Chih-Wei Hsu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 44

Top Topics

Empirical Bayes

Missing Data Imputation

Top Venues

J. Supercomput.

IEEE Trans. Circuits Syst. Video Technol.

Publications

Sheng-Tzong Cheng, Gwo-Jiun Horng, Chih-Wei Hsu, Z.-Yu Su
Per-user network access control kernel module with secure multifactor authentication. J. Supercomput. 80 (1) (2024)
Guy Tennenholtz, Yinlam Chow, Chih-Wei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier
Demystifying Embedding Spaces using Large Language Models. ICLR (2024)
Olena Chubach, Ching-Yeh Chen, Tzu-Der Chuang, Yi-Wen Chen, Chih-Wei Hsu, Yu-Wen Huang
Evaluation of Low Complexity Enhancement Video Codec (LCEVC) with HEVC and VVC on 4K Content. PCS (2024)
Anthony Liang, Guy Tennenholtz, Chih-Wei Hsu, Yinlam Chow, Erdem Biyik, Craig Boutilier
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning. CoRR (2024)
Guy Tennenholtz, Yinlam Chow, Chih-Wei Hsu, Lior Shani, Ethan Liang, Craig Boutilier
Embedding-Aligned Language Models. CoRR (2024)
Chih-Wei Hsu, Martin Mladenov, Ofer Meshi, James Pine, Hubert Pham, Shane Li, Xujian Liang, Anton Polishko, Li Yang, Ben Scheetz, Craig Boutilier
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies. SIGIR (2024)
Guy Tennenholtz, Yinlam Chow, Chih-Wei Hsu, Jihwan Jeong, Lior Shani, Azamat Tulepbergenov, Deepak Ramachandran, Martin Mladenov, Craig Boutilier
Demystifying Embedding Spaces using Large Language Models. CoRR (2023)
Gene Eu Jan, Ching-Chi Lin, Chih-Wei Hsu, Chih-Ming Kung, Hui-Ching Hsieh, Yung-Hao Wong
Innovative Search and Rescue Methods Using Drones: An Algorithm Combining 3D Modeling and Laser Ranging Scanning. ICEBE (2023)
Erdem Biyik, Fan Yao, Yinlam Chow, Alex Haig, Chih-Wei Hsu, Mohammad Ghavamzadeh, Craig Boutilier
Preference Elicitation with Soft Attributes in Interactive Recommendation. CoRR (2023)
Yihao Li, Pan Liu, W. Eric Wong, Nicholas Chau, Chih-Wei Hsu
Alternative Ranking Distance Metrics for Fault-Focused Clustering in Parallel Fault Localization. Int. J. Perform. Eng. 19 (10) (2023)
Jihwan Jeong, Yinlam Chow, Guy Tennenholtz, Chih-Wei Hsu, Azamat Tulepbergenov, Mohammad Ghavamzadeh, Craig Boutilier
Factual and Personalized Recommendations using Language Models and Reinforcement Learning. CoRR (2023)
Sheng-Tzong Cheng, Chih-Wei Hsu, Gwo-Jiun Horng, Kuan-Ting Tsai
Quadro-W learning for human behavior prediction in an evolving environment: a case study of the intelligent butler technology. J. Supercomput. 79 (6) (2023)
Martin Mladenov, Sanjay Ganapathy Subramaniam, Chih-Wei Hsu, Neha Arora, Andrew Tomkins, Craig Boutilier, Carolina Osorio
An adversarial variational inference approach for travel demand calibration of urban traffic simulators. SIGSPATIAL/GIS (2022)
Christina Göpfert, Yinlam Chow, Chih-Wei Hsu, Ivan Vendrov, Tyler Lu, Deepak Ramachandran, Craig Boutilier
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors. WWW (2022)
Sun-Yuan Hsieh, Chih-Wei Hsu, Cheng-Han Yeh, Geng-Hua Zhang
Novel scheme for reducing communication data traffic in advanced metering infrastructure networks. J. Supercomput. 78 (6) (2022)
