Shichang Zhang

44 papers A* 7A 1B 1Journal 29Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Accountability Attribution: Tracing Model Behavior to Training Processes. CoRR Shichang Zhang, Hongzhe Du, Karim Saraipour, Jiaqi W. Ma, Himabindu Lakkaraju
2025	J	`jnl`	An Explainable Artificial Intelligence Approach Using Graph Learning to Predict Intensive Care Unit Length of Stay. Inf. Syst. Res. Tianjian Guo, Indranil R. Bardhan, Ying Ding, Shichang Zhang
2025	B	`conf`	Automated Molecular Concept Generation and Labeling with Large Language Models. COLING Zimin Zhang, Qianli Wu, Botao Xia, Fang Sun, Ziniu Hu, Yizhou Sun, Shichang Zhang
2025	J	`jnl`	Building Bridges, Not Walls - Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution. CoRR Shichang Zhang, Tessa Han, Usha Bhalla, Hima Lakkaraju
2025	J	`jnl`	FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion. CoRR Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Adrian Chen, Yizhou Sun
2025	J	`jnl`	From Indirect Object Identification to Syllogisms: Exploring Binary Mechanisms in Transformer Circuits. CoRR Karim Saraipour, Shichang Zhang
2025	J	`jnl`	Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction. CoRR Zongyue Qin, Shichang Zhang, Mingxuan Ju, Tong Zhao, Neil Shah, Yizhou Sun
2025	J	`jnl`	How Post-Training Reshapes LLMs: A Mechanistic View on Knowledge, Truthfulness, Refusal, and Confidence. CoRR Hongzhe Du, Weikai Li, Min Cai, Karim Saraipour, Zimin Zhang, Himabindu Lakkaraju, Yizhou Sun, Shichang Zhang
2025	J	`jnl`	Large Language Model Agent: A Survey on Methodology, Applications and Challenges. CoRR Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang
2025	J	`jnl`	Retention analysis of edited knowledge after fine-tuning. CoRR Fufang Wen, Shichang Zhang
2024	J	`jnl`	Automated Molecular Concept Generation and Labeling with Large Language Models. CoRR Shichang Zhang, Botao Xia, Zimin Zhang, Qianli Wu, Fang Sun, Ziniu Hu, Yizhou Sun
2024	J	`jnl`	Efficient Ensembles Improve Training Data Attribution. CoRR Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma
2024	—	`conf`	FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion. ACL (Findings) Fred Xu, Song Jiang, Zijie Huang, Xiao Luo, Shichang Zhang, Yuanzhou Chen, Yizhou Sun
2024	J	`jnl`	Generalized Group Data Attribution. CoRR Dan Ley, Suraj Srinivas, Shichang Zhang, Gili Rusak, Himabindu Lakkaraju
2024	J	`jnl`	Hierarchical Compression of Text-Rich Graphs via Large Language Models. CoRR Shichang Zhang, Da Zheng, Jiani Zhang, Qi Zhu, Xiang Song, Soji Adeshina, Christos Faloutsos, George Karypis, Yizhou Sun
2024	A	`conf`	Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks. SDM Yewen Wang, Shichang Zhang, John (Junghoo) Cho, Yizhou Sun
2024	J	`jnl`	Motif-Driven Contrastive Learning of Graph Representations. IEEE Trans. Knowl. Data Eng. Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun
2024	J	`jnl`	Parameter-Efficient Tuning Large Language Models for Graph Representation Learning. CoRR Qi Zhu, Da Zheng, Xiang Song, Shichang Zhang, Bowen Jin, Yizhou Sun, George Karypis
2024	A*	`conf`	Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks. ICML Haoyu Li, Shichang Zhang, Longwen Tang, Mathieu Bauchy, Yizhou Sun
2024	J	`jnl`	Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks. CoRR Haoyu Li, Shichang Zhang, Longwen Tang, Mathieu Bauchy, Yizhou Sun
2024	A*	`conf`	SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. ICML Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
