| 2026 | DATE | RETRO: Mitigating Power Side-Channel Attacks with Reconfigurable RFET-based Ring Oscillators. | Nima Kavand, Tushar Niranjan, Armin Darjani, Akash Kumar |
| 2026 | DATE | Focus Session: Autonomous Systems Dependability in the era of AI: Design Challenges in Safety, Security, Reliability and Certification. | Behnaz Ranjbar, Kirankumar Raveendiran, Sudeep Pasricha, Samarjit Chakraborty, Cecilia Carbonelli, Akash Kumar |
| 2026 | ICISSP | Prevention of Bitcoin Loot in Bitcoin Lightning Network. | Sujit Sangram Sahoo, Akash Kumar, Pravas Ranjan Bal, Abinash Mishra |
| 2026 | IOLTS | RESIST : Structured Regularization from Weight Similarity to Weight Diversity for Improving Error Resilience of Neural Networks. | Maryam Eslami, Salim Ullah, Akash Kumar |
| 2026 | WACV | RobustGait: Robustness Analysis for Appearance Based Gait Recognition. | Reeshoon Sayera, Akash Kumar, Sirshapan Mitra, Prudvi Kamtam, Yogesh S. Rawat |
| 2025 | AAAI | Stable Mean Teacher for Semi-supervised Video Action Detection. | Akash Kumar, Sirshapan Mitra, Yogesh Singh Rawat |
| 2025 | CASES | Special Sessions - Emerging Scope and Design Challenges for Approximate Computing: Optimizing Accuracy-PPA trade-offs and Beyond. | Siva Satyendra Sahoo, Bastien Deveautour, Marcello Traiola, Chongyan Gu, Yun Wu, Aditya Japa, Salim Ullah, Akash Kumar |
| 2025 | CASES | Design, Model, and Explore Approximate Arithmetic Operators with AI/ML: A Tutorial. | Salim Ullah, Siva Satyendra Sahoo, Akash Kumar |
| 2025 | COLT | A Gap Between the Gaussian RKHS and Neural Networks: An Infinite-Center Asymptotic Analysis. | Akash Kumar, Rahul Parhi, Mikhail Belkin |
| 2025 | CVPR | A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning. | Akash Kumar, Ashlesha Kumar, Vibhav Vineet, Yogesh S. Rawat |
| 2025 | CVPR | STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding. | Aaryan Garg, Akash Kumar, Yogesh S. Rawat |
| 2025 | FCCM | BiKA: Binarized KAN-inspired Neural Network for Efficient Hardware Accelerator Designs. | Yuhao Liu, Salim Ullah, Akash Kumar |
| 2025 | ICALP | Approximating Dasgupta Cost in Sublinear Time from a Few Random Seeds. | Michael Kapralov, Akash Kumar, Silvio Lattanzi, Aida Mousavifar, Weronika Wrzos-Kaminska |
| 2025 | ICCAD | Invited Paper: Circuit and Architecture Design with Emerging Computing Paradigms. | Salim Ullah, Siva Satyendra Sahoo, Can Li, Chao Li, Liu Liu, Tomas Sousa Pereira, Bo Wen, Xunzhao Yin, Armin Darjani, Nima Kavand, Chakravarthy Bodla, Rupa Yashaswi Panduga, Aniruddh Holemadlu, Johannes Maly, Jonathan Frste, Samarth Vadia, Xiaobo Sharon Hu, Akash Kumar |
| 2025 | ICCV | OmViD: Omni-Supervised Active Learning for Video Action Detection. | Aayush Jung Rana, Akash Kumar, Vibhav Vineet, Yogesh S. Rawat |
| 2025 | ICCV | Mixa-Q: Revisiting Activation Sparsity for Vision Transformers From a Mixed-Precision Quantization Perspective. | Weitian Wang, Shubham Rai, Cecilia De la Parra, Akash Kumar |
| 2025 | ICLR | Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding. | Akash Kumar, Zsolt Kira, Yogesh S. Rawat |
| 2025 | ICML | The Complexity of Learning Sparse Superposed Features with Feedback. | Akash Kumar |
| 2025 | ISCAS | In-Memory Computing Architecture for Tsetlin Machine Inference using MTJ-based Crossbar. | Akash Kumar, Vineeth Botsa, Omar Ghazal, Srinivas Boppu, Rishad Shafik |
