO: AutoEncoder-Guided Multi-Label Oversampling

arXiv preprint

2024

MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics

arXiv preprint

2024

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition

arXiv preprint

2024

3D-aware Image Generation and Editing with Multi-modal Conditions

arXiv preprint

2024

Multimodal Fusion with Pre-Trained Model Features in Affective Behaviour Analysis In-the-wild

arXiv preprint

2024

TCI-Former: Thermal Conduction-Inspired Transformer for Infrared Small Target Detection

arXiv preprint

2024

CamLoPA: A Hidden Wireless Camera Localization Framework via Signal Propagation Path Analysis

arXiv preprint

2024

Adversarial Attacks on LiDAR-Based Tracking Across Road Users: Robustness Evaluation and Target-Aware Black-Box Method

arXiv preprint

2024

OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition

arXiv preprint

2024

GT-Rain Single Image Deraining Challenge Report

arXiv preprint

2024

Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection

arXiv preprint

2024

Multimodal Chain-of-Thought Reasoning via ChatGPT to Protect Children from Age-Inappropriate Apps

arXiv preprint

2024

Boolean Product Graph Neural Networks

arXiv preprint

2024

HiGraphDTI: Hierarchical Graph Representation Learning for Drug-Target Interaction Prediction

arXiv preprint

2024

Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning

arXiv preprint

2024

Diagnosis and Pathogenic Analysis of Autism Spectrum Disorder Using Fused Brain Connection Graph

arXiv preprint

2024

Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations

arXiv preprint

2024

Self-supervised Contrastive Learning for Implicit Collaborative Filtering

arXiv preprint

2023

Structure-Aware Covariance Estimation Using Graph Neural Networks

SSRN Electronic Journal

DOI

2023

Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media

arXiv preprint

2023

Video Captioning with Aggregated Features Based on Dual Graphs and Gated Fusion

arXiv preprint

2023

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators

arXiv preprint

2023

Multi-spectral Class Center Network for Face Manipulation Detection and Localization

arXiv preprint

2023

Explainable Multimodal Emotion Recognition

arXiv preprint

2023

Exploiting Modality-Specific Features For Multi-Modal Manipulation Detection And Grounding

arXiv preprint

2023

VRA: Variational Rectified Activation for Out-of-distribution Detection

arXiv preprint

2023

ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning

arXiv preprint

2023

MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition

arXiv preprint

2023

Causal Clothes-Invariant Feature Learning for Cloth-Changing Person Re-ID

arXiv preprint

2023

SoccerNet 2023 Challenges Results

arXiv preprint

DOI

2023

GPT-4V with Emotion: A Zero-shot Benchmark for Generalized Emotion Recognition

arXiv preprint

2023

ITEACH-Net: Inverted Teacher-studEnt seArCH Network for Emotion Recognition in Conversation

arXiv preprint

2023

SVFAP: Self-supervised Video Facial Affect Perceiver

arXiv preprint

DOI

2023

Debiased Pairwise Learning from Positive-Unlabeled Implicit Feedback

arXiv preprint

2023

Reducing Popularity Bias in Recommender Systems through AUC-Optimal Negative Sampling

arXiv preprint

2023

Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network

arXiv preprint

2023

Bayesian Self-Supervised Contrastive Learning

arXiv preprint

2023

Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework

arXiv preprint

DOI

2022

GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation

arXiv preprint

2022

ADD 2022: the First Audio Deep Synthesis Detection Challenge

arXiv preprint

2022

IRNet: Iterative Refinement Network for Noisy Partial Label Learning

arXiv preprint

2022

Two-Aspect Information Fusion Model For ABAW4 Multi-task Challenge

arXiv preprint

2022

Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis

arXiv preprint

DOI

2022

Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning

arXiv preprint

2022

SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction

arXiv preprint

2022

i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems

arXiv preprint

DOI

2022

Bayesian Negative Sampling for Recommendation

arXiv preprint

2022

Multiple Similarity Drug-Target Interaction Prediction with Random Walks and Matrix Factorization

arXiv preprint

DOI

2022

Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation

arXiv preprint

2022

Fine-Grained Selective Similarity Integration for Drug-Target Interaction Prediction

arXiv preprint

2022

WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models

arXiv preprint

2021

Improve Unsupervised Pretraining for Few-label Transfer

arXiv preprint

2021

Diverse Semantic Image Synthesis via Probability Distribution Modeling

arXiv preprint

2021

ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation

arXiv preprint

2021

Detection of Illicit Drug Trafficking Events on Instagram: A Deep Multimodal Multilabel Learning Approach

arXiv preprint

DOI

2021

Unsupervised Finetuning

arXiv preprint

2021

Data Poisoning Attacks to Deep Learning Based Recommender Systems

arXiv preprint

DOI

2021

Abnormal Behavior Detection Based on Target Analysis

arXiv preprint

2021

Identifying Illicit Drug Dealers on Instagram with Large-scale Multimodal Data Fusion

arXiv preprint

2021

Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism

arXiv preprint

2021

Asymmetric Graph Representation Learning

arXiv preprint

2021

Optimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple Similarities

arXiv preprint

2020

Cross-modality Person re-identification with Shared-Specific Feature Transfer

arXiv preprint

2020

Simultaneous Denoising and Dereverberation Using Deep Embedding Features

arXiv preprint

2020

Density-Aware Graph for Deep Semi-Supervised Visual Recognition

arXiv preprint

2020

AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction

arXiv preprint

2020

Deep Time Delay Neural Network for Speech Enhancement with Full Data Learning

arXiv preprint

2020

Multi-Label Sampling based on Local Label Imbalance

arXiv preprint

2020

Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery

arXiv preprint

2019

Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features

arXiv preprint

2019

Memory-Based Neighbourhood Embedding for Visual Recognition

arXiv preprint

2019

Feature Generation by Convolutional Neural Network for Click-Through Rate Prediction

arXiv preprint

DOI

2019

Deep Triplet Quantization

arXiv preprint

2019

Synthetic Oversampling of Multi-Label Data based on Local Label Distribution

arXiv preprint

2018

Distilling Knowledge Using Parallel Data for Far-field Speech Recognition

arXiv preprint

2018

Deep Metric Transfer for Label Propagation with Limited Annotated Data

arXiv preprint

2017

Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism

arXiv preprint

2016

You are Who You Know and How You Behave: Attribute Inference Attacks via Users' Social Friends and Behaviors

arXiv preprint

2016

Structural Analysis of User Choices for Mobile App Recommendation

arXiv preprint