Shichang Zhang

According to our database, Shichang Zhang authored at least 26 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hierarchical Compression of Text-Rich Graphs via Large Language Models.

Shichang Zhang, Da Zheng, Jiani Zhang, Qi Zhu, Xiang Song, Soji Adeshina, Christos Faloutsos, George Karypis, Yizhou Sun

CoRR, 2024

Automated Molecular Concept Generation and Labeling with Large Language Models.

Shichang Zhang, Botao Xia, Zimin Zhang, Qianli Wu, Fang Sun, Ziniu Hu, Yizhou Sun

CoRR, 2024

Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller.

Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu

CoRR, 2024

Efficient Ensembles Improve Training Data Attribution.

Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma

CoRR, 2024

Parameter-Efficient Tuning Large Language Models for Graph Representation Learning.

Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis

CoRR, 2024

Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks.

Yewen Wang, Shichang Zhang, John (Junghoo) Cho, Yizhou Sun

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models.

Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks.

Haoyu Li, Shichang Zhang, Longwen Tang, Mathieu Bauchy, Yizhou Sun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion.

Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Yuanzhou Chen, Yizhou Sun

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware.

Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan Lin, Jason Cong, Yizhou Sun

CoRR, 2023

PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction.

Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun

Proceedings of the ACM Web Conference 2023, 2023

Linkless Link Prediction via Relational Distillation.

Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao

Proceedings of the International Conference on Machine Learning, 2023

2022

Explaining Graph-level Predictions with Communication Structure-Aware Cooperative Games.

Shichang Zhang, Neil Shah, Yozen Liu, Yizhou Sun

CoRR, 2022

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games.

Shichang Zhang, Yozen Liu, Neil Shah, Yizhou Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation.

Shichang Zhang, Yozen Liu, Yizhou Sun, Neil Shah

Proceedings of the Tenth International Conference on Learning Representations, 2022

Graph Condensation for Graph Neural Networks.

Wei Jin, Lingxiao Zhao, Shichang Zhang, Yozen Liu, Jiliang Tang, Neil Shah

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Research on Recommendation Algorithm Based on Collaborative Filtering.

Shichang Zhang

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

2020

Multimedia based risk forecasting model for frequent natural disasters.

Yong Yang, Xin Gu, Shichang Zhang

Multim. Tools Appl., 2020

Prediction of Chronic Diseases in Elderly Based on Boltzmann Machine.

Xin Gu, Yong Yang, Shichang Zhang

J. Medical Imaging Health Informatics, 2020

Motif-Driven Contrastive Learning of Graph Representations.

Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun

CoRR, 2020

2019

Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator.

Shichang Zhang, Ying Wang, Xiaoming Chen, Yinhe Han, Yujie Wang, Xiaowei Li

IEICE Electron. Express, 2019

FSNet: A Target Detection Algorithm Based on a Fusion Shared Network.

Jie Jiang, Hui Xu, Shichang Zhang, Yujie Fang, Lai Kang

IEEE Access, 2019

2018

Implementing a SoC-FPGA Based Acceleration System for On-Board SVM Training for Robotic Transtibial Prostheses.

Jingeng Mai, Dongfang Xu, Haolin Li, Shichang Zhang, Jiaying Tan, Qining Wang

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018

Concept and Prototype Design of an Underwater Soft Exoskeleton.

Zhendong Zhang, Zhihao Zhou, Enhao Zheng, Yalei Zhou, Shichang Zhang, Jingeng Mai, Qining Wang

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

Performance analysis of hardware acceleration for locomotion mode recognition in robotic prosthetic control.

Jingeng Mai, Wanwen Chen, Shichang Zhang, Dongfang Xu, Qining Wang

Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018

2009

Characters of Frequency Response in a Coaxial Bragg Structure with Tapered Ripples.

Xueyong Ding, Shichang Zhang

Proceedings of the Second International Symposium on Intelligent Information Technology and Security Informatics, 2009