To-Cheng Wang, Ming-Hung Shu, Bi-Min Hsu, Chih-Wei Hsu
Adjustable variables multiple-dependent-state sampling plans based on a process capability index. J. Oper. Res. Soc. 73 (12) (2022)
Christina Göpfert, Yinlam Chow, Chih-Wei Hsu, Ivan Vendrov, Tyler Lu, Deepak Ramachandran, Craig Boutilier
Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors. CoRR (2022)
Sheng-Tzong Cheng, Chih-Wei Hsu, Gwo-Jiun Horng, Sz-Yu Chen
Across-camera object tracking using a conditional random field model. J. Supercomput. 77 (12) (2021)
Wei-Jung Chien, Li Zhang, Martin Winken, Xiang Li, Ru-Ling Liao, Han Gao, Chih-Wei Hsu, Hongbin Liu, Chun-Chi Chen
Motion Vector Coding and Block Merging in the Versatile Video Coding Standard. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Sheng-Tzong Cheng, Chih-Wei Hsu, Gwo-Jiun Horng, Ci-Ruei Jiang
Video reasoning for conflict events through feature extraction. J. Supercomput. 77 (6) (2021)
Branislav Kveton, Mikhail Konobeev, Manzil Zaheer, Chih-Wei Hsu, Martin Mladenov, Craig Boutilier, Csaba Szepesvári
Meta-Thompson Sampling. CoRR (2021)
Chih-Wei Hsu, Sun-Yuan Hsieh
Strategies for Reducing Traffic Volume and Security on Smart Grid. QRS (2021)
Branislav Kveton, Mikhail Konobeev, Manzil Zaheer, Chih-Wei Hsu, Martin Mladenov, Craig Boutilier, Csaba Szepesvári
Meta-Thompson Sampling. ICML (2021)
Martin Mladenov, Chih-Wei Hsu, Vihan Jain, Eugene Ie, Christopher Colby, Nicolas Mayoraz, Hubert Pham, Dustin Tran, Ivan Vendrov, Craig Boutilier
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems. CoRR (2021)
Enhou Zu, Ming-Hung Shu, Jui-Chan Huang, Tzu-Jung Wu, Chih-Wei Hsu, Yuan-Chieh Chang
Development of a Monitoring and Management System for Nonheritage Tourist Attractions Based on Mobile GIS and Multisensor Technology. Mob. Inf. Syst. 2021 (2021)
Martin Mladenov, Chih-Wei Hsu, Vihan Jain, Eugene Ie, Christopher Colby, Nicolas Mayoraz, Hubert Pham, Dustin Tran, Ivan Vendrov, Craig Boutilier
Demonstrating Principled Uncertainty Modeling for Recommender Ecosystems with RecSim NG. RecSys (2020)
Craig Boutilier, Chih-Wei Hsu, Branislav Kveton, Martin Mladenov, Csaba Szepesvári, Manzil Zaheer
Differentiable Meta-Learning of Bandit Policies. NeurIPS (2020)
Nicole Thompson, Theodore Cohen, Sarah Alamdari, Chih-Wei Hsu, Grant Williamson, David Beck, Vincent Holmberg
DiffCapAnalyzer: A Python Package for Quantitative Analysis of Total Differential Capacity Data. J. Open Source Softw. 5 (54) (2020)
Hamed Haselimashhadi, Jeremy C. Mason, Violeta Muñoz-Fuentes, Federico López-Gómez, Kolawole O. Babalola, Elif F. Acar, Vivek Kumar, Jacqui White, Ann M. Flenniken, Ruairidh King, Ewan Straiton, John Richard Seavitt, Angelina Gaspero, Arturo Garza, Audrey E. Christianson, Chih-Wei Hsu, Corey L. Reynolds, Denise G. Lanza, Isabel Lorenzo, Jennie R. Green, Juan J. Gallegos, Ritu Bohat, Rodney C. Samaco, Surabi Veeraragavan, Jong Kyoung Kim, Gregor Miller, Helmut Fuchs, Lillian Garrett, Lore Becker, Yeon Kyung Kang, David Clary, Soo Young Cho, Masaru Tamura, Nobuhiko