Juntong Ni

1. A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation
   2024/01/29 by Mohammad R. Hashemi, Shengbo Gong, Hashemi, Mohammad +9 · 17 citations
   Social Sciences · Computer Science · #Advanced Computing and Algorithms #Advanced Graph Neural Networks #Graph Theory and Algorithms
2. General Debiasing for Multimodal Sentiment Analysis
   2023/07/20 by Teng Sun, Juntong Ni, Sun, Teng +9 · 6 citations
   Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Sentiment Analysis and Opinion Mining
3. Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification
   2023/11/15 by Haoqiang Kang, Juntong Ni, Kang, Haoqiang +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
   2024/06/24 by Shengbo Gong, Gong, Shengbo, Juntong Ni +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
5. TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
   2025/06/06 by Zhiyuan Zhao, Juntong Ni, Zhao, Zhiyuan +9 · 3 citations
   Computer Science · Decision Sciences · Engineering · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning in Healthcare #Traffic Prediction and Management Techniques
6. PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation
   2025/09/23 by Juntong Ni, Ni, Juntong, Saurabh Kataria +9 · 4 citations
   Engineering · Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring
7. SeizureFormer: A Transformer Model for IEA-Based Seizure Risk Forecasting
   2025/04/13 by Tian Feng, Feng, Tianning, Juntong Ni +5 · 2 citations
   Computer Science · Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Machine Learning in Healthcare #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Scalable Graph Condensation with Evolving Capabilities
   2025/02/24 by Shengbo Gong, Mohammad R. Hashemi, Gong, Shengbo +7 · 3 citations
   Computer Science · #Model-Driven Software Engineering Techniques