大会主席致辞 Speech by Conference Chair

程序委员会主席致辞 Speech by Program Chair

组委会主席致辞Speech by LAC Chiar

深圳市坪山区常务副区长 袁虎勇先生致辞 Speech by Shenzhen Pingshan Executive Deputy Governor Mr. Yuan Huyong

VCM: 面向机器的视频编码

开放环境机器学习

MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation

Source-Adaptive Discriminative Kernels based Network for Remote Sensing Pansharpening

RAPQ：Rescuing Accuracy for Power-of-two Low-bit Post-training Quantization

A Decoder-free Transformer-like Architecture for high-efficiency Single Image Deraining

Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction

Zero-Shot Logit Adjustment

Learning to Hash Naturally Sorts

Self-supervised Learning and Adaptation for Single Image Dehazing

PACE: Predictive and Contrastive Embedding for Unsupervised Action Segmentation

An Exact MaxSAT Algorithm: Further Observations and Further Improvements

Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer

Feature Dense Relevance Network for Single Image Dehazing

SparseTT: Visual Tracking with Sparse Transformers

Attention-guided Contrastive Hashing for Long-tailed Image Retrieval

Deep Video Harmonization With Color Mapping Consistency

Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network

ER-SAN: Enhanced-Adaptive Relation Self-Attention Network for Image Captioning

Augmenting Anchors by the Detector Itself

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition

MNet: Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search

PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations

Model-Based Offline Planning with Trajectory Pruning

Information Augmentation for Few-shot Node Classification

Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning

Bootstrapping Informative Graph Augmentation via A Meta Learning Approach

Learning First-Order Rules with Differentiable Logic Program Semantics

Multi-Constraint Deep Reinforcement Learning for Smooth Action Control

Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning

Multi-Task Personalized Learning with Sparse Network Lasso

Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation

Fusion Label Enhancement for Multi-Label Learning

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport

Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning

On the Optimization of Margin Distribution

Contrastive Multi-view Hyperbolic Hierarchical Clustering

Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning

Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection

CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction

FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis

Charge Prediction by Constitutive Elements Matching of Crimes

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation

Searching for Optimal Subword Tokenization in Cross-domain NER

“Think Before You Speak”: Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs

FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework

BiFSMN: Binary Neural Network for Keyword Spotting

Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks

On the Convergence of Fictitious Play: A Decomposition Approach

Efficient Multi-Agent Communication via Shapley Message Value

Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach

Approximately EFX Allocations for Indivisible Chores

https://maminai.scimeeting.cn/cn/web/index/15817_1277011__

主旨演讲三

主旨演讲四

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation

DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework.

Mechanism Design Powered by Social Interactions: A Call to Arms

Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems

AttExplainer: Explain Transformer via Attention by Reinforcement Learning

Plane Geometry Diagram Parsing

SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image

Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation

Vision Shared and Representation Isolated Network for Person Search

CrowdFormer: An Overlap Patching Vision Transformer for Top-Down Crowd Counting

Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation

Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image

Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention

MNet: Imperceptible Backdoor Attack: From Input Space to Feature Representation

ICGNet: Integration Context-based Reverse-Contour Guidance Network for Polyp Segmentation

Weakening the Influence of Clothing: Universal Clothing Attribute Disentanglement for Person Re-identification

SVTR: Scene Text Recognition with a Single Visual Model

Learning Coated Adversarial Camouflages for Object Detectors

SAR-to-Optical Image Translation via Neural Partial Differential Equations

Improving Transferability of Adversarial Examples with Virtual Step and Auxiliary Gradients

Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation

SpanConv: A New Convolution via Spanning Kernel Space for Lightweight Pansharpening

KUNet: Imaging Knowledge-Inspired Single HDR Image Reconstruction

Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding

Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer

Mutual Distillation Learning Network for Trajectory-User Linking

MERIT：Learning Multi-level Representations on Temporal Graphs

Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition

Multi-Graph Fusion Networks for Urban Region Embedding

Constrained Adaptive Projection with Pretrained Features for Anomaly Detection

Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs

Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks

Self-supervised Graph Neural Networks for Multi-behavior Recommendation

Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting

Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation

UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation

CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations

AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation

Towards Joint Intent Detection and Slot Filling via Higher-order Attention

Ensemble Multi-Relational Graph Neural Networks

Who Says What to Whom: A Survey of Multi-Party Conversations

On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges

A Survey on Dialogue Summarization: Recent Advances and New Frontiers

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Neural Re-ranking in Multi-stage Recommender Systems: A Review

Accelerated Multiplicative Weights Update Avoids Saddle Points Almost Always

Degradation Accordant Plug-and-Play for Low-Rank Tensor Completion

Agg Pose: Deep Aggregation Vision Transformer for Infant Pose Estimation

Towards the Quantitative Interpretability Analysis of Citizens Happiness Prediction

S2SNet: A Pretrained Neural Network for Superconductivity Discovery

Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes

Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks

Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning

An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas

VMAgent: A Practical Virtual Machine Scheduling Platform

https://ijcaipcfl2022.scimeeting.cn/cn/web/index/15792_1264754__

https://climatechangeai.scimeeting.cn/cn/web/index/15847_1269475__