Tanaka, Kyung Dong Soo, Alexandr Bezginov, Ghina Bou About, Marie-France Champy, Laurent Vasseur, Sophie Leblanc, Hamid Meziane, Mohammed Selloum, Patrick T. Reilly, Nadine Spielmann, Holger Maier, Valérie Gailus-Durner, Tania Sorg, Hiroshi Masuya, Yuichi Obata, Jason D. Heaney, Mary E. Dickinson, Wolfgang Wurst, Glauco P. Tocchini-Valentini, Kevin C. Kent Lloyd, Colin McKerlie, Je Kyung Seong, Yann Herault, Martin Hrabé de Angelis, Steve D. M. Brown, Damian Smedley, Paul Flicek, Ann-Marie Mallon, Helen E. Parkinson, Terrence F. Meehan
Soft windowing application to improve analysis of high-throughput phenotyping data. Bioinform. 36 (5) (2020)
Sheng-Tzong Cheng, Chong-Yi Zhu, Chih-Wei Hsu, Jiashing Shih
The Anomaly Detection Mechanism Using Extreme Learning Machine for Service Function Chaining. ICS (2020)
Sheng-Tzong Cheng, Chih-Wei Hsu, Gwo-Jiun Horng, Che-Hsuan Lin
Adaptive cache pre-forwarding policy for distributed deep learning. Comput. Electr. Eng. 82 (2020)
Branislav Kveton, Martin Mladenov, Chih-Wei Hsu, Manzil Zaheer, Csaba Szepesvári, Craig Boutilier
Differentiable Meta-Learning in Contextual Bandits. CoRR (2020)
Yu-Wen Huang, Chih-Wei Hsu, Ching-Yeh Chen, Tzu-Der Chuang, Shih-Ta Hsiang, Chun-Chia Chen, Man-Shu Chiang, Chen-Yen Lai, Chia-Ming Tsai, Yu-Chi Su, Zhi-Yi Lin, Yu-Ling Hsiao, Olena Chubach, Yu-Cheng Lin, Shawmin Lei
A VVC Proposal With Quaternary Tree Plus Binary-Ternary Tree Coding Block Structure and Advanced Coding Techniques. IEEE Trans. Circuits Syst. Video Technol. 30 (5) (2020)
Craig Boutilier, Chih-Wei Hsu, Branislav Kveton, Martin Mladenov, Csaba Szepesvári, Manzil Zaheer
Differentiable Bandit Exploration. CoRR (2020)
Eugene Ie, Chih-Wei Hsu, Martin Mladenov, Vihan Jain, Sanmit Narvekar, Jing Wang, Rui Wu, Craig Boutilier
RecSim: A Configurable Simulation Platform for Recommender Systems. CoRR (2019)
Chia-Chang Hu, Chih-Wei Hsu
Efficient Adaptive Subarrays in Millimeter-Wave MIMO Systems With Hybrid RF/Baseband Precoding/Combining Design. IEEE Syst. J. 13 (4) (2019)
Chih-Wei Hsu, Branislav Kveton, Ofer Meshi, Martin Mladenov, Csaba Szepesvári
Empirical Bayes Regret Minimization. CoRR (2019)
Kuen-Fang Jea, Jen-Ya Wang, Chih-Wei Hsu
Two-Agent Advertisement Scheduling on Physical Books to Maximize the Total Profit. Asia Pac. J. Oper. Res. 36 (3) (2019)
Chian-Hsueng Chao, Wan-Ning Wu, Tsung-Hsing Tsai, Chih-Wei Hsu, Ming-Chun Chen
Visualizing the intellectual structure and evolution of innovation systems research: a bibliometric analysis. MISNC (2018)
Kuen-Fang Jea, Chih-Wei Hsu, Li-You Tang
A Missing Data Imputation Method With Distance Function. ICMLC (2018)
Kuen-Fang Jea, Chih-Wei Hsu, Yen-Lin Chen
A Decomposition-Based Partition Method For Matrix-Multiplication In The Mapreduce Model. ICMLC (2018)
Cihun-Siyong Alex Gong, Huang-Chang Lee, Yu-Chieh Chuang, Tien-Hua Li, Chih-Hui Simon Su, Lung-Hsien Huang, Chih-Wei Hsu, Yih-Shiou Hwang, Jiann-Der Lee, Chih-Hsiung Chang
Design and Implementation of Acoustic Sensing System for Online Early Fault Detection in Industrial Fans. J. Sensors 2018 (2018)
