Shi Yu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 50

Top Topics

Reinforcement Learning

Top Venues

Publications

Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion. LREC/COLING (2024)
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression. CoRR (2024)
Zhipeng Xu, Zhenghao Liu, Yibin Liu, Chenyan Xiong, Yukun Yan, Shuo Wang, Shi Yu, Zhiyuan Liu, Ge Yu
ActiveRAG: Revealing the Treasures of Knowledge via Active Learning. CoRR (2024)
Shi Yu, Chenghao Fan, Chenyan Xiong, David Jin, Zhiyuan Liu, Zhenghao Liu
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval. CoRR (2023)
Si Sun, Yida Lu, Shi Yu, Xiangyang Li, Zhonghua Li, Zhao Cao, Zhiyuan Liu, Deiming Ye, Jie Bao
Rethinking Dense Retrieval's Few-Shot Ability. CoRR (2023)
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data. CoRR (2023)
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data. ACL (Findings) (2023)
Shi Yu, Jianqiao Zhao, Ruizhi Chu, Xiao Li, Guoguang Wu, Xianliang Meng
Anomalous Diffusion of Polyelectrolyte Segments on Supported Charged Lipid Bilayers. Entropy 25 (5) (2023)
Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In. CoRR (2023)
Shi Yu, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu
OpenMatch-v2: An All-in-one Multi-Modality PLM-based Information Retrieval Toolkit. SIGIR (2023)
Baiquan Su, Qingqian Zhang, Yi Gong, Wei Xiu, Yang Gao, Lixin Xu, Han Li, Zehao Wang, Shi Yu, Yida David Hu, Wei Yao, Junchen Wang, Changsheng Li, Jie Tang, Li Gao
Deep learning-based classification and segmentation for scalpels. Int. J. Comput. Assist. Radiol. Surg. 18 (5) (2023)
Zichun Yu, Chenyan Xiong, Shi Yu, Zhiyuan Liu
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In. ACL (1) (2023)
Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. CIKM (2023)
Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. CoRR (2023)
Shi Yu, Clara Ponchard, Roland Trouville, Sergio Hassid, Didier Demolin
Speech Aerodynamics Database, Tools and Visualisation. LREC (2022)
Shiyu Xu, Shi Yu, Liang Xiao, Zefang Lv
Reinforcement Learning Based Vulnerability Analysis for Smart Grids Against False Data Injection Attacks. WASA (1) (2022)
Shi Yu, Ruizhi Chu, Xiao Li, Guoguang Wu, Xianliang Meng
Combined ReaxFF and Ab Initio MD Simulations of Brown Coal Oxidation and Coal-Water Interactions. Entropy 24 (1) (2022)
Jiannan Yang, Zhen Li, William Ka Kei Wu, Shi Yu, Zhongzhi Xu, Qian Chu, Qingpeng Zhang
Deep learning identifies explainable reasoning paths of mechanism of action for drug repurposing from multilayer biological network. Briefings Bioinform. 23 (6) (2022)
Shi Yu
Fast Detection of Advanced Persistent Threats for Smart Grids: A Deep Reinforcement Learning Approach. ICC (2022)
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning. CoRR (2022)
Shi Yu, Mingfeng Yang, Jerrod Parker, Stephen Brock
MIC: A Multi-task Interactive Curation Tool. EMNLP (Demos) (2022)
Liang Xiao, Hongyan Li, Shi Yu, Yi Zhang, Li-Chun Wang, Shaodan Ma
Reinforcement Learning Based Network Coding for Drone-Aided Secure Wireless Communications. IEEE Trans. Commun. 70 (9) (2022)
Baiquan Su, Zehao Wang, Yi Gong, Mingcheng Li, Yunlai Teng, Shi Yu, Ye Zong, Wei Yao, Junchen Wang
Anal center detection and classification of perianal healthy condition. Biomed. Signal Process. Control. 77 (2022)
Pengmin Li, Shi Yu, Liang Xiao
Smart Grid Worm Detection Based on Deep Reinforcement Learning. ICCC (2022)
