Yingfei Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 45

Top Topics

Active Sampling

Causal Inference

Top Venues

Publications

Yifu Tang, Yingfei Wang, Zeyu Zheng
Stochastic Multi-Armed Bandits with Strongly Reward-Dependent Delays. AISTATS (2024)
Ming-Chang Chiu, Yingfei Wang, Yen-Ju Kuo, Pin-Yu Chen
DDI-CoCo: A Dataset for Understanding the Effect of Color Contrast in Machine-Assisted Skin Disease Detection. ICASSP (2024)
Jeong-Yoon Lee, Yifeng Wu, Totte Harinen, Jing Pan, Paul Lo, Zhenyu Zhao, Huigang Chen, Zeyu Zheng, Hasta Vanchinathan, Yingfei Wang, Roland Stevenson
2nd Workshop on Causal Inference and Machine Learning in Practice. KDD (2024)
Jianping Liu, Yingfei Wang, Jian Wang, Meng Wang, Xintao Chu
A topic relevance-aware click model for web search. J. Intell. Fuzzy Syst. 46 (4) (2024)
Ming-Chang Chiu, Yingfei Wang, Yen-Ju Kuo, Pin-Yu Chen
DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection. CoRR (2024)
Jialu Xing, Jianping Liu, Jian Wang, Lulu Sun, Xi Chen, Xunxun Gu, Yingfei Wang
A survey of efficient fine-tuning methods for Vision-Language Models - Prompt and Adapter. Comput. Graph. 119 (2024)
Jinghai He, Cheng Hua, Yingfei Wang, Zeyu Zheng
Collaborative Intelligence in Sequential Experiments: A Human-in-the-Loop Framework for Drug Discovery. CoRR (2024)
Jianping Liu, Xintao Chu, Jian Wang, Meng Wang, Yingfei Wang
Combining permuted language model and adversarial training for Chinese machine reading comprehension. J. Intell. Fuzzy Syst. 46 (4) (2024)
Yingfei Wang, Inbal Yahav, Balaji Padmanabhan
Smart Testing with Vaccination: A Bandit Algorithm for Active Sampling for Managing COVID-19. Inf. Syst. Res. 35 (1) (2024)
Xinrui Ruan, Jingshen Wang, Yingfei Wang, Waverly Wei
Electronic Medical Records Assisted Digital Clinical Trial Design. AISTATS (2024)
Yuhang Wu, Yingfei Wang, Chu Wang, Zeyu Zheng
Large Language Model Enhanced Machine Learning Estimators for Classification. CoRR (2024)
Tongxin Zhou, Yingfei Wang, Lu (Lucy) Yan, Yong Tan
Spoiled for Choice? Personalized Recommendation for Healthcare Decisions: A Multiarmed Bandit Approach. Inf. Syst. Res. 34 (4) (2023)
Xintao Chu, Jianping Liu, Yingfei Wang, Meng Wang, Xunxun Gu
CSDR-BERT: a pre-trained scientific dataset match model for Chinese Scientific Dataset Retrieval. CoRR (2023)
Yingfei Wang, Jianping Liu, Meng Wang, Xintao Chu
FE-TCM: Filter-Enhanced Transformer Click Model for Web Search. CoRR (2023)
Yingfei Wang, Jianping Liu, Jian Wang, Xiaofeng Wang, Meng Wang, Xintao Chu
FE-TCM: Filter-Enhanced Transformer Click Model for Web Search. IEEE Access 11 (2023)
Jeong-Yoon Lee, Yifeng Wu, Keith Battocchi, Fabio Vera, Zhenyu Zhao, Totte Harinen, Jing Pan, Huigang Chen, Zeyu Zheng, Chu Wang, Yingfei Wang, Xinwei Ma
Causal Inference and Machine Learning in Practice: Use Cases for Product, Brand, Policy and Beyond. KDD (2023)
Jingpei Dan, Weixuan Hu, Lanlin Xu, Yuming Wang, Yingfei Wang
A Hybrid Summarization Method for Legal Judgment Documents Based on Lawformer. NLPCC (2) (2023)
Meng Wang, Jianping Liu, Jian Wang, Yingfei Wang, Xintao Chu
A Topicality Relevance-Aware Intent Model for Web Search. IEEE Access 11 (2023)
Chu Wang, Yingfei Wang, Haipeng Luo, Daniel Jiang, Jinghai He, Zeyu Zheng
2nd Workshop on Multi-Armed Bandits and Reinforcement Learning: Advancing Decision Making in E-Commerce and Beyond. KDD (2023)
Jingpei Dan, Lanlin Xu, Weixuan Hu, Yuming Wang, Yingfei Wang
Enhancing Similar Case Matching with Event-Context Detection in Legal Intelligence. NLPCC (2) (2023)
Mengxiao Zhang, Shi Chen, Haipeng Luo, Yingfei Wang
No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand Distribution. AISTATS (2023)
Ming-Chang Chiu, Yingfei Wang, Derrick Eui Gyu Kim, Pin-Yu Chen, Xuezhe Ma
