Jiezhong Qiu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 52

Top Topics

Matrix Factorization

Social Influence

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Bowen Wang, Chen Liang, Jiaze Wang, Jiezhong Qiu, Furui Liu, Shaogang Hao, Dong Li, Guangyong Chen, Xiaolong Zou, Pheng-Ann Heng
DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems. AAAI (2024)
Fei Yang, Shuang Peng, Ning Sun, Fangyu Wang, Yuanyuan Wang, Fu Wu, Jiezhong Qiu, Aimin Pan
Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment. ICPP (2024)
Kexin Chen, Hanqun Cao, Junyou Li, Yuyang Du, Menghao Guo, Xin Zeng, Lanqing Li, Jiezhong Qiu, Pheng-Ann Heng, Guangyong Chen
An Autonomous Large Language Model Agent for Chemical Literature Data Mining. CoRR (2024)
Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang
Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation. ACM Trans. Inf. Syst. 42 (2) (2024)
Fei Yang, Shuang Peng, Ning Sun, Fangyu Wang, Ke Tan, Fu Wu, Jiezhong Qiu, Aimin Pan
Holmes: Towards Distributed Training Across Clusters with Heterogeneous NIC Environment. CoRR (2023)
Bo Chen, Ziwei Xie, Jiezhong Qiu, Zhaofeng Ye, Jinbo Xu, Jie Tang
Improved the heterodimer protein complex prediction with protein language models. Briefings Bioinform. 24 (4) (2023)
Jonathan P. Mailoa, Xin Li, Jiezhong Qiu, Shengyu Zhang
Multi-Constraint Molecular Generation using Sparsely Labelled Training Data for Localized High-Concentration Electrolyte Diluent Screening. CoRR (2023)
Jonathan P. Mailoa, Zhaofeng Ye, Jiezhong Qiu, Chang-Yu Hsieh, Shengyu Zhang
Protein-Ligand Complex Generator & Drug Screening via Tiered Tensor Transform. CoRR (2023)
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang, Chengqiang Lu, Shengyu Zhang, Qi Liu, Jiezhong Qiu
Multi-task Bioassay Pre-training for Protein-ligand Binding Affinity Prediction. CoRR (2023)
Yuyang Xie, Jiezhong Qiu, Laxman Dhulipala, Wenjian Yu, Jie Tang, Richard Peng, Chi Wang
Towards Lightweight and Automated Representation Learning System for Networks. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Kexin Chen, Junyou Li, Kunyi Wang, Yuyang Du, Jiahui Yu, Jiamin Lu, Guangyong Chen, Lanqing Li, Jiezhong Qiu, Qun Fang, Pheng-Ann Heng
Towards an Automatic AI Agent for Reaction Condition Recommendation in Chemical Synthesis. CoRR (2023)
Shi-Xin Zhang, Jonathan Allcock, Zhou-Quan Wan, Shuo Liu, Jiace Sun, Hao Yu, Xing-Han Yang, Jiezhong Qiu, Zhaofeng Ye, Yu-Qin Chen, Chee-Kong Lee, Yi-Cong Zheng, Shao-Kai Jian, Hong Yao, Chang-Yu Hsieh, Shengyu Zhang
TensorCircuit: a Quantum Software Framework for the NISQ Era. Quantum 7 (2023)
Yuyang Xie, Jiezhong Qiu, Laxman Dhulipala, Wenjian Yu, Jie Tang, Richard Peng, Chi Wang
Towards Lightweight and Automated Representation Learning System for Networks. CoRR (2023)
Jiaxian Yan, Zhaofeng Ye, Ziyi Yang, Chengqiang Lu, Shengyu Zhang, Qi Liu, Jiezhong Qiu
Multi-task bioassay pre-training for protein-ligand binding affinity prediction. Briefings Bioinform. 25 (1) (2023)
Shengyu Zhang, Yunze Tong, Kun Kuang, Fuli Feng, Jiezhong Qiu, Jin Yu, Zhou Zhao, Hongxia Yang, Zhongfei Zhang, Fei Wu
Stable Prediction on Graphs with Agnostic Distribution Shifts. CDPD (2023)
Yuyang Xie, Yuxiao Dong, Jiezhong Qiu, Wenjian Yu, Xu Feng, Jie Tang
SketchNE: Embedding Billion-Scale Networks Accurately in One Hour. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries. KDD (2022)
Xiao Liu, Shiyu Zhao, Kai Su, Yukuo Cen, Jiezhong Qiu, Mengdi Zhang, Wei Wu, Yuxiao Dong, Jie Tang
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries. CoRR (2022)
Zhongwei Wan, Benyou Wang, Xin Liu, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang
Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation. CoRR (2022)
Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen
BaGuaLu: targeting brain scale pretrained models with over 37 million cores. PPoPP (2022)
Yuyang Xie, Xu Feng, Xizhi Zhang, Jiezhong Qiu, Wenjian Yu
Approximating Element-Wise Functions of Matrix with Improved Streaming Randomized SVD. ICTAI (2022)
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang
GLM: General Language Model Pretraining with Autoregressive Blank Infilling. ACL (1) (2022)
Jiaao He, Jiezhong Qiu, Aohan Zeng, Zhilin Yang, Jidong Zhai, Jie Tang
FastMoE: A Fast Mixture-of-Expert Training System. CoRR (2021)
Yijia Xiao, Jiezhong Qiu, Ziang Li, Chang-Yu Hsieh, Jie Tang