Xiaomeng Hu, Shi Yu, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu, Ge Yu
P3 Ranker: Mitigating the Gaps between Pre-training and Ranking Fine-tuning with Prompt-based Learning and Pre-finetuning. SIGIR (2022)
Haoran Wang, Shi Yu
Robo-Advising: Enhancing Investment with Inverse Optimization and Deep Reinforcement Learning. ICMLA (2021)
Shi Yu, Yuxin Chen, Hussain Zaidi
AVA: A Financial Service Chatbot Based on Deep Bidirectional Transformers. Frontiers Appl. Math. Stat. 7 (2021)
Jerrod Parker, Shi Yu
Named Entity Recognition through Deep Representation Learning and Weak Supervision. ACL/IJCNLP (Findings) (2021)
Hongyan Li, Shi Yu, Xiaozhen Lu, Liang Xiao, Li-Chun Wang
Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach. GLOBECOM (2021)
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
Few-Shot Conversational Dense Retrieval. SIGIR (2021)
Shi Yu, Zhenghao Liu, Chenyan Xiong, Tao Feng, Zhiyuan Liu
Few-Shot Conversational Dense Retrieval. CoRR (2021)
Adriana Guevara-Rukoz, Shi Yu, Sharon Peperkamp
Speech Perception and Loanword Adaptations: The Case of Copy-Vowel Epenthesis. Interspeech (2021)
Baiquan Su, Shi Yu, Hao Yan, Yida David Hu, Ivan Buzurovic, Dongyun Liu, Liaoliao Liu, Yunlai Teng, Jie Tang, Junchen Wang, Wenyong Liu
Biopsy Needle System With a Steerable Concentric Tube and Online Monitoring of Electrical Resistivity and Insertion Forces. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Haoran Wang, Shi Yu
Robo-Advising: Enhancing Investment with Inverse Optimization and Deep Reinforcement Learning. CoRR (2021)
Shi Yu, Jiaxin Wu, Xianliang Meng, Ruizhi Chu, Xiao Li, Guoguang Wu
Mesoscale Simulation of Bacterial Chromosome and Cytoplasmic Nanoparticles in Confinement. Entropy 23 (5) (2021)
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu
Few-Shot Generative Conversational Query Rewriting. SIGIR (2020)
Shi Yu, Yuxin Chen, Hussain Zaidi
A Financial Service Chatbot based on Deep Bidirectional Transformers. CoRR (2020)
Shi Yu
Eigendecomposition of Q in Equally Constrained Quadratic Programming. CoRR (2020)
Jerry Zikun Chen, Shi Yu, Haoran Wang
Exploring Fluent Query Reformulations with Text-to-Text Transformers and Reinforcement Learning. CoRR (2020)
Shi Yu, Yuxin Chen, Chaosheng Dong
Learning Time Varying Risk Preferences from Investment Portfolios using Inverse Optimization with Applications on Mutual Funds. CoRR (2020)
Chenyan Xiong, Zhenghao Liu, Si Sun, Zhuyun Dai, Kaitao Zhang, Shi Yu, Zhiyuan Liu, Hoifung Poon, Jianfeng Gao, Paul Bennett
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search. CoRR (2020)
Baiquan Su, Hao Yan, Liaoliao Liu, Shi Yu, Yida Hu, Gang Wang, Wei Yao, Jie Tang, Shaolong Kuang
A Position-Adjustable Multi-Point Synchronizing Biopsy Tool for Intratumor Heterogeneity: A Proof-of-Principle Study. IEEE Access 8 (2020)
Shi Yu, Jiahua Liu, Jingqin Yang, Chenyan Xiong, Paul N. Bennett, Jianfeng Gao, Zhiyuan Liu
Few-Shot Generative Conversational Query Rewriting. CoRR (2020)
Cong Vivi Wang, Hui-Ching Kayla Hsu, Emily M. Bonem, Jennifer D. Moss, Shi Yu, David B. Nelson, Chantal Levesque-Bristol
Need satisfaction and need dissatisfaction: A comparative study of online and face-to-face learning contexts. Comput. Hum. Behav. 95 (2019)
Lu Zhong, Qingpeng Zhang, Dong Yang, Guanrong Chen, Shi Yu
Analysing Motifs in Multilayer Networks. CoRR (2019)
