Shuiwang Ji
2006–2026 年に発表
- 248
- 論文数
- 19,071
- 被引用数
- 66
- h 指数
- 175
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science60.9%
- Engineering9.4%
- Medicine6.9%
- Biochemistry, Genetics and Molecular Biology6.5%
- Neuroscience4.7%
- Materials Science2.2%
- その他9.4%
トピック
- Advanced Graph Neural Networks6%
- Face and Expression Recognition3.8%
- Topic Modeling2.7%
- Domain Adaptation and Few-Shot Learning2.4%
- Sparse and Compressive Sensing Techniques2.3%
- Text and Document Classification Technologies2.2%
- その他80.6%
共著者
全論文
- TrustLLM: Trustworthiness in Large Language Models
著者: Lichao Sun, Yue Huang, Haoran Wang, Siyuan Wu, Qihui Zhang, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yue Zhao - arXiv (Cornell University), CoRR 2024 被引用: 410
- Explainability in Graph Neural Networks: A Taxonomic Survey
著者: Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2022 被引用: 498
- Self-Supervised Learning of Graph Neural Networks: A Unified Review
著者: Yaochen Xie, Xu Zhao, Jingtun Zhang, Zhengyang Wang, Shuiwang Ji - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2022 被引用: 365
- Towards Deeper Graph Neural Networks
著者: Meng Liu, Hongyang Gao, Shuiwang Ji - SIGKDD International Conference on Knowledge Discovery & Data Mining 2020 被引用: 501
- XGNN: Towards Model-Level Explanations of Graph Neural Networks
著者: Hao Yuan, Jiliang Tang, Xia Hu, Shuiwang Ji - SIGKDD International Conference on Knowledge Discovery & Data Mining 2020 被引用: 264
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
著者: Xuan Zhang, Limei Wang, Jacob Helwig, Youzhi Luo, Cong Fu, Yaochen Xie, Meng Liu, Yuchao Lin, Xu Zhao, Keqiang Yan, Keir Adams, Maurice Weiler, Xiner Li, Tianfan Fu, Yucheng Wang, Alex Strasser, Haiyang Yu, Yuqing Xie, Xiang Fu, Shenglong Xu, Yi Liu, Yuanqi Du, Alexandra Saxton, Hongyi Ling, Hannah R. Lawrence, H. Stärk, Shurui Gui, Carl N. Edwards, Nicholas Gao, Adriana Ladera, Tailin Wu, Elyssa F. Hofgard, Aria Mansouri Tehrani, Rui Wang, Ameya Daigavane, Montgomery Bohde, Jerry Kurtin, Qian Huang, Tuong Phung, Minkai Xu, Chaitanya K. Joshi, Simon V. Mathis, Kamyar Azizzadenesheli, Ada Fang, Alán Aspuru‐Guzik, Erik J. Bekkers, Michael M. Bronstein, Marinka Žitnik, Anima Anandkumar, Stefano Ermon, Píetro Lió, Rose Yu, Stephan Günnemann, Jure Leskovec, Heng Ji, Jimeng Sun, Regina Barzilay, Tommi Jaakkola, Connor W. Coley, Xiaoning Qian, Xiaofeng Qian, Tess Smidt, Shuiwang Ji - Foundations and Trends® in Machine Learning, Found. Trends Mach. Learn. 2025 被引用: 141
- Graph U-Nets
著者: Hongyang Gao, Shuiwang Ji - IEEE Transactions on Pattern Analysis and Machine Intelligence, ICML 2019 被引用: 1,315
- Large-Scale Learnable Graph Convolutional Networks
著者: Hongyang Gao, Zhengyang Wang, Shuiwang Ji - SIGKDD International Conference on Knowledge Discovery & Data Mining 2018 被引用: 458
- Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding
著者: Xiner Li, Yulai Zhao, Chenyu Wang, Gabriele Scalia, Gökcen Eraslan, Surag Nair, Tommaso Biancalani, Shuiwang Ji, Aviv Regev, Sergey Levine, Masatoshi Uehara - NeurIPS 2025 被引用: 124
- Adversarial Attacks and Defenses on Graphs
著者: Wei Jin, Yaxin Li, Han Xu, Yiqi Wang, Shuiwang Ji, Charu Aggarwal, Jiliang Tang - ACM SIGKDD Explorations Newsletter, SIGKDD Explor. 2020 被引用: 162
- Deep Adversarial Learning for Multi-Modality Missing Data Completion
著者: Lei Cai, Zhengyang Wang, Hongyang Gao, Dinggang Shen, Shuiwang Ji - SIGKDD International Conference on Knowledge Discovery & Data Mining 2018 被引用: 160
- A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
