Publications (49)
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection
Xiping Li, Xiangyu Dong, Xingyi Zhang +7
Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing
Shanshan Wang, Ying Hu, Xun Yang +3
Machine learning prediction of network dynamics with privacy protection
Xin Xia, Yansen Su, Linyuan Lv +3
Multimodal Mixture-of-Experts with Retrieval Augmentation for Protein Active Site Identification
Jiayang Wu, Jiale Zhou, Rubo Wang +5
A Privacy-Preserving Data Collection Method for Diversified Statistical Analysis
Hao Jiang, Quan Zhou, Dongdong Zhao +3
Deep Reinforcement Learning-Assisted Automated Operator Portfolio for Constrained Multi-objective Optimization
Shuai Shao, Ye Tian, Shangshang Yang +1
Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing
Haiping Ma, Aoqing Xia, Changqian Wang +2
Dual-stream Feature Augmentation for Domain Generalization
Shanshan Wang, ALuSi, Xun Yang +3
PEOAT: Personalization-Guided Evolutionary Question Assembly for One-Shot Adaptive Testing
Xiaoshan Yu, Ziwei Huang, Shangshang Yang +3
Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator
Yusong Zhang, Kun Xie, Xingyi Zhang +2
QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching
Ke Xu, Yixin Wang, Zhongcheng Li +3
FedCD: A Fairness-aware Federated Cognitive Diagnosis Framework
Shangshang Yang, Jialin Han, Xiaoshan Yu +5
Closing the Confusion Loop: CLIP-Guided Alignment for Source-Free Domain Adaptation
Shanshan Wang, Ziying Feng, Xiaozheng Shen +4
GEAR-VLA: Learning Geometry-Aware Action Representations for Generalizable Robotic Manipulation
Yuan Zhang, Shiqi Zhang, Yedong Shen +11
Breaking Robustness Barriers in Cognitive Diagnosis: A One-Shot Neural Architecture Search Perspective
Ziwen Wang, Shangshang Yang, Xiaoshan Yu +2
Learning states enhanced knowledge tracing: Simulating the diversity in real-world learning process
Shanshan Wang, Xueying Zhang, Keyang Wang +2
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness
Yunfei Zhang, Chuan Qin, Dazhong Shen +4
EQ-Net: Elastic Quantization Neural Networks
Ke Xu, Lei Han, Ye Tian +2
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation
Xiaoshan Yu, Chuan Qin, Qi Zhang +4
Balancing property optimization and constraint satisfaction for constrained multi-property molecular optimization
Xin Xia, Yajie Zhang, Xiangxiang Zeng +3
Towards More Accurate Full-Atom Antibody Co-Design
Jiayang Wu, Xingyi Zhang, Xiangyu Dong +5
Enhancing Cognitive Diagnosis using Un-interacted Exercises: A Collaboration-aware Mixed Sampling Approach
Haiping Ma, Changqian Wang, Hengshu Zhu +3
A Unified Method of Detecting Core-Periphery Structure and Community Structure in Networks
Bing-Bing Xiang, Zhong-Kui Bao, Chuang Ma +3
PATH-Bench: Path-Dependent Evaluation of Lifelong Agents
Xidong Yang, Xingyi Zhang, Wenhao Li +7
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization
Ye Tian, Ran Cheng, Xingyi Zhang +1
Fast and Accurate Antibody Sequence Design via Structure Retrieval
Xingyi Zhang, Kun Xie, Ningqiao Huang +5
Optimal Constructions for DNA Self-Assembly of -Regular Graphs
Lisa Baek, Ethan Bove, Michael Cho +5
SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
Xiangyu Dong, Xingyi Zhang, Lei Chen +2
SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection
Xiangyu Dong, Xingyi Zhang, Yanni Sun +3
Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction
Yu Wang, Yangguang Zhang, Shengxiang Lin +2
Graphs with Many Hamiltonian Paths
Erik Carlson, Willem Fletcher, MurphyKate Montee +3
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation
Shangshang Yang, Ye Tian, Xiaoshu Xiang +2
FracAug: Fractional Augmentation boost Graph-level Anomaly Detection under Limited Supervision
Xiangyu Dong, Xingyi Zhang, Sibo Wang
Evolutionary Neural Architecture Search for Transformer in Knowledge Tracing
Shangshang Yang, Xiaoshan Yu, Ye Tian +3
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
Shangshang Yang, Mingyang Chen, Ziwen Wang +4
See, Plan, Snap: Evaluating Multimodal GUI Agents in Scratch
Xingyi Zhang, Yulei Ye, Kaifeng Huang +2
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes
Xiaoshan Yu, Chuan Qin, Dazhong Shen +4
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation
Shanshan Wang, Hao Zhou, Xun Yang +4
UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization
Cuiqun Chen, Qi Chen, Bin Yang +1
Dual-State Personalized Knowledge Tracing with Emotional Incorporation
Shanshan Wang, Fangzheng Yuan, Keyang Wang +3
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search
Shangshang Yang, Haiping Ma, Cheng Zhen +4
Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
Xiangyu Dong, Xingyi Zhang, Sibo Wang
Learning Based Proximity Matrix Factorization for Node Embedding
Xingyi Zhang, Kun Xie, Sibo Wang +1
Trustworthy Intelligent Education: A Systematic Perspective on Progress, Challenges, and Future Directions
Xiaoshan Yu, Shangshang Yang, Ziwen Wang +2
AgentCAT: Simulating Computerized Adaptive Testing via Multi-Agent Large Language Models
Weiyuan Zhou, Haiping Ma, Xiaoshan Yu +3
Unlocking Static Polarization and Strain Density Waves in Perovskites by Softening a Hidden Antiferrodistortive Tilt Gradient Mode
Yajun Zhang, Devesh R. Kripalani, Xu He +9
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis
Shanshan Wang, Zhen Zeng, Xun Yang +1
Towards Deeper Understanding of PPR-based Embedding Approaches: A Topological Perspective
Xingyi Zhang, Zixuan Weng, Sibo Wang
Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics
Ye Tian, Xingyi Zhang, Cheng He +2