Bin Li, Xin Sun, Shi Yu
Designing of Internet of Things Sensor Based Information Gateway Using SDN Concept. Int. J. Distributed Syst. Technol. 10 (1) (2019)
Shi Yu, Carlo Geraci, Natasha Abner
Sign Languages and the Online World Online Dictionaries & Lexicostatistics. LREC (2018)
Weiwei Shi, An Pan, Shi Yu, Chiu-sing Choy
A Subthreshold Baseband Processor Core Design With Custom Modules and Cells for Passive RFID Tags. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (1) (2018)
Adriana Guevara-Rukoz, Erika Parlato-Oliveira, Shi Yu, Yuki Hirose, Sharon Peperkamp, Emmanuel Dupoux
Predicting Epenthetic Vowel Quality from Acoustics. INTERSPEECH (2017)
Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center. ECML/PKDD (3) (2017)
Wei Cheng, Shi Yu, Xiang Zhang, Wei Wang
Fast and robust group-wise eQTL mapping using sparse graphical models. BMC Bioinform. 16 (2015)
Shi Yu, Léon-Charles Tranchevent, Xinhai Liu, Wolfgang Glänzel, Johan A. K. Suykens, Bart De Moor, Yves Moreau
Optimized Data Fusion for Kernel k-Means Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 34 (5) (2012)
Shi Yu, Robert Grossman, Andrey Rzhetsky
Global and Local Approach of Part-of-Speech Tagging for Large Corpora. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text (2012)
Shi Yu, Xinhai Liu, Léon-Charles Tranchevent, Wolfgang Glänzel, Johan A. K. Suykens, Bart De Moor, Yves Moreau
Optimized data fusion for K-means Laplacian clustering. Bioinform. 27 (1) (2011)
Krassie Petrova, Shi Yu
SMS Banking: An Exploratory Investigation of the Factors Influencing Future Use. Int. J. E Serv. Mob. Appl. 2 (3) (2010)
Xinhai Liu, Shi Yu, Frizo A. L. Janssens, Wolfgang Glänzel, Yves Moreau, Bart De Moor
Weighted hybrid clustering by combining text mining and bibliometrics on a large-scale journal database. J. Assoc. Inf. Sci. Technol. 61 (6) (2010)
Shi Yu, Tillmann Falck, Anneleen Daemen, Léon-Charles Tranchevent, Johan A. K. Suykens, Bart De Moor, Yves Moreau
L2-norm multiple kernel learning and its application to biomedical data fusion. BMC Bioinform. 11 (2010)
Shi Yu, Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Gene prioritization and clustering by multi-view text mining. BMC Bioinform. 11 (2010)
Xinhai Liu, Shi Yu, Yves Moreau, Bart De Moor, Wolfgang Glänzel, Frizo A. L. Janssens
Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets. SDM (2009)
Xinhai Liu, Shi Yu, Yves Moreau, Frizo A. L. Janssens, Bart De Moor, Wolfgang Glänzel
Hybrid Clustering by Integrating Text and Citation Based Graphs in Journal Database Analysis. ICDM Workshops (2009)
Léon-Charles Tranchevent, Roland Barriot, Shi Yu, Steven Van Vooren, Peter Van Loo, Bert Coessens, Bart De Moor, Stein Aerts, Yves Moreau
ENDEAVOUR update: a web resource for gene prioritization in multiple species. Nucleic Acids Res. 36 (Web-Server-Issue) (2008)
Kai Zhang, Ran Zhang, Yunguang Yin, Shi Yu
Domain decomposition methods for linear and semilinear elliptic stochastic partial differential equations. Appl. Math. Comput. 195 (2) (2008)
Shi Yu, Steven Van Vooren, Léon-Charles Tranchevent, Bart De Moor, Yves Moreau
Comparison of vocabularies, representations and ranking algorithms for gene prioritization by text mining. ECCB (2008)
Shi Yu, Steven Van Vooren, Bert Coessens, Bart De Moor
Interpreting Gene Profiles from Biomedical Literature Mining with Self Organizing Maps. ISNN (2) (2006)