On Human Visual Contrast Sensitivity and Machine Vision Robustness: A Comparative Study. CoRR (2022)
Tongxin Zhou, Lu (Lucy) Yan, Yingfei Wang, Yong Tan
Turn Your Online Weight Management from Zero to Hero: A Multidimensional, Continuous-Time Evaluation. Manag. Sci. 68 (5) (2022)
Mengxiao Zhang, Shi Chen, Haipeng Luo, Yingfei Wang
No-Regret Learning in Two-Echelon Supply Chain with Unknown Demand Distribution. CoRR (2022)
Jianping Liu, Xintao Chu, Yingfei Wang, Meng Wang
Deep Text Retrieval Models based on DNN, CNN, RNN and Transformer: A review. CCIS (2022)
Cong Wang, Yingfei Wang
Prescriptive Analytics in ART: Precision Medication through Preference Learning. ICIS (2021)
Daniel Jiang, Haipeng Luo, Chu Wang, Yingfei Wang
Multi-Armed Bandits and Reinforcement Learning: Advancing Decision Making in E-Commerce and Beyond. KDD (2021)
Jianfeng Xu, Zhenyu Liu, Tao Zheng, Shuliang Wamg, Yingfei Wang, Yashi Wang, Yongjie Qiao
Structural Model and Mathematical Foundation of Information Space. CoRR (2021)
Jiayi Li, Yingfei Wang
An interview with Owen McCall from TREECYCLE. XRDS 27 (4) (2021)
Yingfei Wang
Computing and sustainability: how can technology lead us to a better future? XRDS 27 (4) (2021)
Zhenbin Yan, Uttara Anantakrishnan, Yingfei Wang, Yong Tan
Content and Composition: Understanding The Impact of Merchant Pictures on Market Performance. ICIS (2020)
Yingfei Wang, Inbal Yahav, Balaji Padmanabhan
Whom to Test? Active Sampling Strategies for Managing COVID-19. CoRR (2020)
Tsu-Pei Chiu, Beibei Xin, Nicholas Markarian, Yingfei Wang, Remo Rohs
TFBSshape: an expanded motif database for DNA shape features of transcription factor binding sites. Nucleic Acids Res. 48 (Database-Issue) (2020)
Yingfei Wang, Xiaoqun Wu, Jinhu Lü, Jun-An Lu, Raissa M. D'Souza
Topology Identification in Two-Layer Complex Dynamical Networks. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Tongxin Zhou, Yingfei Wang, Lu Lucy Yan, Yong Tan
Spoiled for Choice? Personalized Recommendation for Healthcare Decisions: A Multi-Armed Bandit Approach. CoRR (2020)
Yingfei Wang, Warren B. Powell
Finite-Time Analysis for the Knowledge-Gradient Policy. SIAM J. Control. Optim. 56 (2) (2018)
Yan Li, Kristofer G. Reyes, Jorge Vazquez-Anderson, Yingfei Wang, Lydia M. Contreras, Warren B. Powell
A Knowledge Gradient Policy for Sequencing Experiments to Identify the Structure of RNA Molecules Using a Sparse Additive Belief Model. INFORMS J. Comput. 30 (4) (2018)
Yingfei Wang, Juliana Martins Do Nascimento, Warren B. Powell
Dynamic Bidding for Advance Commitments in Truckload Brokerage Markets. CoRR (2018)
Guofeng Mei, Xiaoqun Wu, Yingfei Wang, Mi Hu, Junan Lu, Guanrong Chen
Compressive-Sensing-Based Structure Identification for Multilayer Networks. IEEE Trans. Cybern. 48 (2) (2018)
Yingfei Wang, Hua Ouyang, Hongbo Deng, Yi Chang
Learning Online Trends for Interactive Query Auto-Completion. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang
Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation. AAAI (2017)
Yingfei Wang, Warren B. Powell
MOLTE: a Modular Optimal Learning Testing Environment. CoRR (2017)
Yingfei Wang, Warren B. Powell
Finite-time Analysis for the Knowledge-Gradient Policy. CoRR (2016)
Yingfei Wang, Chu Wang, Warren B. Powell
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks. ICML (2016)
Yingfei Wang, Warren B. Powell
An optimal learning method for developing personalized treatment regimes. CoRR (2016)
Chu Wang, Yingfei Wang, Weinan E, Robert E. Schapire
Functional Frank-Wolfe Boosting for General Loss Functions. CoRR (2015)
Yingfei Wang, Kristofer G. Reyes, Keith A. Brown, Chad A. Mirkin, Warren B. Powell
Nested-Batch-Mode Learning and Stochastic Optimization with An Application to Sequential MultiStage Testing in Materials Science. SIAM J. Sci. Comput. 37 (3) (2015)