Jinyang Gao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 60

Top Topics

Medical Records

Pairwise Comparison

Top Venues

Publications

Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. CoRR (2024)
Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting. ICLR (2024)
Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
When to Trust LLMs: Aligning Confidence with Response Quality. CoRR (2024)
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
Data-Juicer: A One-Stop Data Processing System for Large Language Models. SIGMOD Conference Companion (2024)
Shuchang Tao, Liuyi Yao, Hanxing Ding, Yuexiang Xie, Qi Cao, Fei Sun, Jinyang Gao, Huawei Shen, Bolin Ding
When to Trust LLMs: Aligning Confidence with Response Quality. ACL (Findings) (2024)
Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
β-DPO: Direct Preference Optimization with Dynamic β. CoRR (2024)
Yuan Gao, Haokun Chen, Xiang Wang, Zhicai Wang, Xue Wang, Jinyang Gao, Bolin Ding
DiffsFormer: A Diffusion Transformer on Stock Factor Augmentation. CoRR (2024)
Shen Li, Liuyi Yao, Jinyang Gao, Lan Zhang, Yaliang Li
Double-I Watermark: Protecting Model Copyright for LLM Fine-tuning. CoRR (2024)
Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
Studying the Impact of Data Disclosure Mechanism in Recommender Systems via Simulation. ACM Trans. Inf. Syst. 41 (3) (2023)
Xue Wang, Tian Zhou, Qingsong Wen, Jinyang Gao, Bolin Ding, Rong Jin
Make Transformer Great Again for Time Series Forecasting: Channel Aligned Robust Dual Transformer. CoRR (2023)
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
Data-Juicer: A One-Stop Data Processing System for Large Language Models. CoRR (2023)
Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui
Contrastive Learning for Sequential Recommendation. ICDE (2022)
Ziqian Chen, Fei Sun, Yifan Tang, Haokun Chen, Jinyang Gao, Bolin Ding
Proactively Control Privacy in Recommender Systems. CoRR (2022)
Kai Yang, Zhaojing Luo, Jinyang Gao, Junfeng Zhao, Beng Chin Ooi, Bing Xie
LDA-Reg: Knowledge Driven Regularization Using External Corpora. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang
Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. 33 (2) (2021)
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation. CIKM (2021)
Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan
Adversarially learned one-class novelty detection with confidence estimation. Inf. Sci. 552 (2021)
Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference (2021)
Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. AAAI (2021)
Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang
A Learning to Tune Framework for LSH. ICDE (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. KDD (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. CoRR (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. CoRR (2021)
Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding
CausCF: Causal Collaborative Filtering for RecommendationEffect Estimation. CoRR (2021)
Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui
Explore User Neighborhood for Real-time E-commerce Recommendation. ICDE (2021)
Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Fei Sun, Jian Wu, Hanxiao Sun, Wenwu Ou
Privileged Features Distillation at Taobao Recommendations. KDD (2020)
Yang Li, Yu Shen, Jiawei Jiang, Jinyang Gao, Ce Zhang, Bin Cui
MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements. CoRR (2020)
Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui
Efficient Automatic CASH via Rising Bandits. CoRR (2020)
Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang
Modeling Personalized Item Frequency Information for Next-basket Recommendation. SIGIR (2020)
Yang Li, Jiawei Jiang, Jinyang Gao, Yingxia Shao, Ce Zhang, Bin Cui
Efficient Automatic CASH via Rising Bandits. AAAI (2020)
Xu Xie, Fei Sun, Zhaoyang Liu, Jinyang Gao, Bolin Ding, Bin Cui
Contrastive Pre-training for Sequential Recommendation. CoRR (2020)
Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen
Intent Preference Decoupling for User Representation on Online Recommender System. IJCAI (2020)
Haoji Hu, Xiangnan He, Jinyang Gao, Zhi-Li Zhang
Modeling Personalized Item Frequency Information for Next-basket Recommendation. CoRR (2020)
Huiliang Cao, Rihui Xue, Qi Cai, Jinyang Gao, Rui Zhao, Yunbo Shi, Kun Huang, Xingling Shao, Chong Shen
Design and Experiment for Dual-Mass MEMS Gyroscope Sensing Closed-Loop System. IEEE Access 8 (2020)
Chen Xu, Quan Li, Junfeng Ge, Jinyang Gao, Xiaoyong Yang, Changhua Pei, Hanxiao Sun, Wenwu Ou
Privileged Features Distillation for E-Commerce Recommendations. CoRR (2019)
Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR (2019)
Jinyang Gao, Junjie Yao, Yingxia Shao
Towards Reliable Learning for High Stakes Applications. AAAI (2019)
Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi
Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR (2019)
Huiliang Cao, Yu Liu, Yingjie Zhang, Xingling Shao, Jinyang Gao, Kun Huang, Yunbo Shi, Jun Tang, Chong Shen, Jun Liu
Design and Experiment of Dual-Mass MEMS Gyroscope Sense Closed System Based on Bipole Compensation Method. IEEE Access 7 (2019)
Jinyang Gao, Guozheng Yan
Design and Implementation of a Clamper-Based and Motor-Driven Capsule Robot Powered by Wireless Power Transmission. IEEE Access 7 (2019)
Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. 13 (2) (2019)
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention. IJCAI (2018)
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention. CoRR (2018)
Yanyan Shen, Jinyang Gao
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration. IJCAI (2018)
Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee
Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE (2018)
Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee
Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics. IJCAI (2018)
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou
PANDA: Facilitating Usable AI Development. CoRR (2018)
Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad
Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. 12 (2) (2018)
Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi
Rafiki: Machine Learning as an Analytics Service System. CoRR (2018)
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM (2017)
Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
Resolving the Bias in Electronic Medical Records. KDD (2017)
Jinyang Gao, Guozheng Yan, Su He, Fei Xu, Zhiwu Wang
Design, analysis, and testing of a motor-driven capsule robot based on a sliding clamper. Robotica 35 (3) (2017)
Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
Deep Learning At Scale and At Ease. CoRR (2016)
Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang
Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. 12 (4s) (2016)
Jinyang Gao, Guozheng Yan
Locomotion Analysis of an Inchworm-Like Capsule Robot in the Intestinal Tract. IEEE Trans. Biomed. Eng. 63 (2) (2016)
Jinyang Gao, H. V. Jagadish, Beng Chin Ooi
Active Sampler: Light-weight Accelerator for Complex Data Analytics at Scale. CoRR (2015)
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
SINGA: A Distributed Deep Learning Platform. ACM Multimedia (2015)
Jinyang Gao, H. V. Jagadish, Beng Chin Ooi, Sheng Wang
Selective Hashing: Closing the Gap between Radius Search and k-NN Search. KDD (2015)
Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia (2015)
Li Qian, Jinyang Gao, H. V. Jagadish
Learning User Preferences By Adaptive Pairwise Comparison. Proc. VLDB Endow. 8 (11) (2015)
Fei Xu, Guozheng Yan, Kai Zhao, Li Lu, Jinyang Gao, Gang Liu
A Wireless Capsule System With ASIC for Monitoring the Physiological Signals of the Human Gastrointestinal Tract. IEEE Trans. Biomed. Circuits Syst. 8 (6) (2014)
Jinyang Gao, H. V. Jagadish, Wei Lu, Beng Chin Ooi
DSH: data sensitive hashing for high-dimensional k-nnsearch. SIGMOD Conference (2014)
Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen
An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference (2013)