Modeling Protein Using Large-scale Pretrain Language Model. CoRR (2021)
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang
All NLP Tasks Are Generation Tasks: A General Pretraining Framework. CoRR (2021)
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
Pre-Trained Models: Past, Present and Future. CoRR (2021)
Xu Han, Zhengyan Zhang, Ning Ding, Yuxian Gu, Xiao Liu, Yuqi Huo, Jiezhong Qiu, Yuan Yao, Ao Zhang, Liang Zhang, Wentao Han, Minlie Huang, Qin Jin, Yanyan Lan, Yang Liu, Zhiyuan Liu, Zhiwu Lu, Xipeng Qiu, Ruihua Song, Jie Tang, Ji-Rong Wen, Jinhui Yuan, Wayne Xin Zhao, Jun Zhu
Pre-trained models: Past, present and future. AI Open 2 (2021)
Wei Jin, Yao Ma, Yiqi Wang, Xiaorui Liu, Jiliang Tang, Yukuo Cen, Jiezhong Qiu, Jie Tang, Chuan Shi, Yanfang Ye, Jiawei Zhang, Philip S. Yu
Graph Representation Learning: Foundations, Methods, Applications and Systems. KDD (2021)
Jiezhong Qiu, Laxman Dhulipala, Jie Tang, Richard Peng, Chi Wang
LightNE: A Lightweight Graph Processing System for Network Embedding. SIGMOD Conference (2021)
Ming Ding, Yuxiao Dong, Xiao Liu, Jiezhong Qiu, Jie Tang, Zhilin Yang
The International Workshop on Pretraining: Algorithms, Architectures, and Applications ([email protected] 2021). KDD (2021)
Junsheng Kong, Weizhao Li, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Jinhui Zhu, Shengyu Zhang
Learning Large-scale Network Embedding from Representative Subgraph. CoRR (2021)
Shengyu Zhang, Kun Kuang, Jiezhong Qiu, Jin Yu, Zhou Zhao, Hongxia Yang, Zhongfei Zhang, Fei Wu
Stable Prediction on Graphs with Agnostic Distribution Shift. CoRR (2021)
Yuyang Xie, Jiezhong Qiu, Wenjian Yu, Xu Feng, Yuxiang Chen, Jie Tang
NetMF+: Network Embedding Based on Fast and Effective Single-Pass Randomized Matrix Factorization. CoRR (2021)
Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang
Fast Extraction of Word Embedding from Q-contexts. CIKM (2021)
Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang
Fast Extraction of Word Embedding from Q-contexts. CoRR (2021)
Jiezhong Qiu, Chi Wang, Ben Liao, Richard Peng, Jie Tang
A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices. NeurIPS (2020)
Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training. CoRR (2020)
Jiezhong Qiu, Hao Ma, Omer Levy, Wen-tau Yih, Sinong Wang, Jie Tang
Blockwise Self-Attention for Long Document Understanding. EMNLP (Findings) (2020)
Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Ming Ding, Kuansan Wang, Jie Tang
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training. KDD (2020)
Jiezhong Qiu, Chi Wang, Ben Liao, Richard Peng, Jie Tang
Concentration Bounds for Co-occurrence Matrices of Markov Chains. CoRR (2020)
Jiezhong Qiu, Hao Ma, Omer Levy, Scott Wen-tau Yih, Sinong Wang, Jie Tang
Blockwise Self-Attention for Long Document Understanding. CoRR (2019)
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization. CoRR (2019)
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization. WWW (2019)
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard S. Zemel, Shengyu Zhang
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. CoRR (2019)
Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang
DeepInf: Social Influence Prediction with Deep Learning. KDD (2018)
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. WSDM (2018)
Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang
DeepInf: Social Influence Prediction with Deep Learning. CoRR (2018)
Jiezhong Qiu
Engagement and Incentives in Online Community: Observational Data, Prediction Models, and Field Experiments. WSDM (2018)
Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng, Tat-Seng Chua
Detecting Stress Based on Social Interactions in Social Networks. IEEE Trans. Knowl. Data Eng. 29 (9) (2017)
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. CoRR (2017)
Jiezhong Qiu, Jie Tang, Tracy Xiao Liu, Jie Gong, Chenhui Zhang, Qian Zhang, Yufei Xue
Modeling and Predicting Learning Behavior in MOOCs. WSDM (2016)
Jiezhong Qiu, Yixuan Li, Jie Tang, Zheng Lu, Hao Ye, Bo Chen, Qiang Yang, John E. Hopcroft
The Lifecycle and Cascade of WeChat Social Messaging Groups. WWW (2016)
Jiezhong Qiu, Yixuan Li, Jie Tang, Zheng Lu, Hao Ye, Bo Chen, Qiang Yang, John E. Hopcroft
The Lifecycle and Cascade of Social Messaging Groups. CoRR (2015)
Jian Song, Yong Cui, Minming Li, Jiezhong Qiu, Rajkumar Buyya
Energy-traffic tradeoff cooperative offloading for mobile cloud computing. IWQoS (2014)