Kaiwen Wang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 42

Top Topics

Saliency Detection

Markov Decision Process

Heterogeneous Systems

Top Venues

Publications

Kaiwen Wang, Dawen Liang, Nathan Kallus, Wen Sun
Risk-Sensitive RL with Optimized Certainty Equivalents via Reduction to Standard RL. CoRR (2024)
Kaiwen Wang, Lammert Kooistra, Ruoxi Pan, Wensheng Wang, João Valente
UAV-based simultaneous localization and mapping in outdoor environments: A systematic scoping review. J. Field Robotics 41 (5) (2024)
Kaiwen Wang, Owen Oertell, Alekh Agarwal, Nathan Kallus, Wen Sun
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning. CoRR (2024)
Hang Shu, Kaiwen Wang, Leifeng Guo, Jérôme Bindelle, Wensheng Wang
Automated collection of facial temperatures in dairy cows via improved UNet. Comput. Electron. Agric. 220 (2024)
Kaiwen Wang, Yinzhe Shen, Martin Lauer
Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions. CoRR (2024)
Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvári
Switching the Loss Reduces the Cost in Batch Reinforcement Learning. CoRR (2024)
Andrew Bennett, Nathan Kallus, Miruna Oprescu, Wen Sun, Kaiwen Wang
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes. CoRR (2024)
Xuefeng Jiang, Jingyu Zhou, Kaiwen Wang, Shirui Yang, Zhijian Wei, Jiazheng Liu
Open-Circuit Fault Diagnosis Strategy for Novel DFPMM Drive Based on Fuzzy Logic. IEEE Trans. Ind. Electron. 71 (7) (2024)
Kaiwen Wang, Rahul Kidambi, Ryan Sullivan, Alekh Agarwal, Christoph Dann, Andrea Michi, Marco Gelmi, Yunxuan Li, Raghav Gupta, Avinava Dubey, Alexandre Ramé, Johan Ferret, Geoffrey Cideron, Le Hou, Hongkun Yu, Amr Ahmed, Aranyak Mehta, Léonard Hussenot, Olivier Bachem, Edouard Leurent
Conditioned Language Policy: A General Framework for Steerable Multi-Objective Finetuning. CoRR (2024)
Kaiwen Wang, Nathan Kallus, Wen Sun
Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR. CoRR (2023)
Peng Wei, Wei Feng, Kaiwen Wang, Yunfei Chen, Ning Ge
Task Offloading in MEC-Aided Satellite-Terrestrial Networks: A Reinforcement Learning Approach. ICC (2023)
Kaiwen Wang, Kevin Zhou, Runzhe Wu, Nathan Kallus, Wen Sun
The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning. CoRR (2023)
Jiankang Ren, Zheng Wang, Chi Lin, Mohammad S. Obaidat, Hongrui Xie, Haihui Zhu, Chunxiao Liu, Kaiwen Wang, Guozhen Tan
REORDER++: Enhanced Randomized Real-Time Scheduling Strategy Against Side-Channel Attacks. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Kaiwen Wang, Kevin Zhou, Runzhe Wu, Nathan Kallus, Wen Sun
The Benefits of Being Distributional: Small-Loss Bounds for Reinforcement Learning. NeurIPS (2023)
Kaiwen Wang, Nathan Kallus, Wen Sun
Near-Minimax-Optimal Risk-Sensitive Reinforcement Learning with CVaR. ICML (2023)
Zheng Li, Kaiwen Wang, Haibo Wang, Xuetong Chen, Xiaoqiang Guo, Hexu Sun
Development and Analysis of Multi-Degree-of-Freedom Piezoelectric Actuator Based on Elephant Trunk Structure. Sensors 23 (14) (2023)
Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Partitioned Active Learning for Heterogeneous Systems. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Bo Yang, Kaiwen Wang, Xiaodan Zhan, Siyu Chen, Zhen Liu
Experience Economy and Green Economy Research in China: A 30-Year Bibliometric Analysis. HCI (20) (2023)
Kaiwen Wang, Junxiong Wang, Yueying Li, Nathan Kallus, Immanuel Trummer, Wen Sun
JoinGym: An Efficient Query Optimization Environment for Reinforcement Learning. CoRR (2023)
