Zhixiang Ren

According to our database, Zhixiang Ren authored at least 26 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

WaveFormer: transformer-based denoising method for gravitational-wave data.

He Wang, Yue Zhou, Zhoujian Cao, Zong-Kuan Guo, Zhixiang Ren

Mach. Learn. Sci. Technol., March, 2024

The Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey.

Taojie Kuang, Pengfei Liu, Zhixiang Ren

CoRR, 2024

Scientific Language Modeling: A Quantitative Review of Large Language Models in Molecular Science.

Pengfei Liu, Jun Tao, Zhixiang Ren

CoRR, 2024

Self-supervised learning on millions of primary RNA sequences from 72 vertebrates improves sequence-based RNA splicing prediction.

Ken Chen, Yue Zhou, Maolin Ding, Yu Wang, Zhixiang Ren, Yuedong Yang

Briefings Bioinform., 2024

2023

DeepProSite: structure-aware protein binding site prediction using ESMFold and pretrained language model.

Yitian Fang, Yi Jiang, Leyi Wei, Qin Ma, Zhixiang Ren, Qianmu Yuan, Dong-Qing Wei

Bioinform., December, 2023

Running ahead of evolution - AI-based simulation for predicting future high-risk SARS-CoV-2 variants.

Jie Chen, Zhiwei Nie, Yu Wang, Kai Wang, Fan Xu, Zhiheng Hu, Bing Zheng, Zhennan Wang, Guoli Song, Jingyi Zhang, Jie Fu, Xiansong Huang, Zhongqi Wang, Zhixiang Ren, Qiankun Wang, Daixi Li, Dongqing Wei, Bin Zhou, Chao Yang, Yonghong Tian

Int. J. High Perform. Comput. Appl., November, 2023

Compact Binary Systems Waveform Generation with Generative Pre-trained Transformer.

Ruijun Shi, Yue Zhou, Tianyu Zhao, Zhoujian Cao, Zhixiang Ren

CoRR, 2023

3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information.

Taojie Kuang, Yiming Ren, Zhixiang Ren

CoRR, 2023

DECODE: DilatEd COnvolutional neural network for Detecting Extreme-mass-ratio inspirals.

Tianyu Zhao, Yue Zhou, Ruijun Shi, Zhoujian Cao, Zhixiang Ren

CoRR, 2023

GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text.

Pengfei Liu, Yiming Ren, Zhixiang Ren

CoRR, 2023

2022

MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge.

Marlin B. Schäfer, Ondrej Zelenka, Alexander H. Nitz, He Wang, Shichao Wu, Zong-Kuan Guo, Zhoujian Cao, Zhixiang Ren, Paraskevi Nousi, Nikolaos Stergioulas, Panagiotis Iosif, Alexandra E. Koloniari, Anastasios Tefas, Nikolaos Passalis, Francesco Salemi, Gabriele Vedovato, Sergey Klimenko, Tanmaya Mishra, Bernd Brügmann, Elena Cuoco, E. A. Huerta, Chris Messenger, Frank Ohme

CoRR, 2022

Space-based gravitational wave signal detection and extraction with deep neural network.

Tianyu Zhao, Ruoxi Lyu, Zhixiang Ren, He Wang, Zhoujian Cao

CoRR, 2022

Sampling with prior knowledge for high-dimensional gravitational wave data analysis.

He Wang, Zhoujian Cao, Yue Zhou, Zong-Kuan Guo, Zhixiang Ren

Big Data Min. Anal., 2022

2021

AIPerf: Automated machine learning as an AI-HPC benchmark.

Zhixiang Ren, Yongheng Liu, Tianhui Shi, Lei Xie, Yue Zhou, Jidong Zhai, Youhui Zhang, Yunquan Zhang, Wenguang Chen

Big Data Min. Anal., 2021

2014

Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding.

Shenghua Gao, Liang-Tien Chia, Ivor Wai-Hung Tsang, Zhixiang Ren

IEEE Trans. Multim., 2014

Region-Based Saliency Detection and Its Application in Object Recognition.

Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Ivor Wai-Hung Tsang

IEEE Trans. Circuits Syst. Video Technol., 2014

2013

Exploring effective data representation for saliency detection in image and video

Zhixiang Ren

PhD thesis, 2013

Regularized Feature Reconstruction for Spatio-Temporal Saliency Detection.

Zhixiang Ren, Shenghua Gao, Liang-Tien Chia, Deepu Rajan

IEEE Trans. Image Process., 2013

Background subtraction via coherent trajectory decomposition.

Zhixiang Ren, Liang-Tien Chia, Deepu Rajan, Shenghua Gao

Proceedings of the ACM Multimedia Conference, 2013

2012

Video saliency detection with robust temporal alignment and local-global spatial contrast.

Zhixiang Ren, Liang-Tien Chia, Deepu Rajan

Proceedings of the International Conference on Multimedia Retrieval, 2012

Salient Object Detection through Over-Segmentation.

Xuejie Zhang, Zhixiang Ren, Deepu Rajan, Yiqun Hu

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Spatiotemporal Saliency Detection via Sparse Representation.

Zhixiang Ren, Shenghua Gao, Deepu Rajan, Liang-Tien Chia, Yun Huang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

2010

Improved saliency detection based on superpixel clustering and saliency propagation.

Zhixiang Ren, Yiqun Hu, Liang-Tien Chia, Deepu Rajan

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content.

Yiqun Hu, Zhixiang Ren, Deepu Rajan, Liang-Tien Chia

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Improving Statistical Machine Translation Using Domain Bilingual Multiword Expressions.

Zhixiang Ren, Yajuan Lü, Jie Cao, Qun Liu, Yun Huang

Proceedings of the Workshop on Multiword Expressions: Identification, 2009

2007

The ICT statistical machine translation systems for IWSLT 2007.

Zhongjun He, Haitao Mi, Yang Liu, Deyi Xiong, Weihua Luo, Yun Huang, Zhixiang Ren, Yajuan Lü, Qun Liu

Proceedings of the 2007 International Workshop on Spoken Language Translation, 2007