Papers
Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning
Peiliang Zhang, Jingling Yuan, Chao Che et al.
Category-aware EEG Image Generation Based on Wavelet Transform and Contrast Semantic Loss
Enshang Zhang, Zhicheng Zhang, Takashi Hanakawa
MedualTime: A Dual-Adapter Language Model for Medical Time Series-Text Multimodal Learning
Jiexia Ye, Weiqi Zhang, Ziyue Li et al.
KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks
Siyuan Yang, Cheng Song, Zhilu Lai et al.
Endowing Interpretability for Neural Cognitive Diagnosis by Efficient Kolmogorov-Arnold Networks
Shangshang Yang, Linrui Qin, Xiaoshan Yu et al.
Backdoor Attack on Vertical Federated Graph Neural Network Learning
Jirui Yang, Peng Chen, Zhihui Lu et al.
UltraModel: A Modeling Paradigm for Industrial Objects
Haoran Yang, Yinan Zhang, Qunshan He et al.
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
Ping Xu, Zhiyuan Ning, Pengjiang Li et al.
EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos
Bo Xu, Quanhao Zhu, Qingchen Zhang et al.
Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models
Guangzhi Xiong, Eric Xie, Corey Williams et al.
Electron Density-enhanced Molecular Geometry Learning
Hongxin Xiang, Jun Xia, Xin Jin et al.
ARMR: Adaptively Responsive Network for Medication Recommendation
Feiyue Wu, Tianxing Wu, Shenqi Jing
Attention-based Conditional Random Field for Financial Fraud Detection
Xiaoguang Wang, Chenxu Wang, Luyue Zhang et al.
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction
Suixue Wang, Shilin Zhang, Huiyuan Lai et al.
Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction
Qinghua Wang, Xu Zhang, Lingyan Yang et al.
Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation
Ning Wang, Zihan Yan, Weiyang Li et al.
TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference
Hongyu Wang, Lisi Chen, Shuo Shang
ST-TAR: An Efficient Spatio-Temporal Learning Framework for Traffic Accident Risk Forecasting
Hongyu Wang, Lisi Chen, Shuo Shang et al.
Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics
Daoyuan Wang, Lu Gao, Wenlan Chen et al.
Robust Misinformation Detection by Visiting Potential Commonsense Conflict
Bing Wang, Ximing Li, Changchun Li et al.
PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems
Han Wan, Rui Zhang, Qi Wang et al.
LogiCase: Effective Test Case Generation from Logical Description in Competitive Programming
Sicheol Sung, Aditi, Dogyu Kim et al.
MTPNet: Multi-Grained Target Perception for Unified Activity Cliff Prediction
Zishan Shu, Yufan Deng, Hongyu Zhang et al.
PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction
Xiangxiang Shen, Zheng Wan, Lingfeng Wen et al.
BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models
Xiuwei Shang, Guoqiang Chen, Shaoyin Cheng et al.