2024	J	`jnl`	Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller. CoRR Min Cai, Yuchen Zhang, Shichang Zhang, Fan Yin, Difan Zou, Yisong Yue, Ziniu Hu
2023	J	`jnl`	A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware. CoRR Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan Lin, Jason Cong, Yizhou Sun
2023	A*	`conf`	Linkless Link Prediction via Relational Distillation. ICML Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
2023	A*	`conf`	PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. WWW Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
2023	J	`jnl`	PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction. CoRR Shichang Zhang, Jiani Zhang, Xiang Song, Soji Adeshina, Da Zheng, Christos Faloutsos, Yizhou Sun
2023	J	`jnl`	SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models. CoRR Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang
2022	J	`jnl`	Explaining Graph-level Predictions with Communication Structure-Aware Cooperative Games. CoRR Shichang Zhang, Neil Shah, Yozen Liu, Yizhou Sun
2022	A*	`conf`	GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games. NeurIPS Shichang Zhang, Yozen Liu, Neil Shah, Yizhou Sun
2022	A*	`conf`	Graph Condensation for Graph Neural Networks. ICLR Wei Jin, Lingxiao Zhao, Shichang Zhang, Yozen Liu, Jiliang Tang, Neil Shah
2022	A*	`conf`	Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation. ICLR Shichang Zhang, Yozen Liu, Yizhou Sun, Neil Shah
2022	J	`jnl`	Linkless Link Prediction via Relational Distillation. CoRR Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
2021	J	`jnl`	Graph Condensation for Graph Neural Networks. CoRR Wei Jin, Lingxiao Zhao, Shichang Zhang, Yozen Liu, Jiliang Tang, Neil Shah
2021	J	`jnl`	Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation. CoRR Shichang Zhang, Yozen Liu, Yizhou Sun, Neil Shah
2021	—	`conf`	Research on Recommendation Algorithm Based on Collaborative Filtering. ICAIIS Shichang Zhang
2020	J	`jnl`	Motif-Driven Contrastive Learning of Graph Representations. CoRR Shichang Zhang, Ziniu Hu, Arjun Subramonian, Yizhou Sun
2020	J	`jnl`	Multimedia based risk forecasting model for frequent natural disasters. Multim. Tools Appl. Yong Yang, Xin Gu, Shichang Zhang
2020	J	`jnl`	Prediction of Chronic Diseases in Elderly Based on Boltzmann Machine. J. Medical Imaging Health Informatics Xin Gu, Yong Yang, Shichang Zhang
2019	J	`jnl`	FSNet: A Target Detection Algorithm Based on a Fusion Shared Network. IEEE Access Jie Jiang, Hui Xu, Shichang Zhang, Yujie Fang, Lai Kang
2019	J	`jnl`	Thread: Towards fine-grained precision reconfiguration in variable-precision neural network accelerator. IEICE Electron. Express Shichang Zhang, Ying Wang, Xiaoming Chen, Yinhe Han, Yujie Wang, Xiaowei Li
2018	—	`conf`	Concept and Prototype Design of an Underwater Soft Exoskeleton. CBS Zhendong Zhang, Zhihao Zhou, Enhao Zheng, Yalei Zhou, Shichang Zhang, Jingeng Mai, Qining Wang
2018	—	`conf`	Implementing a SoC-FPGA Based Acceleration System for On-Board SVM Training for Robotic Transtibial Prostheses. RCAR Jingeng Mai, Dongfang Xu, Haolin Li, Shichang Zhang, Jiaying Tan, Qining Wang
2018	—	`conf`	Performance analysis of hardware acceleration for locomotion mode recognition in robotic prosthetic control. CBS Jingeng Mai, Wanwen Chen, Shichang Zhang, Dongfang Xu, Qining Wang
2009	—	`conf`	Characters of Frequency Response in a Coaxial Bragg Structure with Tapered Ripples. IITSI Xueyong Ding, Shichang Zhang