| 2024 | AAAI | Semi-supervised Active Learning for Video Action Detection. | Ayush Singh, Aayush Jung Rana, Akash Kumar, Shruti Vyas, Yogesh Singh Rawat |
| 2024 | CASES | Enabling Energy-efficient AI Computing: Leveraging Application-specific Approximations : (Education Class). | Salim Ullah, Siva Satyendra Sahoo, Akash Kumar |
| 2024 | DATE | Dynamic Reconfigurable Security Cells Based on Emerging Devices Integrable in FDSOI Technology. | Niladri Bhattacharjee, Viktor Havel, Suruchi Kumari, Nima Kavand, Jorge Navarro Quijada, Akash Kumar, Thomas Mikolajick, Jens Trommer |
| 2024 | DATE | REDCAP: Reconfigurable RFET-Based Circuits Against Power Side-Channel Attacks. | Nima Kavand, Armin Darjani, Giulio Galderisi, Jens Trommer, Thomas Mikolajick, Akash Kumar |
| 2024 | DATE | Motivating the Use of Machine-Learning for Improving Timing Behaviour of Embedded Mixed-Criticality Systems. | Vikash Kumar, Behnaz Ranjbar, Akash Kumar |
| 2024 | DSD | LeQC-At: Learning Quantization Configurations During Adversarial Training for Robust Deep Neural Networks. | Siddharth Gupta, Salim Ullah, Akash Kumar |
| 2024 | FCCM | BitSys: Bitwise Systolic Array Architecture for Multi-precision Quantized Hardware Accelerators. | Yuhao Liu, Salim Ullah, Akash Kumar |
| 2024 | ICALP | A Sublinear Time Tester for Max-Cut on Clusterable Graphs. | Agastya Vibhuti Jha, Akash Kumar |
| 2023 | ALT | Robust Empirical Risk Minimization with Tolerance. | Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri |
| 2023 | ASPDAC | SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks. | Rohit Ranjan, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar |
| 2023 | DAC | Discerning Limitations of GNN-based Attacks on Logic Locking. | Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar |
| 2023 | DAC | ADAPTIVE: Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. | Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar |
| 2023 | DaMoN | KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs. | Mehdi Moghaddamfar, Christian Frber, Wolfgang Lehner, Akash Kumar |
| 2023 | DATE | Motivating Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. | Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar |
| 2023 | DATE | Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. | Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar |
| 2023 | DATE | Design Enablement Flow for Circuits with Inherent Obfuscation based on Reconfigurable Transistors. | Jens Trommer, Niladri Bhattacharjee, Thomas Mikolajick, Sebastian Huhn, Marcel Merten, Mohammed E. Djeridane, Muhammad Hassan, Rolf Drechsler, Shubham Rai, Nima Kavand, Armin Darjani, Akash Kumar, Violetta Sessi, M. Drescher, S. Kolodinski, M. Wiatr |
| 2023 | DDECS | High-Throughput Approximate Multiplication Models in PyTorch. | Elias Trommer, Bernd Waschneck, Akash Kumar |
| 2023 | FPGA | A Study of Early Aggregation in Database Query Processing on FPGAs. | Mehdi Moghaddamfar, Norman May, Christian Frber, Wolfgang Lehner, Akash Kumar |
| 2023 | ISCAS | Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications. | Raghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar, Sai Manoj Pudukotai Dinakarrao |
| 2023 | SODA | Learning Hierarchical Cluster Structure of Graphs in Sublinear Time. | Michael Kapralov, Akash Kumar, Silvio Lattanzi, Aida Mousavifar |
| 2022 | ASPDAC | A Versatile Mapping Approach for Technology Mapping and Graph Optimization. | Alessandro Tempia Calvino, Heinz Riener, Shubham Rai, Akash Kumar, Giovanni De Micheli |
