| 2026 | NSDI | The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs. | Yu Wang, Robert P. Dick |
| 2025 | ICCV | Multi-Scale Hybrid CNN-Transformer for Smoke Detection in Satellite Images. | Tony Zhang, Robert P. Dick |
| 2025 | ICLR | A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language. | Ekdeep Singh Lubana, Kyogo Kawaguchi, Robert P. Dick, Hidenori Tanaka |
| 2024 | ICIP | A Context-Oriented Multi-Scale Neural Network for Fire Segmentation. | Tony Zhang, Robert P. Dick |
| 2024 | ICLR | In-Context Learning Dynamics with Random Binary Sequences. | Eric J. Bigelow, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tomer D. Ullman |
| 2024 | ICLR | Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks. | Samyak Jain, Robert Kirk, Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka, Tim Rocktschel, Edward Grefenstette, David Scott Krueger |
| 2024 | ICML | Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model. | Mikail Khona, Maya Okawa, Jan Hula, Rahul Ramesh, Kento Nishi, Robert P. Dick, Ekdeep Singh Lubana, Hidenori Tanaka |
| 2024 | ICML | Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks. | Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona, Robert P. Dick, Hidenori Tanaka |
| 2023 | ICIP | Spatial-Frequency Network for Segmentation of Remote Sensing Images. | Tony Zhang, Robert P. Dick |
| 2023 | ICLR | Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. | Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang |
| 2023 | ICML | Mechanistic Mode Connectivity. | Ekdeep Singh Lubana, Eric J. Bigelow, Robert P. Dick, David Scott Krueger, Hidenori Tanaka |
| 2022 | ICIP | Image-Based Air Quality Forecasting Through Multi-Level Attention. | Tony Zhang, Robert P. Dick |
| 2022 | ICLR | Recursive Disentanglement Network. | Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang |
| 2022 | ICML | Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. | Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur |
| 2021 | ICLR | A Gradient Flow Framework For Analyzing Network Pruning. | Ekdeep Singh Lubana, Robert P. Dick |
| 2020 | CVPR | Intelligent Scene Caching to Improve Accuracy for Energy-Constrained Embedded Vision. | Benjamin Simpson, Ekdeep Singh Lubana, Yuchen Liu, Robert P. Dick |
| 2019 | DCC | Machine Foveation: An Application-Aware Compressive Sensing Framework. | Ekdeep Singh Lubana, Vinayak Aggarwal, Robert P. Dick |
| 2019 | ICIP | Minimalistic Image Signal Processing for Deep Learning Applications. | Ekdeep Singh Lubana, Robert P. Dick, Vinayak Aggarwal, Pyari Mohan Pradhan |
| 2019 | ICIP | Estimation of Multiple Atmospheric Pollutants Through Image Analysis. | Tony Zhang, Robert P. Dick |
| 2019 | IJCAI | Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction. | Yawen Zhang, Qin Lv, Duanfeng Gao, Si Shen, Robert P. Dick, Michael Hannigan, Qi Liu |
| 2018 | DATE | Improving reliability for real-time systems through dynamic recovery. | Yue Ma, Thidapat Chantem, Robert P. Dick, Xiaobo Sharon Hu |
| 2017 | DATE | An on-line framework for improving reliability of real-time systems on "big-little" type MPSoCs. | Yue Ma, Thidapat Chantem, Robert P. Dick, Shige Wang, Xiaobo Sharon Hu |
| 2015 | ASPDAC | Data sensing and analysis: Challenges for wearables. | James Williamson, Qi Liu, Fenglong Lu, Wyatt Mohrman, Kun Li, Robert P. Dick, Li Shang |
| 2015 | CASES | Embedded system and application aware design of deregulated energy delivery systems. | Xuejing He, Robert P. Dick, Russ Joseph |
| 2015 | MOBIHOC | Performance and Energy Consumption Analysis of a Delay-Tolerant Network for Censorship-Resistant Communication. | Yue Liu, David R. Bild, David Adrian, Gulshan Singh, Robert P. Dick, Dan S. Wallach, Zhuoqing Morley Mao |
| 2013 | DATE | Enhancing multicore reliability through wear compensation in online assignment and scheduling. | Thidapat Chantem, Xiang Yun, Xiaobo Sharon Hu, Robert P. Dick |
| 2013 | DCOSS | A Hybrid Sensor System for Indoor Air Quality Monitoring. | Xiang Yun, Ricardo Piedrahita, Robert P. Dick, Michael Hannigan, Qin Lv, Li Shang |
