Shiyang Li

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 48

Top Topics

Churn Prediction

Dependency Trees

Stochastic Optimization

Top Venues

Publications

Shiyang Li, Zelin Shen
Explainable Customer Churn Prediction Model Based on Deep Learning. CACML (2024)
Jun Yan, Vikas Yadav, Shiyang Li, Lichang Chen, Zheng Tang, Hai Wang, Vijay Srinivasan, Xiang Ren, Hongxia Jin
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection. NAACL-HLT (2024)
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting. ICLR (2024)
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training a Better Alpaca with Fewer Data. ICLR (2024)
Shiyang Li, Jingyu Zhu, Jiaxun Han, Yuting Peng, Zhuoran Wang, Xiaoli Gong, Gang Wang, Jin Zhang, Xuqiang Wang
OneGraph: a cross-architecture framework for large-scale graph computing on GPUs based on oneAPI. CCF Trans. High Perform. Comput. 6 (2) (2024)
Zekun Li, Shiyang Li, Xifeng Yan
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. CoRR (2023)
Shiyang Li, Tongtong Wang, Guoyuan Li, Robert Skulstad, Houxiang Zhang
Multi-Step Ship Roll Motion Prediction Based on Bi-LSTM and Input Optimization. IECON (2023)
Chuang Wang, Qianqian Ren, Shiyang Li, Hui Xu
Progressive Graph Learning over Pruned Dependency Trees For Relation Extraction. CogSci (2023)
Shiyang Li, Jing Chen, Weimin Peng, Xiaoying Shi, Wanghui Bu
A vehicle detection method based on disparity segmentation. Multim. Tools Appl. 82 (13) (2023)
Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin
Graph Reasoning for Question Answering with Triplet Retrieval. CoRR (2023)
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training A Better Alpaca with Fewer Data. CoRR (2023)
Zekun Li, Shiyang Li, Xifeng Yan
Time Series as Images: Vision Transformer for Irregularly Sampled Time Series. NeurIPS (2023)
Shiyang Li, Yifan Gao, Haoming Jiang, Qingyu Yin, Zheng Li, Xifeng Yan, Chao Zhang, Bing Yin
Graph Reasoning for Question Answering with Triplet Retrieval. ACL (Findings) (2023)
Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan
Limitations of Language Models in Arithmetic and Symbolic Induction. ACL (1) (2023)
Shiyang Li, Ruiqi Tang, Jingyu Zhu, Ziyi Zhao, Xiaoli Gong, Wenwen Wang, Jin Zhang, Pen-Chung Yew
Liberator: A Data Reuse Framework for Out-of-Memory Graph Computing on GPUs. IEEE Trans. Parallel Distributed Syst. 34 (6) (2023)
Xinlu Zhang, Shiyang Li, Xianjun Yang, Chenxin Tian, Yao Qin, Linda Ruth Petzold
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting. CoRR (2023)
Shiyang Li, Jun Yan, Hai Wang, Zheng Tang, Xiang Ren, Vijay Srinivasan, Hongxia Jin
Instruction-following Evaluation through Verbalizer Manipulation. CoRR (2023)
Jun Yan, Vikas Yadav, Shiyang Li, Lichang Chen, Zheng Tang, Hai Wang, Vijay Srinivasan, Xiang Ren, Hongxia Jin
Virtual Prompt Injection for Instruction-Tuned Large Language Models. CoRR (2023)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda Ruth Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. ICML (2023)
Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan
Controllable Dialogue Simulation with In-context Learning. EMNLP (Findings) (2022)
Zekun Li, Wenhu Chen, Shiyang Li, Hong Wang, Jing Qian, Xifeng Yan
Controllable Dialogue Simulation with In-Context Learning. CoRR (2022)
Shiyang Li, Guoen Xia, Xianquan Zhang
Customer Churn Combination Prediction Model Based on Convolutional Neural Network and Gradient Boosting Decision Tree. ACAI (2022)
Jing Qian, Hong Wang, Zekun Li, Shiyang Li, Xifeng Yan
Limitations of Language Models in Arithmetic and Symbolic Induction. CoRR (2022)
