Shichang Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Cooperative Games

Graph Representation

Top Venues

Publications

Yewen Wang, Shichang Zhang, John (Junghoo) Cho, Yizhou Sun
Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks. SDM (2024)
Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu
Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller. CoRR (2024)
Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma
Efficient Ensembles Improve Training Data Attribution. CoRR (2024)
Shichang Zhang, Botao Xia, Zimin Zhang, Qianli Wu, Fang Sun, Ziniu Hu, Yizhou Sun
Automated Molecular Concept Generation and Labeling with Large Language Models. CoRR (2024)
Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Yuanzhou Chen, Yizhou Sun
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion. ACL (Findings) (2024)
Haoyu Li, Shichang Zhang, Longwen Tang, Mathieu Bauchy, Yizhou Sun
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks. CoRR (2024)
Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning. CoRR (2024)
Shichang Zhang, Da Zheng, Jiani Zhang, Qi Zhu, Xiang Song, Soji Adeshina, Christos Faloutsos, George Karypis, Yizhou Sun
Hierarchical Compression of Text-Rich Graphs via Large Language Models. CoRR (2024)
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan Lin, Jason Cong, Yizhou Sun
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware. CoRR (2023)
Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. CoRR (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW (2023)
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
Linkless Link Prediction via Relational Distillation. ICML (2023)
Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR (2023)
Shichang Zhang, Yozen Liu, Yizhou Sun, Neil Shah
Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation. ICLR (2022)
Shichang Zhang, Neil Shah, Yozen Liu, Yizhou Sun
Explaining Graph-level Predictions with Communication Structure-Aware Cooperative Games. CoRR (2022)
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
Linkless Link Prediction via Relational Distillation. CoRR (2022)
Wei Jin, Lingxiao Zhao, Shichang Zhang, Yozen Liu, Jiliang Tang, Neil Shah
Graph Condensation for Graph Neural Networks. ICLR (2022)
Shichang Zhang, Yozen Liu, Neil Shah, Yizhou Sun
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games. NeurIPS (2022)
Shichang Zhang, Yozen Liu, Yizhou Sun, Neil Shah
Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation. CoRR (2021)
Wei Jin, Lingxiao Zhao, Shichang Zhang, Yozen Liu, Jiliang Tang, Neil Shah
Graph Condensation for Graph Neural Networks. CoRR (2021)
Shichang Zhang
Research on Recommendation Algorithm Based on Collaborative Filtering. ICAIIS (2021)
Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun
Motif-Driven Contrastive Learning of Graph Representations. CoRR (2020)
Jie Jiang, Hui Xu, Shichang Zhang, Yujie Fang, Lai Kang
FSNet: A Target Detection Algorithm Based on a Fusion Shared Network. IEEE Access 7 (2019)
Shichang Zhang, Ying Wang, Xiaoming Chen, Yinhe Han, Yujie Wang, Xiaowei Li
Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator. IEICE Electron. Express 16 (14) (2019)
Jingeng Mai, Wanwen Chen, Shichang Zhang, Dongfang Xu, Qining Wang
Performance analysis of hardware acceleration for locomotion mode recognition in robotic prosthetic control. CBS (2018)
Zhendong Zhang, Zhihao Zhou, Enhao Zheng, Yalei Zhou, Shichang Zhang, Jingeng Mai, Qining Wang
Concept and Prototype Design of an Underwater Soft Exoskeleton. CBS (2018)
Jingeng Mai, Dongfang Xu, Haolin Li, Shichang Zhang, Jiaying Tan, Qining Wang
Implementing a SoC-FPGA Based Acceleration System for On-Board SVM Training for Robotic Transtibial Prostheses. RCAR (2018)