| 2025 | COMPSAC | A Grouping Algorithm for Training Tree-Shaped Models on Multiple GPUs with High Efficiency. | Cai-Feng Lin, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu, Tzu-Hsien Tsai |
| 2025 | PDP | Execution Time Optimization for Pipeline Deep Network Training on Multiple GPUs. | Bing-Jou Wu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2024 | COMPSAC | Effective Compression of Language Models by Combining Pruning and Knowledge Distillation. | Chi-Yu Chiu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2024 | ISPA | Approximation Algorithms and Simulated Annealing Heuristics for Row-and-Column Pruning of Deep Neural Networks. | Ping-Han Tu, Yu-Che Cheng, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2023 | ICPADS | Function Clustering to Optimize Resource Utilization on Container Platform. | Chao-Yu Lee, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2023 | ICPADS | Exploiting Fine-Grained Structured Pruning for Efficient Inference on CNN Model. | Cheng-Hung Wu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu |
| 2022 | COMPSAC | Efficient Dual Batch Size Deep Learning for Distributed Parameter Server Systems. | Kuan-Wei Lu, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu |
| 2022 | COMPSAC | A Cloud-Native Online Judge System. | Guan-Chen Pan, Pangfeng Liu, Jan-Jan Wu |
| 2022 | ICPADS | Accelerating Convolutional Neural Networks via Inter-operator Scheduling. | Yi You, Pangfeng Liu, Ding-Yong Hong, Jan-Jan Wu, Wei-Chung Hsu |
| 2021 | PDP | Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for High Efficiency and Stable Convergence. | Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu |
| 2018 | CCGRID | Adaptive Communication for Distributed Deep Learning on Commodity GPU Cluster. | Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu |
| 2018 | ICPADS | Energy-Efficient Core Allocation and Deployment for Container-Based Virtualization. | Ching-Chi Lin, Jian-Jia Chen, Pangfeng Liu, Jan-Jan Wu |
| 2018 | ICPADS | Communication Scheduling Optimization for Distributed Deep Learning Systems. | Ching-Yuan Tsai, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu |
| 2018 | PDP | Low Precision Deep Learning Training on Mobile Heterogeneous Platform. | Olivier Valery, Pangfeng Liu, Jan-Jan Wu |
| 2017 | CCGRID | Efficient Cache Update for In-Memory Cluster Computing with Spark. | Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu, Chia Chun Shih, Chi-Chang Huang, Chao-Wen Huang |
| 2017 | ICPADS | High Resource Utilization Auto-Scaling Algorithms for Heterogeneous Container Configurations. | Yi-Lin Cheng, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu |
| 2017 | ICPADS | CPU/GPU Collaboration Techniques for Transfer Learning on Mobile Devices. | Olivier Valery, Pangfeng Liu, Jan-Jan Wu |
| 2016 | ICPADS | An Energy-Efficient Scheduler for Throughput Guaranteed Jobs on Asymmetric Multi-Core Platforms. | Ching-Chi Lin, Hsiang-Hsin Li, Jan-Jan Wu, Pangfeng Liu |
| 2015 | COMPSAC | Job Dispatching and Scheduling for Heterogeneous Clusters - A Case Study on the Billing Subsystem of CHT Telecommunication. | Ting-Chou Lin, Ching-Chi Lin, Ting-Wei Chang, Pangfeng Liu, Jan-Jan Wu, Chia Chun Shih, Chao-Wen Huang |
| 2015 | ICPADS | Resource Provision for Batch and Interactive Workloads in Data Centers. | Ting-Wei Chang, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu, Chia Chun Shih, Chao-Wen Huang |
| 2015 | ICPADS | SIMD Code Translation in an Enhanced HQEMU. | Sheng-Yu Fu, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu |
| 2014 | ICPP | An Energy-Efficient Task Scheduler for Multi-core Platforms with Per-core DVFS Based on Task Characteristics. | Ching-Chi Lin, Chao-Jui Chang, You-Cheng Syu, Jan-Jan Wu, Pangfeng Liu, Po-Wen Cheng, Wei-Te Hsu |
| 2014 | VEE | Efficient memory virtualization for Cross-ISA system mode emulation. | Chao-Rui Chang, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Pen-Chung Yew |
| 2014 | VEE | DBILL: an efficient and retargetable dynamic binary instrumentation framework using llvm backend. | Yi-Hong Lyu, Ding-Yong Hong, Tai-Yi Wu, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Pen-Chung Yew |
| 2013 | GPC | Automatic Resource Scaling for Web Applications in the Cloud. | Ching-Chi Lin, Jan-Jan Wu, Pangfeng Liu, Jeng-An Lin, Li-Chung Song |
| 2013 | GPC | GPU Virtualization Support in Cloud System. | Chih-Yuan Yeh, Chung-Yao Kao, Wei-Shu Hung, Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu, Kuang-Chih Liu |
| 2013 | ICPP | Sampling-Based Phase Classification and Prediction for Multi-threaded Program Execution on Multi-core Architectures. | Chih-Hao Chang, Pangfeng Liu, Jan-Jan Wu |
| 2013 | VEE | Improving dynamic binary optimization through early-exit guided code region formation. | Chun-Chen Hsu, Pangfeng Liu, Jan-Jan Wu, Pen-Chung Yew, Ding-Yong Hong, Wei-Chung Hsu, Chien-Min Wang |
| 2012 | CGO | HQEMU: a multi-threaded and retargetable dynamic binary translator on multicores. | Ding-Yong Hong, Chun-Chen Hsu, Pen-Chung Yew, Jan-Jan Wu, Wei-Chung Hsu, Pangfeng Liu, Chien-Min Wang, Yeh-Ching Chung |
| 2012 | CloudCom | Workload characteristics-aware virtual machine consolidation algorithms. | Jyun-Shiung Yang, Pangfeng Liu, Jan-Jan Wu |
| 2012 | ICPP | Probability-Based Cloud Storage Providers Selection Algorithms with Maximum Availability. | Chia-Wei Chang, Pangfeng Liu, Jan-Jan Wu |
| 2011 | ICPADS | Roystonea: A Cloud Computing System with Pluggable Component Architecture. | Chao-En Yen, Jyun-Shiung Yang, Pangfeng Liu, Jan-Jan Wu |
| 2011 | ICPP | SQLMR : A Scalable Database Management System for Cloud Computing. | Meng-Ju Hsieh, Chao-Rui Chang, Li-Yung Ho, Jan-Jan Wu, Pangfeng Liu |
| 2011 | ICPP | LnQ: Building High Performance Dynamic Binary Translators with Existing Compiler Backends. | Chun-Chen Hsu, Pangfeng Liu, Chien-Min Wang, Jan-Jan Wu, Ding-Yong Hong, Pen-Chung Yew, Wei-Chung Hsu |
| 2011 | ISPA | An Empirical Study on Memory Sharing of Virtual Machines for Server Consolidation. | Chao-Rui Chang, Jan-Jan Wu, Pangfeng Liu |
| 2011 | ISPA | A Novel Approach for Finding Optimization Opportunities in Multicore Architectures. | Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu |
| 2011 | UCC | Server Consolidation Algorithms with Bounded Migration Cost and Performance Guarantees in Cloud Computing. | Yufan Ho, Pangfeng Liu, Jan-Jan Wu |
| 2011 | UCC | Energy-efficient Virtual Machine Provision Algorithms for Cloud Systems. | Ching-Chi Lin, Pangfeng Liu, Jan-Jan Wu |
| 2010 | GPC | Job Scheduling Techniques for Distributed Systems with Temporal Constraints. | Ping-Yi Lin, Pangfeng Liu |
| 2010 | Qshine | NAT-ZigBee: NAT-Based Address Assignment for Scalable ZigBee Networks. | Yuan-Yao Shih, Yu-Kai Huang, Ai-Chun Pang, Pangfeng Liu, Wei-Ni Chu |
| 2009 | GPC | GFS: A Distributed File System with Multi-source Data Access and Replication for Grid Computing. | Chun-Ting Chen, Chun-Chen Hsu, Jan-Jan Wu, Pangfeng Liu |
| 2009 | ICPADS | Data-bandwidth-aware Job Scheduling in Grid and Cluster Environments. | De-Yu Chen, Jan-Jan Wu, Pangfeng Liu |