Shiyang Li, Jianshu Chen, Yelong Shen, Zhiyu Chen, Xinlu Zhang, Zekun Li, Hong Wang, Jing Qian, Baolin Peng, Yi Mao, Wenhu Chen, Xifeng Yan
Explanations from Large Language Models Make Small Reasoners Better. CoRR (2022)
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. EMNLP (2022)
Xinlu Zhang, Shiyang Li, Zhiyu Chen, Xifeng Yan, Linda R. Petzold
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling. CoRR (2022)
Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. CoRR (2022)
Kaixu Wang, Qianqian Ren, Li Hui, Hui Xu, Shiyang Li, Peng Xu
Improving Relation Extraction via Joint Coding Using BiLSTM and DCNN. IEA/AIE (2) (2021)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. ICLR (2021)
Shiyang Li, Qianqian Ren, Zechao Liu
ATFE: A Two-dimensional Feature Encoding-based Sentence-level Attention Model for Distant Supervised Relation Extraction. SEKE (2021)
Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. EMNLP (Findings) (2021)
Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding. CoRR (2021)
Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang
TabFact: A Large-scale Dataset for Table-based Fact Verification. ICLR (2020)
Guangya Wang, Hanyu Hong, Yaozong Zhang, Jinmeng Wu, Yunfei Wang, Shiyang Li
Realization of Detection Algorithms for Key Parts of Unmanned Aerial Vehicle Based on Deep Learning. WCSP (2020)
Ziyun Chen, Xin Miao, Shiyang Li, Yanqing Zheng, Kainan Xiong, Peng Qin, Tao Han
Data Fusion Method and Probabilistic Pairing Approach in Elastic Constants Measurement by Resonance Ultrasound Spectroscopy. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Yunfei Wang, Hanyu Hong, Jinmeng Wu, Guangya Wang, Shiyang Li
Identification and Extraction of Circular Markers in 3D Reconstruction. WCSP (2020)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. CoRR (2020)
Zhiwei Fang, Tianyue Yang, Yuanfei Zhu, Shiyang Li, Ming Yang
Velocity Control of Traveling-Wave Ultrasonic Motors Based on Stator Vibration Amplitude. Sensors 19 (23) (2019)
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting. NeurIPS (2019)
Shiyang Li, Jianshu Chen, Dian Yu
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. CoRR (2019)
Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou, William Yang Wang
TabFact: A Large-scale Dataset for Table-based Fact Verification. CoRR (2019)
Yulei Wang, Jingya Tao, Feifei Guo, Shiyang Li, Xingyi Huang, Jie Dong, Wenwu Cao
, 4424. Sensors 19 (18) (2019)
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting. CoRR (2019)
Keqian Li, Shiyang Li, Semih Yavuz, Hanwen Zha, Yu Su, Xifeng Yan
HierCon: Hierarchical Organization of Technical Documents Based on Concepts. ICDM (2019)
Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou, Tuo Zhao
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization. NeurIPS (2018)
Yulei Wang, Jingya Tao, Feifei Guo, Shiyang Li, Xingyi Huang, Jie Dong, Wenwu Cao
Magnesium Alloy Matching Layer for High-Performance Transducer Applications. Sensors 18 (12) (2018)
Tianyi Liu, Shiyang Li, Jianping Shi, Enlu Zhou, Tuo Zhao
Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization. CoRR (2018)
Yangyang Duan, Shiyang Li
分级管理权限匿名多用户云加密搜索方案 (Anonymous Multi-user Searchable Encryption Scheme with Hierarchial Permission Management). 计算机科学 43 (2) (2016)
Lin Ye, Ming Yang, Liang Xu, Xiaoqi Zhuang, Zhaopeng Dong, Shiyang Li
Nonlinearity Analysis and Parameters Optimization for an Inductive Angle Sensor. Sensors 14 (3) (2014)
Shiyang Li, Zenan Chu
Medical Image De-speckling Based on Improved Polar Coordinate. J. Multim. 8 (6) (2013)