Shichang Zhang

1. SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
   2023/07/20 by Xiaoxuan Wang, Wang, Xiaoxuan, Ziniu Hu +17 · 40 citations
   Computer Science · Psychology · Social Sciences · #Online Learning and Analytics #Educational Strategies and Epistemologies #Education and Critical Thinking Development
2. Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation
   2021/10/17 by Shichang Zhang, Zhang, Shichang, Yozen Liu +5 · 10 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
3. Graph Condensation for Graph Neural Networks
   2021/10/14 by Wei Jin, Jin, Wei, Lingxiao Zhao +9 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
4. PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction
   2023/02/24 by Shichang Zhang, Jiani Zhang, Zhang, Shichang +11 · 7 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
5. GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
   2022/01/28 by Shichang Zhang, Yozen Liu, Zhang, Shichang +5 · 4 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Machine Learning in Materials Science
6. A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
   2023/06/24 by Shichang Zhang, Atefeh Sohrabizadeh, Zhang, Shichang +15 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)
7. Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
   2024/04/28 by Qi Zhu, Da Zheng, Zhu, Qi +11 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Semantic Web and Ontologies
8. Who Gets Credit or Blame? Attributing Accountability in Modern AI Systems
   2025/05/30 by Shichang Zhang, Zhang, Shichang, Hongguang Du +5 · 1 citation
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Blockchain Technology Applications and Security
9. An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay
   2024/12/11 by Tianjian Guo, Indranil R. Bardhan, Ying Ding +1 · 1 citation
   Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare