413 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Huazhong University of Science and TechnologyCN20 papers
- Wuhan UniversityCN6 papers
- Central China Normal UniversityCN5 papers
- South China University of TechnologyCN5 papers
- China University of GeosciencesCN4 papers
- Chinese Academy of SciencesCN4 papers
- Institute of Theoretical PhysicsCN4 papers
- Sun Yat-sen UniversityCN4 papers
- Australian Centre for Advanced Computing and Communications (Australia)AU3 papers
- Beijing Normal UniversityCN3 papers
- Hong Kong University of Science and TechnologyHK3 papers
- Illinois Institute of TechnologyUS3 papers
75 papers
Semantic-Aligned Structural Abstraction for Multimodal Sentiment Analysis
Wei Chen, Junkai Li, Tongguan Wang +4
Multimodal Sentiment Analysis (MSA) aims to interpret complex human emotions by integrating natural language with non-verbal modalities. Non-verbal modalities share a structural is…
City landscape in sight: A crowdsourced framework for unlocking urban-scale window view perceptions from real estate imagery
Chucai Peng, Sijie Yang, Ang Liu +3
City landscapes viewed through home windows influence quality of life, yet perceptions of actual window views at the urban scale remain understudied. This study presents an approac…
Cassie-Wenzel transition induced by localized freezing after droplet impact on supercooled micro-patterned surfaces
Jun Fang, Mengqi Ye, Huafeng Liu +3
Micro-patterned surfaces have attracted significant attention in numerous applications owing to their potential to enhance hydrophobic and icephobic properties. A Cassie state of f…
Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization
Xuelin Zhang, Hong Chen, Bin Gu +2
Stochastic bilevel optimization (SBO) has been integrated into many machine learning paradigms recently, including hyperparameter optimization, meta learning, and reinforcement lea…
The Impact of Dark Matter on Gravitational Wave Detection by Space-based Interferometers
Yuezhe Chen, Pan-Pan Wang, Bo Wang +2
The existence of dark matter is supported by multiple astrophysical observations, yet its particle nature remains unknown. The development of gravitational wave astronomy, especial…
Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective
Haoyu Zhang, Yuxuan Cheng, Wenqi Fan +2
Graph neural networks (GNNs) have achieved remarkable success in various domains, yet they often struggle with domain adaptation due to significant structural distribution shifts a…
A-IPO: Adaptive Intent-driven Preference Optimization
Wenqing Wang, Muhammad Asif Ali, Ali Shoker +4
Human preferences are diverse and dynamic, shaped by regional, cultural, and social factors. Existing alignment methods like Direct Preference Optimization (DPO) and its variants o…
Spontaneous Enhancement of Dzyaloshinskii-Moriya Interaction via Field-Cooling-Induced Interface Engineering in 2D van der Waals Ferromagnetic ternary Tellurides
Shian Xia, Yan Luo, Iftikhar Ahmed Malik +11
The emergence of two-dimensional (2D) van der Waals (vdW) ferromagnets has opened new avenues for exploring topological spin textures and their applications in next-generation spin…
FastER: On-Demand Entity Resolution in Property Graphs
Shujing Wang, Sibo Zhao, Shiqi Miao +5
Entity resolution (ER) is the problem of identifying and linking database records that refer to the same real-world entity. Traditional ER methods use batch processing, which becom…
Beijing Normal University 12-meter Interferometric kHz GW Detector Prototype: Design and Scientific Prospects
Mengyao Wang, Fan Zhang, Xinyao Guo +17
Current gravitational-wave detectors have achieved remarkable sensitivity around 100 Hz, enabling ground-breaking discoveries. Enhancing sensitivity at higher frequencies in the ki…
Robust Deep Signed Graph Clustering via Weak Balance Theory
Peiyao Zhao, Xin Li, Zeyu Zhang +3
Signed graph clustering is a critical technique for discovering community structures in graphs that exhibit both positive and negative relationships. We have identified two signifi…
Fundamental Physics and Cosmology with TianQin
Jun Luo, Haipeng An, Ligong Bian +33
The exploration of the surrounding world and the universe is an important theme in the legacy of humankind. The detection of gravitational waves is adding a new dimension to this g…
CSGDN: Contrastive Signed Graph Diffusion Network for Predicting Crop Gene-phenotype Associations
Yiru Pan, Xingyu Ji, Jiaqi You +5
Positive and negative association prediction between gene and phenotype helps to illustrate the underlying mechanism of complex traits in organisms. The transcription and regulatio…
wgatools: an ultrafast toolkit for manipulating whole genome alignments
Wenjie Wei, Songtao Gui, Jian Yang +3
Summary: With the rapid development of long-read sequencing technologies, the era of individual complete genomes is approaching. We have developed wgatools, a cross-platform, ultra…
Angle-dependent planar thermal Hall effect by quasi-ballistic phonons in black phosphorus
Xiaokang Li, Xiaodong Guo, Zengwei Zhu +1
The origin of the phonon thermal Hall effect in insulators is a matter of ongoing debate. The large amplitude of the signal in an elemental non-magnetic solid, such as black phosph…
SIGformer: Sign-aware Graph Transformer for Recommendation
Sirui Chen, Jiawei Chen, Sheng Zhou +5
In recommender systems, most graph-based methods focus on positive user feedback, while overlooking the valuable negative feedback. Integrating both positive and negative feedback…
The Physical Properties of Changing-look Blazars
Shi-Ju Kang, Bing Lyu, Qingwen Wu +2
Changing-look active galactic nuclei (AGNs) are a special class of AGNs that change their spectral type from type 1 to type 2 or vice versa. In recent years, a number of changing-l…
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference
Debo Cheng, Yang Xie, Ziqi Xu +5
In causal inference, it is a fundamental task to estimate the causal effect from observational data. However, latent confounders pose major challenges in causal inference in observ…
Design for Assurance: Employing Functional Verification Tools for Thwarting Hardware Trojan Threat in 3PIPs
Wei Hu, Beibei Li, Lingjuan Wu +3
Third-party intellectual property cores are essential building blocks of modern system-on-chip and integrated circuit designs. However, these design components usually come from ve…
Robust and Communication-Efficient Federated Domain Adaptation via Random Features
Zhanbo Feng, Yuanjie Wang, Jie Li +5
Modern machine learning (ML) models have grown to a scale where training them on a single machine becomes impractical. As a result, there is a growing trend to leverage federated l…
Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction
Xuan Lin, Lichang Dai, Yafang Zhou +9
Recent advances and achievements of artificial intelligence (AI) as well as deep and graph learning models have established their usefulness in biomedical applications, especially…
Generative Meta-Learning for Zero-Shot Relation Triplet Extraction
Wanli Li, Tieyun Qian, Yi Song +4
Zero-shot Relation Triplet Extraction (ZeroRTE) aims to extract relation triplets from texts containing unseen relation types. This capability benefits various downstream informati…
Automatic Semantic Modeling for Structural Data Source with the Prior Knowledge from Knowledge Base
Jiakang Xu, Wolfgang Mayer, HongYu Zhang +2
A critical step in sharing semantic content online is to map the structural data source to a public domain ontology. This problem is denoted as the Relational-To-Ontology Mapping P…
Rebalanced Zero-shot Learning
Zihan Ye, Guanyu Yang, Xiaobo Jin +2
Zero-shot learning (ZSL) aims to identify unseen classes with zero samples during training. Broadly speaking, present ZSL methods usually adopt class-level semantic labels and comp…