| 2012 | ISLPED | Understanding the impact of laptop power saving options on user satisfaction using physiological sensors. | Matthew Schuchhardt, Benjamin Scholbrock, Utku Pamuksuz, Gokhan Memik, Peter A. Dinda, Robert P. Dick |
| 2011 | DATE | Automated construction of fast and accurate system-level models for wireless sensor networks. | Lan S. Bai, Robert P. Dick, Pai H. Chou, Peter A. Dinda |
| 2011 | DATE | Simplified programming of faulty sensor networks via code transformation and run-time interval computation. | Lan S. Bai, Robert P. Dick, Peter A. Dinda, Pai H. Chou |
| 2011 | DATE | Integrated circuit white space redistribution for temperature optimization. | Yuankai Chen, Hai Zhou, Robert P. Dick |
| 2011 | Mobisys | Indoor localization without infrastructure using the acoustic background spectrum. | Stephen P. Tarzia, Peter A. Dinda, Robert P. Dick, Gokhan Memik |
| 2011 | Mobisys | Demo: indoor localization without infrastructure using the acoustic background spectrum. | Stephen P. Tarzia, Peter A. Dinda, Robert P. Dick, Gokhan Memik |
| 2010 | DAC | Performance and power modeling in a multi-programmed multi-core environment. | Xi Chen, Chi Xu, Robert P. Dick, Zhuoqing Morley Mao |
| 2010 | DATE | Properties of and improvements to time-domain dynamic thermal analysis algorithms. | Xi Chen, Robert P. Dick, Li Shang |
| 2010 | ICCAD | Memory access aware on-line voltage control for performance and energy optimization. | Xi Chen, Chi Xu, Robert P. Dick |
| 2010 | ICCAD | Reliability, thermal, and power modeling and optimization. | Robert P. Dick |
| 2010 | ISPASS | Cache contention and application performance prediction for multi-core systems. | Chi Xu, Xi Chen, Robert P. Dick, Zhuoqing Morley Mao |
| 2010 | Mobiquitous | Efficient Intrusion Detection for Mobile Devices Using Spatio-temporal Mobility Patterns. | Sausan Yazji, Robert P. Dick, Peter Scheuermann, Goce Trajcevski |
| 2009 | ASPDAC | Scheduled voltage scaling for increasing lifetime in the presence of NBTI. | Lide Zhang, Robert P. Dick |
| 2009 | DAC | Process variation characterization of chip-level multiprocessors. | Lide Zhang, Lan S. Bai, Robert P. Dick, Li Shang, Russ Joseph |
| 2009 | DATE | Minimization of NBTI performance degradation using internal node control. | David R. Bild, Gregory E. Bok, Robert P. Dick |
| 2009 | DATE | Latency criticality aware on-chip communication. | Zheng Li, Jie Wu, Li Shang, Robert P. Dick, Yihe Sun |
| 2009 | DATE | Energy-efficient spatially-adaptive clustering and routing in wireless sensor networks. | Hengyu Long, Yongpan Liu, Xiaoguang Fan, Robert P. Dick, Huazhong Yang |
| 2009 | ICCAD | Battery allocation for wireless sensor network lifetime maximization under cost constraints. | Hengyu Long, Yongpan Liu, Yiqun Wang, Robert P. Dick, Huazhong Yang |
| 2009 | ISLPED | Online work maximization under a peak temperature constraint. | Thidapat Chantem, Xiaobo Sharon Hu, Robert P. Dick |
| 2009 | ISPASS | User- and process-driven dynamic voltage and frequency scaling. | Bin Lin, Arindam Mallik, Peter A. Dinda, Gokhan Memik, Robert P. Dick |
| 2009 | Mobisys | iScope: personalized multi-modality image search for mobile devices. | Changyun Zhu, Kun Li, Qin Lv, Li Shang, Robert P. Dick |
| 2009 | SENSYS | Evaluating a BASIC approach to sensor network node programming. | J. Scott Miller, Peter A. Dinda, Robert P. Dick |
| 2009 | UIC | Implicit User Re-authentication for Mobile Devices. | Sausan Yazji, Xi Chen, Robert P. Dick, Peter Scheuermann |
| 2008 | ASPLOS | PICSEL: measuring user-perceived performance to control dynamic frequency scaling. | Arindam Mallik, Jack Cosgrove, Robert P. Dick, Gokhan Memik, Peter A. Dinda |
| 2008 | DATE | Adaptive Filesystem Compression for Embedded Systems. | Lan S. Bai, Haris Lekatsas, Robert P. Dick |
| 2008 | DATE | Temperature-Aware Scheduling and Assignment for Hard Real-Time Applications on MPSoCs. | Thidapat Chantem, Robert P. Dick, Xiaobo Sharon Hu |
| 2008 | DATE | Operating System Controlled Processor-Memory Bus Encryption. | Xi Chen, Robert P. Dick, Alok N. Choudhary |