| 2009 | ICPADS | A Study of Group Size Effects on a Hybrid P2P System. | Ping-I Chou, Pangfeng Liu |
| 2008 | CCGRID | Heuristic Algorithms for Replication Transition Problem in the Grid Systems. | Chun-Chen Hsu, Pangfeng Liu, Chien-Min Wang |
| 2008 | GPC | The Development of a Drug Discovery Virtual Screening Application on Taiwan Unigrid. | Li-Yung Ho, Pangfeng Liu, Chien-Min Wang, Jan-Jan Wu |
| 2008 | ICPP | A List-Based Strategy for Optimal Replica Placement in Data Grid Systems. | Yi-Fang Lin, Jan-Jan Wu, Pangfeng Liu |
| 2007 | GPC | Server Placement in the Presence of Competition. | Pangfeng Liu, Yi-Min Chung, Jan-Jan Wu, Chien-Min Wang |
| 2007 | GPC | Optimizing Server Placement for QoS Requirements in Hierarchical Grid Environments. | Chien-Min Wang, Chun-Chen Hsu, Pangfeng Liu, Hsi-Min Chen, Jan-Jan Wu |
| 2007 | ICPADS | Computation and communication schedule optimization for jobs with shared data. | En-Jan Chou, Pangfeng Liu, Jan-Jan Wu |
| 2007 | PACT | Block-Based Allocation Algorithms for FLASH Memory in Embedded Systems. | Pangfeng Liu, Chung-Hao Chuang, Jan-Jan Wu |
| 2006 | CCGRID | Optimal Replica Placement Strategy for Hierarchical Data Grid Systems. | Pangfeng Liu, Jan-Jan Wu |
| 2006 | GPC | An Optimal Scheduling Algorithm for an Agent-Based Multicast Strategy on Irregular Networks. | Yi-Fang Lin, Zhe-Hao Kang, Pangfeng Liu, Jan-Jan Wu |
| 2006 | GPC | Optimizing Server Placement in Hierarchical Grid Environments. | Chien-Min Wang, Chun-Chen Hsu, Pangfeng Liu, Hsi-Min Chen, Jan-Jan Wu |
| 2006 | ICPADS | Optimal Placement of Replicas in Data Grid Environments with Locality Assurance. | Yi-Fang Lin, Pangfeng Liu, Jan-Jan Wu |
| 2006 | ICPP | Generalized Edge Coloring for Channel Assignment in Wireless Networks. | Chun-Chen Hsu, Pangfeng Liu, Da-Wei Wang, Jan-Jan Wu |
| 2005 | ICPADS | Efficient Allocation Algorithms for FLASH File Systems. | Li-Fu Chou, Pangfeng Liu |
| 2005 | ICPADS | I/O Processor Allocation for Mesh Cluster Computers. | Pangfeng Liu, Chun-Chen Hsu, Jan-Jan Wu |
| 2005 | ICPADS | Efficient Distributed Algorithms for Parallel I/O Scheduling. | Jan-Jan Wu, Yih-Fang Lin, Pangfeng Liu |
| 2003 | ICPP | Efficient Parallel I/O Scheduling in the Presence of Data Duplication. | Pangfeng Liu, Da-Wei Wang, Jan-Jan Wu |
| 2003 | RTCSA | An Approximation Algorithm for Broadcast Scheduling in Heterogeneous Clusters. | Pangfeng Liu, Da-Wei Wang, Yi-Heng Guo |
| 2002 | ICPADS | An Incremental Network Topology for Contention-free and Deadlock-free Routing. | Pangfeng Liu, Yi-Fang Lin, Jan-Jan Wu |
| 2000 | SPAA | Broadcast scheduling optimization for heterogeneous cluster systems. | Pangfeng Liu, Tzu-Hao Sheng |
| 1999 | PDPTA | Parallel Programming Support for Unstructured Mesh Computation. | Jyh-Ching Hong, Pangfeng Liu, Tzu-Hao Sheng, Jin-Xian Wu, Chih-Hsuae Yang |
| 1998 | ICS | Distributed Data Structure Design for Scientific Computation. | Jan-Jan Wu, Pangfeng Liu |
| 1997 | ICPP | A Framework for Parallel Tree-Based Scientific Simulations. | Pangfeng Liu, Jan-Jan Wu |
| 1997 | PDPTA | VGDS: An Object-Oriented Framework for Distributed Scientific Computing. | Jan-Jan Wu, Pangfeng Liu, Marina C. Chen, James R. Cowie |
| 1994 | SPAA | Experiences with Parallel N-Body Simulation. | Pangfeng Liu, Sandeep N. Bhatt |
| 1993 | SPAA | An Atomic Model for Message-Passing. | Pangfeng Liu, William Aiello, Sandeep N. Bhatt |
| 1991 | SODA | Tight Bounds for On-Line Tree Embeddings. | Sandeep N. Bhatt, David S. Greenberg, Frank Thomson Leighton, Pangfeng Liu |