| 2022 | ASPDAC | Multi-Precision Deep Neural Network Acceleration on FPGAs. | Negar Neda, Salim Ullah, Azam Ghanbari, Hoda Mahdiani, Mehdi Modarressi, Akash Kumar |
| 2022 | CVPR | End-to-End Semi-Supervised Learning for Video Action Detection. | Akash Kumar, Yogesh Singh Rawat |
| 2022 | DAC | DELTA: DEsigning a stealthy trigger mechanism for analog hardware trojans and its detection analysis. | Nishant Gupta, Mohil Sandip Desai, Mark Wijtvliet, Shubham Rai, Akash Kumar |
| 2022 | DATE | Exploring Standard-Cell Designs for Reconfigurable Nanotechnologies: A Formal Approach. | Michael Raitza, Steffen Mrcker, Shubham Rai, Akash Kumar |
| 2022 | DATE | Improving Technology Mapping for And-Inverter-Cones. | Martin Thmmler, Shubham Rai, Akash Kumar |
| 2022 | DSD | A Hybrid Scheduling Mechanism for Multi-programming in Mixed-Criticality Systems. | Mohammad Bawatna, Behnaz Ranjbar, Akash Kumar |
| 2022 | DSD | PosAx-O: Exploring Operator-level Approximations for Posit Arithmetic in Embedded AI/ML. | Amritha Immaneni, Salim Ullah, Suresh Nambi, Siva Satyendra Sahoo, Akash Kumar |
| 2022 | FCCM | FPGA-Based Database Query Processing on Arbitrarily Wide Tables. | Mehdi Moghaddamfar, Christian Frber, Norman May, Wolfgang Lehner, Akash Kumar |
| 2022 | FPL | ERMES: Efficient Racetrack Memory Emulation System based on FPGA. | Fanny Spagnolo, Salim Ullah, Pasquale Corsonello, Akash Kumar |
| 2022 | ICALP | Exact Recovery Algorithm for Planted Bipartite Graph in Semi-Random Graphs. | Akash Kumar, Anand Louis, Rameesh Paul |
| 2022 | ICCAD | Securing Hardware through Reconfigurable Nano-Structures. | Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar |
| 2022 | ICCAD | Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. | Elias Trommer, Bernd Waschneck, Akash Kumar |
| 2022 | MSWIM | Interference Aware Heuristics to Optimize Power Beacons for Battery-less WSNs. | Akash Kumar, Jagpreet Singh |
| 2022 | WACV | GabriellaV2: Towards better generalization in surveillance videos for Action Detection. | Ishan R. Dave, Zacchaeus Scheffer, Akash Kumar, Sarah Shiraz, Yogesh Singh Rawat, Mubarak Shah |
| 2022 | SODA | The complexity of testing all properties of planar graphs, and the role of isomorphism. | Sabyasachi Basu, Akash Kumar, C. Seshadhri |
| 2021 | AISTATS | The Teaching Dimension of Kernel Perceptron. | Akash Kumar, Hanqi Zhang, Adish Singla, Yuxin Chen |
| 2021 | ASPDAC | Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling. | Cecilia De la Parra, Andre Guntoro, Akash Kumar |
| 2021 | DAC | CLAppED: A Design Framework for Implementing Cross-Layer Approximation in FPGA-based Embedded Systems. | Salim Ullah, Siva Satyendra Sahoo, Akash Kumar |
| 2021 | DaMoN | Resource-Efficient Database Query Processing on FPGAs. | Mehdi Moghaddamfar, Christian Frber, Wolfgang Lehner, Norman May, Akash Kumar |
| 2021 | DATE | Knowledge Distillation and Gradient Estimation for Active Error Compensation in Approximate Neural Networks. | Cecilia De la Parra, Xuyi Wu, Andre Guntoro, Akash Kumar |
| 2021 | DATE | Nano Security: From Nano-Electronics to Secure Systems. | Ilia Polian, Frank Altmann, Tolga Arul, Christian Boit, Ralf Brederlow, Lucas Davi, Rolf Drechsler, Nan Du, Thomas Eisenbarth, Tim Gneysu, Sascha Hermann, Matthias Hiller, Rainer Leupers, Farhad Merchant, Thomas Mussenbrock, Stefan Katzenbeisser, Akash Kumar, Wolfgang Kunz, Thomas Mikolajick, Vivek Pachauri, Jean-Pierre Seifert, Frank Sill Torres, Jens Trommer |