| 2008 | DCC | Design and Implementation of a High-Performance Microprocessor Cache Compression Algorithm. | Xi Chen, Lei Yang, Haris Lekatsas, Robert P. Dick, Li Shang |
| 2008 | EMSOFT | State space abstraction for parameterized self-stabilizing embedded systems. | Nikolaos D. Liveris, Hai Zhou, Robert P. Dick, Prithviraj Banerjee |
| 2008 | ICCAD | ThermalScope: multi-scale thermal analysis for nanometer-scale integrated circuits. | Nicholas Allec, Zyad Hassan, Li Shang, Robert P. Dick, Ronggui Yang |
| 2008 | ICCAD | Temperature-aware test scheduling for multiprocessor systems-on-chip. | David R. Bild, Sanchit Misra, Thidapat Chantem, Prabhat Kumar, Robert P. Dick, Xiaobo Sharon Hu, Li Shang, Alok N. Choudhary |
| 2008 | ISCA | Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. | Alex Shye, Berkin zisikyilmaz, Arindam Mallik, Gokhan Memik, Peter A. Dinda, Robert P. Dick, Alok N. Choudhary |
| 2008 | MICRO | Power to the people: Leveraging human physiological traits to control microprocessor frequency. | Alex Shye, Yan Pan, Benjamin Scholbrock, J. Scott Miller, Gokhan Memik, Peter A. Dinda, Robert P. Dick |
| 2007 | DAC | Towards An Ultra-Low-Power Architecture Using Single-Electron Tunneling Transistors. | Changyun Zhu, Zhenyu (Peter) Gu, Li Shang, Robert P. Dick, Robert G. Knobel |
| 2007 | DATE | Accurate temperature-dependent integrated circuit leakage power estimation is easy. | Yongpan Liu, Robert P. Dick, Li Shang, Huazhong Yang |
| 2007 | ICCAD | 3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits. | Pingqiang Zhou, Yuchun Ma, Zhuoyuan Li, Robert P. Dick, Li Shang, Hai Zhou, Xianlong Hong, Qiang Zhou |
| 2007 | SIGMETRICS | Power reduction through measurement and modeling of users and CPUs: summary. | Bin Lin, Arindam Mallik, Peter A. Dinda, Gokhan Memik, Robert P. Dick |
| 2006 | ASPDAC | TAPHS: thermal-aware unified physical-level and high-level synthesis. | Zhenyu (Peter) Gu, Yonghong Yang, Jia Wang, Robert P. Dick, Li Shang |
| 2006 | CASES | Automated compile-time and run-time techniques to increase usable memory in MMU-less embedded systems. | Lan S. Bai, Lei Yang, Robert P. Dick |
| 2006 | DAC | High-performance operating system controlled memory compression. | Lei Yang, Haris Lekatsas, Robert P. Dick |
| 2006 | DATE | Adaptive chip-package thermal analysis for synthesis and design. | Yonghong Yang, Zhenyu (Peter) Gu, Changyun Zhu, Li Shang, Robert P. Dick |
| 2006 | ICCAD | Adaptive multi-domain thermal modeling and analysis for integrated circuit synthesis and design. | Yonghong Yang, Changyun Zhu, Zhenyu (Peter) Gu, Li Shang, Robert P. Dick |
| 2006 | VLSID | Dynamic Template Generation for Resource Sharing in Control and Data Flow Graphs. | David Zaretsky, Gaurav Mittal, Robert P. Dick, Prith Banerjee |
| 2005 | ASPDAC | FD-HGAC: a hybrid heuristic/genetic algorithm hardware/software co-synthesis framework with fault detection. | John Conner, Yuan Xie, Mahmut T. Kandemir, Robert P. Dick, Greg M. Link |
| 2005 | DAC | Incremental exploration of the combined physical and behavioral design space. | Zhenyu (Peter) Gu, Jia Wang, Robert P. Dick, Hai Zhou |
| 2004 | DAC | Energy-aware deterministic fault tolerance in distributed real-time embedded systems. | Ying Zhang, Robert P. Dick, Krishnendu Chakrabarty |
| 2000 | DAC | Power analysis of embedded operating systems. | Robert P. Dick, Ganesh Lakshminarayana, Anand Raghunathan, Niraj K. Jha |
| 2000 | VLSID | COWLS: Hardware-Software Co-Synthesis of Distributed Wireless Low-Power Embedded Client-Server Systems. | Robert P. Dick, Niraj K. Jha |
| 1999 | DATE | MOCSYN: Multiobjective Core-Based Single-Chip System Synthesis. | Robert P. Dick, Niraj K. Jha |
| 1998 | ICCAD | CORDS: hardware-software co-synthesis of reconfigurable real-time distributed embedded systems. | Robert P. Dick, Niraj K. Jha |
| 1997 | ICCAD | MOGAC: a multiobjective genetic algorithm for the co-synthesis of hardware-software embedded systems. | Robert P. Dick, Niraj K. Jha |