Jia-Rong Wu, I-Hsien Ting, Chih-Wei Hsu
An APP Ranking Mechanism based on Social Volume. MISNC (2018)
Tsai-Fu Wu, Mitradatta Misra, Li-Chiun Lin, Chih-Wei Hsu
An Improved Resonant Frequency Based Systematic LCL Filter Design Method for Grid-Connected Inverter. IEEE Trans. Ind. Electron. 64 (8) (2017)
Jian-Pan Li, Chih-Wei Hsu, Chieh-Ling Huang, Gwo-Jiun Horng, Sheng-Tzong Cheng
Using Ontology and RFID Technology to Develop an Agent-Based System for Campus-Safety Management. Wirel. Pers. Commun. 79 (2) (2014)
Pei-Yu Cheng, Yueh-Min Huang, Rustam Shadiev, Chih-Wei Hsu, Shao-Tsu Chu
Investigating the Effectiveness of Video Segmentation on Decreasing Learners' Cognitive Load in Mobile Learning. ICWL Workshops (2014)
Sheng-Tzong Cheng, Chih-Wei Hsu, Gwo-Jiun Horng, Jian-Pan Li
Classifier Learning and Decision Making for a Connection Manager on a Heterogeneous Network. Wirel. Pers. Commun. 77 (3) (2014)
Sheng-Tzong Cheng, Chih-Wei Hsu, Jian-Pan Li
Combined Hand Gesture - Speech Model for Human Action Recognition. Sensors 13 (12) (2013)
Chao-Wei Li, Kuen-Fang Jea, Ru-Ping Lin, Ssu-Fan Yen, Chih-Wei Hsu
Mining frequent patterns from dynamic data streams with data load management. J. Syst. Softw. 85 (6) (2012)
Chih-Ming Fu, Elena Alshina, Alexander Alshin, Yu-Wen Huang, Ching-Yeh Chen, Chia-Yang Tsai, Chih-Wei Hsu, Shawmin Lei, Jeong-Hoon Park, Woojin Han
Sample Adaptive Offset in the HEVC Standard. IEEE Trans. Circuits Syst. Video Technol. 22 (12) (2012)
Chih-Wei Hsu, Jian-Pan Li, Sheng-Tzong Cheng
Connection manager using FAHP of MCDM techniques in heterogeneous network. HIS (2011)
Po-Chyi Su, Chih-Wei Hsu, Ching-Yu Wu
A practical design of content protection for H.264/AVC compressed videos by selective encryption and fingerprinting. Multim. Tools Appl. 52 (2-3) (2011)
Kuen-Fang Jea, Chao-Wei Li, Chih-Wei Hsu, Ru-Ping Lin, Ssu-Fan Yen
A load shedding scheme for frequent pattern mining in transactional data streams. FSKD (2011)
Chih-Wei Hsu, Sheng-Tzong Cheng, Chen-Fei Chen
Widget-based framework for web service discovery on multiple home social network. GrC (2011)
Cheng-Yi Liu, Yin-Jun Chen, Chi-Hsuan Wang, Chih-Wei Hsu, Sheng-Tzong Cheng, Chih-Hsiung Tseng
Coding-Based Contention Forwarding Protocol for Cyber-Physical Systems. ICNC (2011)
Ting-Chao Hou, Chih-Wei Hsu, Cheng-Shong Wu
A delay-based transport layer mechanism for fair TCP throughput over 802.11 multihop wireless mesh networks. Int. J. Commun. Syst. 24 (8) (2011)
Chih-Wei Hsu, Chung-Hsien Hsu, Huei-Ru Tseng
MAC Channel Congestion Control Mechanism in IEEE 802.11p/WAVE Vehicle Networks. VTC Fall (2011)
Sheng-Tzong Cheng, Chih-Wei Hsu
Connection manager: A FAHP-based system for classifier and decision-making. FUZZ-IEEE (2011)
Chih-Wei Hsu, Ting-Chao Hou
Achieving Fair Throughput for TCP Flows in Multi-Hop Wireless Backhaul Networks. ICC (2010)
Chih-Wei Hsu, Alan Liu
High-level behavior control of an e-pet with reinforcement learning. SMC (2010)
Kuen-Fang Jea, Chao-Wei Li, Chih-Wei Hsu, Ru-Ping Lin, Ssu-Fan Yen
