Publications (31)
Hidden Reliability Risks in Large Language Models: Systematic Identification of Precision-Induced Output Disagreements
Yifei Wang, Tianlin Li, Xiaohan Zhang +4
Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge
Nuo Xu, Pinghui Wang, Junzhou Zhao +5
SceneJailEval: A Scenario-Adaptive Multi-Dimensional Framework for Jailbreak Evaluation
Lai Jiang, Yuekang Li, Xiaohan Zhang +2
Interaction-induced chiral-transport inversion
Li Pan, Qian Liang, Chang-An Yang +6
A Survey of Protocol Fuzzing
Xiaohan Zhang, Cen Zhang, Xinghua Li +8
Open Knowledge Base Canonicalization with Multi-task Learning
Bingchen Liu, Huang Peng, Weixin Zeng +3
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease
Xiaomin Ouyang, Xian Shuai, Yang Li +12
Open Knowledge Base Canonicalization with Multi-task Unlearning
Bingchen Liu, Shihao Hou, Weixin Zeng +3
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading
Li Pan, Yupei Zhang, Qiushi Yang +4
A multi-layer refined network model for the identification of essential proteins
Haoyue Wang, Li Pan, Bo Yang +2
A protein network refinement method based on module discovery and biological information
Li Pan, Haoyue Wang, Jing Sun +3
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning
Yupei Zhang, Li Pan, Qiushi Yang +2
From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited
Zheng Wang, Hongming Ding, Li Pan +3
A Model Stealing Attack Against Multi-Exit Networks
Li Pan, Lv Peizhuo, Chen Kai +3
Accurate Indoor Radio Frequency Imaging using a New Extended Rytov Approximation for Lossy Media
Amartansh Dubey, Samruddhi Deshmukh, Li Pan +2
Identifying Autism Spectrum Disorder Based on Individual-Aware Down-Sampling and Multi-Modal Learning
Li Pan, Jundong Liu, Mingqin Shi +2
Mining Application-aware Community Organization with Expanded Feature Subspaces from Concerned Attributes in Social Networks
Peng Wu, Li Pan
rLLM: Relational Table Learning with LLMs
Weichen Li, Xiaotong Huang, Jianwu Zheng +4
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration
Li Pan, Yupei Zhang, Qiushi Yang +2
LakeMLB: Data Lake Machine Learning Benchmark
Feiyu Pan, Tianbin Zhang, Aoqian Zhang +5
MASteer: Multi-Agent Adaptive Steer Strategy for End-to-End LLM Trustworthiness Repair
Changqing Li, Tianlin Li, Xiaohan Zhang +2
Distinguish Confusing Law Articles for Legal Judgment Prediction
Nuo Xu, Pinghui Wang, Long Chen +3
TLSQL: Table Learning Structured Query Language
Feiyang Chen, Ken Zhong, Aoqian Zhang +3
COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection
Yi Ouyang, Peng Wu, Li Pan
Market-Oriented Online Bi-Objective Service Scheduling for Pleasingly Parallel Jobs with Variable Resources in Cloud Environments
Bingbing Zheng, Li Pan, Shijun Liu
Multimodal Deep Network Embedding with Integrated Structure and Attribute Information
Conghui Zheng, Li Pan, Peng Wu
Mining Target Attribute Subspace and Set of Target Communities in Large Attributed Networks
Peng Wu, Li Pan
ADCrowdNet: An Attention-injective Deformable Convolutional Network for Crowd Understanding
Ning Liu, Yongchao Long, Changqing Zou +3
DCS Chain: A Flexible Private Blockchain System
Jianwu Zheng, Siyuan Zhao, Zheng Wang +2
Trusted Weights, Treacherous Optimizations? Optimization-Triggered Backdoor Attacks on LLMs
Yifei Wang, Tianlin Li, Xiaohan Zhang +3
CRAVE: A Conflicting Reasoning Approach for Explainable Claim Verification Using LLMs
Yingming Zheng, Xiaoliang Liu, Peng Wu +1