著者: Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han - Conference on Empirical Methods in Natural Language Processing, EMNLP 2024 被引用: 57
- Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
著者: Shubham Parashar, Shurui Gui, Xiner Li, Hongyi Ling, Sushil Vemuri, Blake Olson, Eric Li, Yu Zhang, James Caverlee, Dileep Kalathil, Shuiwang Ji - arXiv (Cornell University), CoRR 2025 被引用: 56
- Generating 3D Molecules for Target Protein Binding
著者: Meng Liu, Youzhi Luo, Kanji Uchino, Koji Maruhashi, Shuiwang Ji - ICML 2022 被引用: 186
- Deep convolutional neural networks for multi-modality isointense infant brain image segmentation
著者: Wenlu Zhang, Rongjian Li, Houtao Deng, Li Wang, Weili Lin, Shuiwang Ji, Dinggang Shen - NeuroImage 2015 被引用: 831
- Advanced graph and sequence neural networks for molecular property prediction and drug discovery
著者: Zhengyang Wang, Meng Liu, Youzhi Luo, Xu Zhao, Yaochen Xie, Limei Wang, Lei Cai, Qi Qi, Zhuoning Yuan, Tianbao Yang, Shuiwang Ji - Bioinformatics, Bioinform. 2022 被引用: 114
- Generative AI for Autonomous Driving: Frontiers and Opportunities
著者: Yuping Wang, Shuo Xing, Can, Cui, Renjie Li, Hong Hua, Kexin Tian, Zhaobin Mo, Xiangbo Gao, Keshu Wu, Sulong Zhou, Hengxu You, Juntong Peng, Junge Zhang, Zehao Wang, Rui Song, Mingxuan Yan, Walter Zimmer, Xingcheng Zhou, Peiran Li, Zhong-Yi Lu, Chia-Ju Chen, Yue Huang, Ryan A. Rossi, Lichao Sun, Hongkai Yu, Zhiwen Fan, Yang, Frank Hao, Yuhao Kang, Ross Greer, Chenxi Liu, Eun Hak Lee, Xuan Di, Xinyue Ye, Liu Ren, Alois Knoll, Xiaopeng Li, Shuiwang Ji, Masayoshi Tomizuka, Marco Pavone, Tianbao Yang, Jing Du, Ming–Hsuan Yang, Wei Hua, Ziran Wang, Yang Zhou, Jiachen Li, Zhengzhong Tu - ArXiv.org, CoRR 2025 被引用: 44
- Feature Selection Based on Structured Sparsity: A Comprehensive Study
著者: Jie Gui, Zhenan Sun, Shuiwang Ji, Dacheng Tao, Tieniu Tan - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2016 被引用: 339
- Political-LLM: Large Language Models in Political Science
著者: Lincan Li, Jiaqi Li, Catherine Chen, Fred Gui, Hongjia Yang, Chenxiao Yu, Zhengguang Wang, Jianing Cai, Junlong Aaron Zhou, Bolin Shen, Alex Qian, Weixin Chen, Zhongkai Xue, Lichao Sun, Lifang He, Hanjie Chen, Kaize Ding, Zijian Du, Fangzhou Mu, Jiaxin Pei, Jieyu Zhao, Swabha Swayamdipta, Willie Neiswanger, Hua Wei, Xiyang Hu, Shixiang Zhu, Tianlong Chen, Yingzhou Lu, Yang Shi, Lianhui Qin, Tianfan Fu, Zhengzhong Tu, Yuzhe Yang, Jaemin Yoo, Jiaheng Zhang, Ryan A. Rossi, Liang Zhan, Liang Zhao, Emilio Ferrara, Yan Liu, Furong Huang, Xiangliang Zhang, Lawrence Rothenberg, Shuiwang Ji, Philip S. Yu, Yue Zhao, Yushun Dong - arXiv (Cornell University), CoRR 2024 被引用: 39
- Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis
著者: Rongjian Li, Wenlu Zhang, Heung-Il Suk, Li Wang, Jiang Li, Dinggang Shen, Shuiwang Ji - Lecture notes in computer science, MICCAI (3) 2014 被引用: 486
- Spherical Message Passing for 3D Molecular Graphs
著者: Yi Liu, Limei Wang, Meng Liu, Yuchao Lin, Xuan Zhang, Bora Oztekin, Shuiwang Ji - ICLR 2022 被引用: 265
- Eliminating Position Bias of Language Models: A Mechanistic Approach
著者: Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji - ICLR 2025 被引用: 78
- On Explainability of Graph Neural Networks via Subgraph Explorations
著者: Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji - ICML 2021 被引用: 540
- Non-Local U-Nets for Biomedical Image Segmentation
著者: Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji - AAAI Conference on Artificial Intelligence 2020 被引用: 188
