Jinyang Gao

According to our database, Jinyang Gao authored at least 51 papers between 2013 and 2024.

Collaborative distances:

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

2024

When to Trust LLMs: Aligning Confidence with Response Quality.

Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding

CoRR, 2024

Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning.

Shen Li, Liuyi Yao, Jinyang Gao, Lan Zhang, Yaliang Li

CoRR, 2024

DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation.

Yuan Gao, Haokun Chen, Xiang Wang, Zhicai Wang, Xue Wang, Jinyang Gao, Bolin Ding

CoRR, 2024

Data-Juicer: A One-Stop Data Processing System for Large Language Models.

Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

2023

Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation.

Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding

ACM Trans. Inf. Syst., 2023

Make Transformer Great Again for Time Series Forecasting: Channel Aligned Robust Dual Transformer.

Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin

CoRR, 2023

2022

LDA-Reg: Knowledge Driven Regularization Using External Corpora.

Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie

IEEE Trans. Knowl. Data Eng., 2022

Proactively Control Privacy in Recommender Systems.

Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding

CoRR, 2022

Contrastive Learning for Sequential Recommendation.

Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Improving Data Analytics with Fast and Adaptive Regularization.

Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang

IEEE Trans. Knowl. Data Eng., 2021

Adversarially learned one-class novelty detection with confidence estimation.

Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan

Inf. Sci., 2021

CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation.

Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding

CoRR, 2021

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

OpenBox: A Generalized Black-box Optimization Service.

Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Explore User Neighborhood for Real-time E-commerce Recommendation.

Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

A Learning to Tune Framework for LSH.

Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation.

Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements.

Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Contrastive Pre-training for Sequential Recommendation.

Xu Xie, Fei Sun, Zhaoyang Liu, Jinyang Gao, Bolin Ding, Bin Cui

CoRR, 2020

Design and Experiment for Dual-Mass MEMS Gyroscope Sensing Closed-Loop System.

Huiliang Cao, Rihui Xue, Qi Cai, Jinyang Gao, Rui Zhao, Yunbo Shi, Kun Huang, Xingling Shao, Chong Shen

IEEE Access, 2020

Modeling Personalized Item Frequency Information for Next-basket Recommendation.

Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Privileged Features Distillation at Taobao Recommendations.

Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Intent Preference Decoupling for User Representation on Online Recommender System.

Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Automatic CASH via Rising Bandits.

Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints.

Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao

Proc. VLDB Endow., 2019

Privileged Features Distillation for E-Commerce Recommendations.

Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Hanxiao Sun, Wenwu Ou

CoRR, 2019

Effective and Efficient Dropout for Deep Convolutional Neural Networks.

Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi

CoRR, 2019

Design and Implementation of a Clamper-Based and Motor-Driven Capsule Robot Powered by Wireless Power Transmission.

Jinyang Gao, Guozheng Yan

IEEE Access, 2019

Design and Experiment of Dual-Mass MEMS Gyroscope Sense Closed System Based on Bipole Compensation Method.

Huiliang Cao, Yu Liu, Yingjie Zhang, Xingling Shao, Jinyang Gao, Kun Huang, Yunbo Shi, Jun Tang, Chong Shen, Jun Liu

IEEE Access, 2019

Towards Reliable Learning for High Stakes Applications.

Jinyang Gao, Junjie Yao, Yingxia Shao

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Rafiki: Machine Learning as an Analytics Service System.

Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad

Proc. VLDB Endow., 2018

PANDA: Facilitating Usable AI Development.

Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou

CoRR, 2018

Rafiki: Machine Learning as an Analytics Service System.

Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi

CoRR, 2018

Refine or Represent: Residual Networks with Explicit Channel-wise Configuration.

Yanyan Shen, Jinyang Gao

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics.

Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Medical Concept Embedding with Time-Aware Attention.

Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Adaptive Lightweight Regularization Tool for Complex Analytics.

Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Design, analysis, and testing of a motor-driven capsule robot based on a sliding clamper.

Jinyang Gao, Guozheng Yan, Su He, Fei Xu, Zhiwu Wang

Robotica, 2017

Resolving the Bias in Electronic Medical Records.

Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Capturing Feature-Level Irregularity in Disease Progression Modeling.

Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Deep Learning at Scale and at Ease.

Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang

ACM Trans. Multim. Comput. Commun. Appl., 2016

Locomotion Analysis of an Inchworm-Like Capsule Robot in the Intestinal Tract.

Jinyang Gao, Guozheng Yan

IEEE Trans. Biomed. Eng., 2016

Deep Learning At Scale and At Ease.

Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang

CoRR, 2016

2015

Learning User Preferences By Adaptive Pairwise Comparison.

Li Qian, Jinyang Gao, H. V. Jagadish

Proc. VLDB Endow., 2015

Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale.

Jinyang Gao, H. V. Jagadish, Beng Chin Ooi

CoRR, 2015

SINGA: Putting Deep Learning in the Hands of Multimedia Users.

Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SINGA: A Distributed Deep Learning Platform.

Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Selective Hashing: Closing the Gap between Radius Search and k-NN Search.

Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

A Wireless Capsule System With ASIC for Monitoring the Physiological Signals of the Human Gastrointestinal Tract.

Fei Xu, Guozheng Yan, Kai Zhao, Li Lu, Jinyang Gao, Gang Liu

IEEE Trans. Biomed. Circuits Syst., 2014

DSH: data sensitive hashing for high-dimensional k-nnsearch.

Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi

Proceedings of the International Conference on Management of Data, 2014

2013

An online cost sensitive decision-making method in crowdsourcing systems.

Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013