Alekh Agarwal, Yuda Song, Wen Sun, Kaiwen Wang, Mengdi Wang, Xuezhou Zhang
Provable Benefits of Representational Transfer in Reinforcement Learning. COLT (2023)
Jonathan D. Chang, Kaiwen Wang, Nathan Kallus, Wen Sun
Learning Bellman Complete Representations for Offline Policy Evaluation. CoRR (2022)
Nathan Kallus, Xiaojie Mao, Kaiwen Wang, Zhengyuan Zhou
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning. CoRR (2022)
Jonathan Chang, Kaiwen Wang, Nathan Kallus, Wen Sun
Learning Bellman Complete Representations for Offline Policy Evaluation. ICML (2022)
Ze Zhang, Woo Yong Chang, Kaiwen Wang, Yuqiu Yang, Xinlei Wang, Chen Yao, Tuoqi Wu, Li Wang, Tao Wang
Interpreting the B-cell receptor repertoire with single-cell gene expression using Benisse. Nat. Mach. Intell. 4 (6) (2022)
Nathan Kallus, Xiaojie Mao, Kaiwen Wang, Zhengyuan Zhou
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning. ICML (2022)
Shachi Deshpande, Kaiwen Wang, Dhruv Sreenivas, Zheng Li, Volodymyr Kuleshov
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies. NeurIPS (2022)
Alireza Sepahvand, Ali Golkarian, Lawal Billa, Kaiwen Wang, Fatemeh Rezaie, Somayeh Panahi, Saeed Samadianfard, Khabat Khosravi
Evaluation of deep machine learning-based models of soil cumulative infiltration. Earth Sci. Informatics 15 (3) (2022)
Alekh Agarwal, Yuda Song, Wen Sun, Kaiwen Wang, Mengdi Wang, Xuezhou Zhang
Provable Benefits of Representational Transfer in Reinforcement Learning. CoRR (2022)
Alicja Piotrkowicz, Kaiwen Wang, Jennifer Hallam, Vania Dimitrova
Data-driven Exploration of Engagement with Workplace-based Assessment in the Clinical Skills Domain. Int. J. Artif. Intell. Educ. 31 (4) (2021)
Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Partitioned Active Learning for Heterogeneous Systems. CoRR (2021)
Kaiwen Wang
The Impact of an Exchange Rate Depreciation on China's Exports. ICIBE (2021)
Yinan Wang, Kaiwen Wang, Wenjun Cai, Xiaowei Yue
NP-ODE: Neural Process Aided Ordinary Differential Equations for Uncertainty Quantification of Finite Element Analysis. CoRR (2020)
Kaiwen Wang, Travis Dick, Maria-Florina Balcan
Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning. CoRR (2020)
Hui Wang, Kaiwen Wang, Haiyang Qiu, Pengfei Zhi, Yu Li, Wei Chen
An Adaptive Reduced Method for Wind Direction Retrieval from X-Band Marine Radar Images. INDIN (2020)
Ran Li, Xiangrui Zeng, Stephanie E. Sigmund, Ruogu Lin, Bo Zhou, Chang Liu, Kaiwen Wang, Rui Jiang, Zachary Freyberg, Hairong Lv, Min Xu
Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN. BMC Bioinform. (3) (2019)
Guannan Zhao, Bo Zhou, Kaiwen Wang, Rui Jiang, Min Xu
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations. MICCAI (1) (2018)
Kaiwen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu
Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. CoRR (2018)
Kaiwen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu
Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. BMVC (2018)
Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography. CoRR (2018)
Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography. BMVC (2018)
Bo Zhou, Qiang Guo, Kaiwen Wang, Xiangrui Zeng, Xin Gao, Min Xu
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. BIBM (2018)
Guannan Zhao, Bo Zhou, Kaiwen Wang, Rui Jiang, Min Xu
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations. CoRR (2018)