A load-controllable mining system for frequent-pattern discovery in dynamic data streams. ICMLC (2010)
Chih-Wei Hsu, Ting-Chao Hou, Cheng-Shong Wu
A Transport Layer Mechanism for Fair TCP Throughput over 802.11 Multi-Hop Wireless Mesh Networks. WCNC (2010)
Ting-Chao Hou, Chih-Wei Hsu
Achieving Fair Throughput among TCP Flows in Multi-Hop Wireless Mesh Networks. IEICE Trans. Commun. (4) (2010)
Gwo-Jiun Horng, Chi-Hsuan Wang, Sheng-Tzong Cheng, Chih-Wei Hsu, Sheng-Fu Su
Tree-Based Adaptive Broadcasting of Bandwidth Allocation for Vehicle Ad Hoc Networks. HPCC (2010)
Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu
Discriminative Frequent Pattern Analysis for Effective Classification. ICDE (2007)
Chih-Wei Hsu, Benjamin W. Wah, Ruoyun Huang, Yixin Chen
Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences. IJCAI (2007)
Chih-Wei Hsu, Yixin Chen, Benjamin W. Wah
Subgoal Ordering and Granularity Control for Incremental Planning. Int. J. Artif. Intell. Tools 16 (4) (2007)
Yung-Chi Chang, Wei-Min Chao, Chih-Wei Hsu, Liang-Gee Chen
Platform-Based MPEG-4 SOC Design for Video Communications. J. VLSI Signal Process. 42 (1) (2006)
Yung-Chi Chang, Chih-Wei Hsu, Wei-Min Chao, Liang-Gee Chen
Interactive Content-aware Video Streaming System with Fine Granularity Scalability. J. VLSI Signal Process. 44 (1-2) (2006)
Yixin Chen, Benjamin W. Wah, Chih-Wei Hsu
Temporal Planning using Subgoal Partitioning and Resolution in SGPlan. J. Artif. Intell. Res. 26 (2006)
Chih-Wei Hsu, Yixin Chen
Subgoal Ordering and Granularity Control for Incremental Planning. ICTAI (2005)
Yung-Chi Chang, Chih-Wei Hsu, Liang-Gee Chen
MPEG-4 FGS Encoder Design for an Interactive Content-aware MPEG-4 Video Streaming SOC. IWSOC (2004)
Wei-Min Chao, Tung-Chien Chen, Yung-Chi Chang, Chih-Wei Hsu, Liang-Gee Chen
Computationally controllable integer, half, and quarter-pel motion estimator for MPEG-4 Advanced Simple Profile. ISCAS (2) (2003)
Chih-Wei Hsu, Yung-Chi Chang, Wei-Min Chao, Liang-Gee Chen
Hardware-oriented optimization and block-level architecture design for MPEG-4 FGS encoder. ISCAS (2) (2003)
Wei-Min Chao, Yung-Chi Chang, Chih-Wei Hsu, Liang-Gee Chen
Platform architecture design for MEG-4 video coding. ICIP (3) (2003)
Chih-Wei Hsu, Chih-Jen Lin
A comparison of methods for multiclass support vector machines. IEEE Trans. Neural Networks 13 (2) (2002)
Shao-Yi Chien, Ching-Yeh Chen, Wei-Min Chao, Chih-Wei Hsu, Yu-Wen Huang, Liang-Gee Chen
A fast and high subjective quality sprite generation algorithm with frame skipping and multiple sprites techniques. ICIP (1) (2002)
Chih-Wei Hsu, Chih-Jen Lin
A Simple Decomposition Method for Support Vector Machines. Mach. Learn. 46 (1-3) (2002)
Chih-Wei Hsu, Wei-Min Chao, Yung-Chi Chang
Texture coder design of MPEG4 video by using interleaving schedule. ICME (2) (2002)
Der-Lor Way, Chih-Wei Hsu, Hsin-Yi Chiu, Zen-Chung Shih
Computer-Generated Chinese Painting for Landscapes and Portraits. WSCG (2001)
Chih-Chung Chang, Chih-Wei Hsu, Chih-Jen Lin
The analysis of decomposition methods for support vector machines. IEEE Trans. Neural Networks Learn. Syst. 11 (4) (2000)