Sijia Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Discriminant Analysis

Gradient Boosting

Top Venues

Publications

Wenqiang Hua, Yi Wang, Sijia Yang, Xiaomin Jin
PolSAR Image Classification Based on Multi-Modal Contrastive Fully Convolutional Network. Remote. Sens. 16 (2) (2024)
Yun-Shiuan Chuang, Zach Studdiford, Krirk Nirunwiroj, Agam Goyal, Vincent V. Frigo, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks. CoRR (2024)
Lynne M. Cotter, Sijia Yang
Are interactive and tailored data visualizations effective in promoting flu vaccination among the elderly? Evidence from a randomized experiment. J. Am. Medical Informatics Assoc. 31 (2) (2024)
Chentao Liang, Huan Jiang, Sijia Yang, Panli Tian, Xiang Ma, Zhonghua Tang, Huimei Wang, Wenjie Wang
Characterizing street trees in three metropolises of central China by using Street View data: From individual trees to landscape mapping. Ecol. Informatics 80 (2024)
Yi Zhai, Sijia Yang, Keyu Pan, Renwei Zhang, Shuo Liu, Chao Liu, Zichun Ye, Jianmin Ji, Jie Zhao, Yu Zhang, Yanyong Zhang
Enabling Tensor Language Model to Assist in Generating High-Performance Tensor Programs for Deep Learning. OSDI (2024)
Sijia Yang, Shunjie Chen, Pei Wang, Aimin Chen, Tianhai Tian
TSPLASSO: A Two-Stage Prior LASSO Algorithm for Gene Selection Using Omics Data. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Haoyi Xiong, Jiang Bian, Sijia Yang, Xiaofei Zhang, Linghe Kong, Daqing Zhang
Natural Language based Context Modeling and Reasoning with LLMs: A Tutorial. CoRR (2023)
Jie Zhao, Jinchen Xu, Peng Di, Wang Nie, Jiahui Hu, Yanzhi Yi, Sijia Yang, Zhen Geng, Renwei Zhang, Bojie Li, Zhiliang Gan, Xuefeng Jin
Modeling the Interplay between Loop Tiling and Fusion in Optimizing Compilers Using Affine Relations. ACM Trans. Comput. Syst. 41 (2023)
Sijia Yang, Yun Zhou
Arbitrary Style Transfer with Style Enhancement and Structure Retention. CGI (2023)
Luhang Sun, Mian Wei, Yibing Sun, Yoo Ji Suh, Liwei Shen, Sijia Yang
Smiling Women Pitching Down: Auditing Representational and Presentational Gender Biases in Image Generative AI. CoRR (2023)
Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers
Simulating Opinion Dynamics with Networks of LLM-based Agents. CoRR (2023)
Yun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie Hu
Evolving Domain Adaptation of Pretrained Language Models for Text Classification. CoRR (2023)
Sijia Yang, Jianghua Zheng, Hong Fan, Xurui Mao
Response of Cotton Growth to Meteorological Factors in the 7th Division of Xinjiang from 2019 to 2022. Agro-Geoinformatics (2023)
Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou
Data Placement for Multi-Tenant Data Federation on the Cloud. IEEE Trans. Cloud Comput. 11 (2) (2023)
Jingwen Suo, Lize Gu, Xingyu Yan, Sijia Yang, Xiaoya Hu, Licheng Wang
PP-DDP: a privacy-preserving outsourcing framework for solving the double digest problem. BMC Bioinform. 24 (1) (2023)
Yun-Shiuan Chuang, Siddharth Suresh, Nikunj Harlalka, Agam Goyal, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers
Evaluating LLM Agent Group Dynamics against Human Group Dynamics: A Case Study on Wisdom of Partisan Crowds. CoRR (2023)
Zening Duan, Anqi Shao, Yicheng Hu, Heysung Lee, Xining Liao, Yoo Ji Suh, Jisoo Kim, Kai-Cheng Yang, Kaiping Chen, Sijia Yang
