James Cheng - Publications, H-index & Citations

James Cheng

CUHK

48H指数

261论文数

8.2K被引数

收录论文 18

发表时间

Predicting drug responses of unseen cell types through transfer learning with foundation models 通过基础模型迁移学习预测未见细胞类型的药物反应

Nature Computational Science

IF18.3

2025-10-03

PREAI

Yixuan Wang; Xinyuan Liu; Yimin Fan; Binghui Xie; James Cheng; Kam Chung Wong; Peter Cheung; Irwin King; Yu Li

Solving the non-submodular network collapse problems via Decision Transformer

NEURAL NETWORKS

IF6.3

2024-08-01

PREAI

Ma, Kaili; Yang, Han; Yang, Shanchao; Zhao, Kangfei; Li, Lanqing; Chen, Yongqiang; Huang, Junzhou; Cheng, James; Rong, Yu

GRACE: A General Graph Convolution Framework for Attributed Graph Clustering

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2023-02-22

PREAI

Kamhoua, Barakeel Fanseu; Zhang, Lin; Ma, Kaili; Cheng, James; Li, Bo; Han, Bo

TensorOpt: Exploring the Tradeoffs in Distributed DNN Training With Auto-Parallelism

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-08-01

OAAI

Cai, Zhenkun; Yan, Xiao; Ma, Kaihao; Wu, Yidi; Huang, Yuzhen; Cheng, James; Su, Teng; Yu, Fan

Elastic Deep Learning in Multi-Tenant GPU Clusters 多租户GPU集群中的弹性深度学习

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2022-01-01

PREAI

Wu, Yidi; Ma, Kaihao; Yan, Xiao; Liu, Zhi; Cai, Zhenkun; Huang, Yuzhen; Cheng, James; Yuan, Han; Yu, Fan

Timestamped State Sharing for Stream Analytics

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2021-11-01

PREAI

Zhao, Yunjian; Liu, Zhi; Wu, Yidi; Jiang, Guanxian; Cheng, James; Liu, Kunlong; Yan, Xiao

Scalable De Novo Genome Assembly Using a Pregel-Like Graph-Parallel System

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2021-03-01

PREAI

Guo, Guimu; Chen, Hongzhi; Yan, Da; Cheng, James; Chen, Jake Y.; Chong, Zechen

VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2020-01-01

OAAI

Shang, Fanhua; Zhou, Kaiwen; Liu, Hongying; Cheng, James; Tsang, Ivor W.; Zhang, Lijun; Tao, Dacheng; Jiao, Licheng

Fuzzy Double Trace Norm Minimization for Recommendation Systems

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2018-08-01

OAAI

Shang, Fanhua; Liu, Yuanyuan; Cheng, James; Yan, Da

GraphD: Distributed Vertex-Centric Graph Processing Beyond the Memory Limit

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2018-01-01

PREAI

Yan, Da; Huang, Yuzhen; Liu, Miao; Chen, Hongzhi; Cheng, James; Wu, Huanhuan; Zhang, Chengcui

Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-12-01

PREAI

Liu, Yuanyuan; Shang, Fanhua; Fan, Wei; Cheng, James; Cheng, Hong

Efficient Algorithms for Temporal Path Computation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2016-11-01

PREAI

Wu, Huanhuan; Cheng, James; Ke, Yiping; Huang, Silu; Huang, Yuzhen; Wu, Hejun

Distributed Maximal Clique Computation and Management

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2016-01-01

OAAI

Xu, Yanyan; Cheng, James; Fu, Ada Wai-Chee

Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2015-11-01

PREAI

Liu, Yuanyuan; Shang, Fanhua; Jiao, Licheng; Cheng, James; Cheng, Hong

GBAGC: A General Bayesian Framework for Attributed Graph Clustering

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2014-08-25

PREAI

Xu, Zhiqiang; Ke, Yiping; Wang, Yi; Cheng, Hong; Cheng, James

Triangle Listing in Massive Networks

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2012-12-18

PREAI

Chu, Shumo; Cheng, James

Structure and attribute index for approximate graph matching in large graphs 大图中近似图匹配的结构和属性索引

enterprise information systems

IF3.4

2011-09-01

PREAI

Zhu, Linhong; Wee Keong Ng; Cheng, James

Efficient Correlation Search from Graph Databases

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2008-12-01

OAAI

Ke, Yiping; Cheng, James; Ng, Wilfred

研究方向