research
∙
09/15/2023
Segment Anything Model for Brain Tumor Segmentation
Glioma is a prevalent brain tumor that poses a significant health risk t...
share
research
∙
09/15/2023
UniST: Towards Unifying Saliency Transformer for Video Saliency Prediction and Detection
Video saliency prediction and detection are thriving research domains th...
research
∙
08/19/2023
RAH! RecSys-Assistant-Human: A Human-Central Recommendation Framework with Large Language Models
The recommendation ecosystem involves interactions between recommender s...
research
∙
08/14/2023
Towards Robust Real-Time Scene Text Detection: From Semantic to Instance Representation Learning
Due to the flexible representation of arbitrary-shaped scene text and si...
research
∙
08/14/2023
AutoSeqRec: Autoencoder for Efficient Sequential Recommendation
Sequential recommendation demonstrates the capability to recommend items...
research
∙
08/09/2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization
Self-supervised sound source localization is usually challenged by the m...
research
∙
07/29/2023
Recommendation Unlearning via Matrix Correction
Recommender systems are important for providing personalized services to...
research
∙
07/26/2023
Entropy Neural Estimation for Graph Contrastive Learning
Contrastive learning on graphs aims at extracting distinguishable high-l...
research
∙
07/26/2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network
Semi-supervised semantic segmentation (SSS) is an important task that ut...
research
∙
07/19/2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
The research field of Information Retrieval (IR) has evolved significant...
research
∙
07/12/2023
Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks
Stochastic Gumbel graph networks are proposed to learn high-dimensional ...
research
∙
07/08/2023
FTFDNet: Learning to Detect Talking Face Video Manipulation with Tri-Modality Interaction
DeepFake based digital facial forgery is threatening public media securi...
research
∙
07/06/2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
We present Visual Knowledge oriented Programming platform (VisKoP), a kn...
research
∙
06/17/2023
MachMap: End-to-End Vectorized Solution for Compact HD-Map Construction
This report introduces the 1st place winning solution for the Autonomous...
research
∙
06/13/2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences
We present WebGLM, a web-enhanced question-answering system based on the...
research
∙
06/11/2023
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model
Currently, the reduction in the parameter scale of large-scale pre-train...
research
∙
06/11/2023
Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method
The large scale of pre-trained language models poses a challenge for the...
research
∙
06/02/2023
Proxy Re-encryption based Fair Trade Protocol for Digital Goods Transactions via Smart Contracts
With the massive amount of digital data generated everyday, transactions...
research
∙
05/23/2023
Achieving Maximum Efficiency in Schnorr-based Multi-signature and Applications in Blockchain
Multi-signature aggregates signatures from multiple users on the same me...
research
∙
04/23/2023
Triple Structural Information Modelling for Accurate, Explainable and Interactive Recommendation
In dynamic interaction graphs, user-item interactions usually follow het...
research
∙
03/11/2023
CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective
Incorporating the audio stream enables Video Saliency Prediction (VSP) t...
research
∙
03/03/2023
NovPhy: A Testbed for Physical Reasoning in Open-world Environments
Due to the emergence of AI systems that interact with the physical envir...
research
∙
02/28/2023
Beamforming Design for RIS-Aided AF Relay Networks
Since reconfigurable intelligent surface (RIS) is considered to be a pas...
research
∙
02/13/2023
Weighted 1-Laplacian Solvers for Well-Shaped Simplicial Complexes
We present efficient algorithms for solving systems of linear equations ...
research
∙
02/04/2023
Personalized Graph Signal Processing for Collaborative Filtering
The collaborative filtering (CF) problem with only user-item interaction...
research
∙
01/31/2023
ReGANIE: Rectifying GAN Inversion Errors for Accurate Real Image Editing
The StyleGAN family succeed in high-fidelity image generation and allow ...
research
∙
01/19/2023
GIPA++: A General Information Propagation Algorithm for Graph Learning
Graph neural networks (GNNs) have been widely used in graph-structured d...
research
∙
12/01/2022
CL4CTR: A Contrastive Learning Framework for CTR Prediction
Many Click-Through Rate (CTR) prediction works focused on designing adva...
research
∙
11/26/2022
Hardness Results for Minimizing the Covariance of Randomly Signed Sum of Vectors
Given vectors 𝕧_1, …, 𝕧_n ∈ℝ^d with Euclidean norm at most 1 and 𝕩_0 ∈ [...
research
∙
11/21/2022
Recovering Fine Details for Neural Implicit Surface Reconstruction
Recent works on implicit neural representations have made significant st...
research
∙
11/02/2022
Knowing the Past to Predict the Future: Reinforcement Virtual Learning
Reinforcement Learning (RL)-based control system has received considerab...
research
∙
11/02/2022
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations
Point cloud segmentation with scene-level annotations is a promising but...
research
∙
11/02/2022
AS-PD: An Arbitrary-Size Downsampling Framework for Point Clouds
Point cloud downsampling is a crucial pre-processing operation to downsa...
research
∙
10/27/2022
MorphTE: Injecting Morphology in Tensorized Embeddings
In the era of deep learning, word embeddings are essential when dealing ...
research
∙
10/21/2022
Programming Bare-Metal Accelerators with Heterogeneous Threading Models: A Case Study of Matrix-3000
As the hardware industry moves towards using specialized heterogeneous m...
research
∙
10/20/2022
Iteratively Reweighte Least Squares Method for Estimating Polyserial and Polychoric Correlation Coefficients
An iteratively reweighted least squares (IRLS) method is proposed for es...
research
∙
10/19/2022
Secure and Efficient Multi-Signature Schemes for Fabric: An Enterprise Blockchain Platform
Digital signature is a major component of transactions on Blockchain pla...
research
∙
10/15/2022
Parameter-free Dynamic Graph Embedding for Link Prediction
Dynamic interaction graphs have been widely adopted to model the evoluti...
research
∙
10/14/2022
DART: Articulated Hand Model with Diverse Accessories and Rich Textures
Hand, the bearer of human productivity and intelligence, is receiving mu...
research
∙
10/08/2022
Multi-Scale Wavelet Transformer for Face Forgery Detection
Currently, many face forgery detection methods aggregate spatial and fre...
research
∙
10/05/2022
GLM-130B: An Open Bilingual Pre-trained Model
We introduce GLM-130B, a bilingual (English and Chinese) pre-trained lan...
research
∙
08/25/2022
Neuro-Dynamic State Estimation for Networked Microgrids
We devise neuro-dynamic state estimation (Neuro-DSE), a learning-based d...
research
∙
08/15/2022
AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query
Paper recommendation with user-generated keyword is to suggest papers th...
research
∙
07/28/2022
Measuring Difficulty of Novelty Reaction
Current AI systems are designed to solve close-world problems with the a...
research
∙
07/28/2022
Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs
Inductive link prediction for knowledge graph aims at predicting missing...
research
∙
07/06/2022
A Framework Based on Generational and Environmental Response Strategies for Dynamic Multi-objective Optimization
Due to the dynamics and uncertainty of the dynamic multi-objective optim...
research
∙
05/31/2022
Text/Speech-Driven Full-Body Animation
Due to the increasing demand in films and games, synthesizing 3D avatar ...
research
∙
05/30/2022
Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength
Reinforcement learning (RL) is gaining attention by more and more resear...
research
∙
05/25/2022
AI-aided multiscale modeling of physiologically-significant blood clots
We have developed an AI-aided multiple time stepping (AI-MTS) algorithm ...
research
∙
05/06/2022