Constructing Vec-tionaries to Extract Latent Message Features from Texts: A Case Study of Moral Appeals. CoRR (2023)
Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Daqing Zhang, Laura E. Barnes, Dejing Dou
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. IEEE Internet Things J. 9 (17) (2022)
Sijia Yang, Haoyi Xiong, Yunchao Zhang, Yi Ling, Licheng Wang, Kaibo Xu, Zeyi Sun
OGM: Online gaussian graphical models on the fly. Appl. Intell. 52 (3) (2022)
Ji Liu, Lei Mo, Sijia Yang, Jingbo Zhou, Shilei Ji, Haoyi Xiong, Dejing Dou
Data Placement for Multi-Tenant Data Federation on the Cloud. CoRR (2021)
Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Zhiyuan Wang, Haoyi Xiong, Jie Zhang, Sijia Yang, Mehdi Boukhechba, Laura E. Barnes, Daqing Zhang
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques. CoRR (2021)
Sijia Yang, Haoyi Xiong, Di Hu, Kaibo Xu, Licheng Wang, Peizhen Zhu, Zeyi Sun
Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow. Knowl. Inf. Syst. 63 (8) (2021)
Sijia Yang, Haoyi Xiong, Kaibo Xu, Licheng Wang, Jiang Bian, Zeyi Sun
Improving covariance-regularized discriminant analysis for EHR-based predictive analytics of diseases. Appl. Intell. 51 (1) (2021)
Qi Kang, Ji Liu, Sijia Yang, Haoyi Xiong, Haozhe An, Xingjian Li, Zhi Feng, Licheng Wang, Dejing Dou
Quasi-optimal Data Placement for Secure Multi-tenant Data Federation on the Cloud. IEEE BigData (2020)
Jingwen Suo, Licheng Wang, Sijia Yang, Wenjie Zheng, Jiankang Zhang
Quantum algorithms for typical hard problems: a perspective of cryptanalysis. Quantum Inf. Process. 19 (6) (2020)
Jingwen Suo, Lize Gu, Yun Pan, Sijia Yang, Xiaoya Hu
Quantum Inspired Genetic Algorithm for Double Digest Problem. IEEE Access 8 (2020)
Zhi Feng, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu, Jun Huan
SecureGBM: Secure Multi-Party Gradient Boosting. CoRR (2019)
Xuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, Zhou Yu
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good. ACL (1) (2019)
Zhi Feng, Jun Huan, Haoyi Xiong, Chuanyuan Song, Sijia Yang, Baoxin Zhao, Licheng Wang, Zeyu Chen, Shengwen Yang, Liping Liu
SecureGBM: Secure Multi-Party Gradient Boosting. IEEE BigData (2019)
Xingpo Ma, Junbin Liang, Sijia Yang, Yanling Li, Yin Li, Wenpeng Ma, Tian Wang
SLS-STQ: A Novel Scheme for Securing Spatial-Temporal Top-k Queries in TWSNs-Based Edge Computing Systems. IEEE Internet Things J. 6 (6) (2019)
Xuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, Zhou Yu
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good. CoRR (2019)
Xiaoya Hu, Licheng Wang, Lijing Zhou, Lixiang Li, Sijia Yang
A blockchain-based loan over-prevention mechanism. PST (2019)
Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu, Yanjie Fu, Haoyi Xiong
EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing. IEEE Access 7 (2019)
Xue Bai, Licheng Wang, Lijing Zhou, Sijia Yang, Lixiang Li
RZcash: A Privacy Protection Scheme for the Account-based Blockchain. PST (2019)
Binbin Lyu, Wengao Lu, Sijia Yang, Zhongjian Chen, Yacong Zhang
A self-adaptive digital calibration technique for multi-channel high resolution capacitive SAR ADCs. ASICON (2017)
Sijia Yang, Lingzi Luo, Wengao Lu, Guangyi Shi, Binbin Lyu, Yuze Niu, Yacong Zhang, Zhongjian Chen
A 16-bit two-step pixel-level ADC for 384∗288 infrared focal plane array. ASICON (2017)