| 2021 | DATE | Vertical IP Protection of the Next-Generation Devices: Quo Vadis? | Shubham Rai, Siddharth Garg, Christian Pilato, Vladimir Herdt, Elmira Moussavi, Dominik Sisejkovic, Ramesh Karri, Rolf Drechsler, Farhad Merchant, Akash Kumar |
| 2021 | DATE | Perspectives on Emerging Computation-in-Memory Paradigms. | Shubham Rai, Mengyun Liu, Anteneh Gebregiorgis, Debjyoti Bhattacharjee, Krishnendu Chakrabarty, Said Hamdioui, Anupam Chattopadhyay, Jens Trommer, Akash Kumar |
| 2021 | DATE | Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. | Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jnata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee |
| 2021 | DATE | Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies. | Shubham Rai, Heinz Riener, Giovanni De Micheli, Akash Kumar |
| 2021 | DATE | Improving the Timing Behaviour of Mixed-Criticality Systems Using Chebyshev's Theorem. | Behnaz Ranjbar, Ali Hoseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar |
| 2021 | DSD | NMPO: Near-Memory Computing Profiling and Offloading. | Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal |
| 2021 | FOCS | Random walks and forbidden minors III: $\text{poly}\left(d\varepsilon ^{-1}\right)$-time partition oracles for minor-free graph classes. | Akash Kumar, C. Seshadhri, Andrew Stolman |
| 2021 | ICCAD | Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies. | Andreas Krinke, Shubham Rai, Akash Kumar, Jens Lienig |
| 2021 | ICCAD | RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. | Yasasvi V. Peruvemba, Shubham Rai, Kapil Ahuja, Akash Kumar |
| 2021 | ICCAD | dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. | Elias Trommer, Bernd Waschneck, Akash Kumar |
| 2021 | ISCAS | BioCare: An Energy-Efficient CGRA for Bio-Signal Processing at the Edge. | Zahra Ebrahimi, Akash Kumar |
| 2021 | ISCAS | Exploiting Resiliency for Kernel-Wise CNN Approximation Enabled by Adaptive Hardware Design. | Cecilia De la Parra, Ahmed El-Yamany, Taha Soliman, Akash Kumar, Norbert Wehn, Andre Guntoro |
| 2020 | ASPDAC | LeAp: Leading-one Detection-based Softcore Approximate Multipliers with Tunable Accuracy. | Zahra Ebrahimi, Salim Ullah, Akash Kumar |
| 2020 | DAC | CL(R)Early: An Early-stage DSE Methodology for Cross-Layer Reliability-aware Heterogeneous Embedded Systems. | Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar |
| 2020 | DATE | ProxSim: GPU-based Simulation Framework for Cross-Layer Approximate DNN Optimization. | Cecilia De la Parra, Andre Guntoro, Akash Kumar |
| 2020 | DATE | DiSCERN: Distilling Standard-Cells for Emerging Reconfigurable Nanotechnologies. | Shubham Rai, Michael Raitza, Siva Satyendra Sahoo, Akash Kumar |
| 2020 | DATE | L2L: A Highly Accurate Log_2_Lead Quantization of Pre-trained Neural Networks. | Salim Ullah, Siddharth Gupta, Kapil Ahuja, Aruna Tiwari, Akash Kumar |
| 2020 | FIE | Introducing FPGA-based Machine Learning on the Edge to Undergraduate Students. | Rajesh C. Panicker, Akash Kumar, Deepu John |
| 2020 | FPGA | Maximizing the Serviceability of Partially Reconfigurable FPGA Systems in Multi-tenant Environment. | Tuan D. A. Nguyen, Akash Kumar |
| 2020 | ISCAS | Full Approximation of Deep Neural Networks through Efficient Optimization. | Cecilia De la Parra, Andre Guntoro, Akash Kumar |
| 2020 | WACV | Syn2Real: Forgery Classification via Unsupervised Domain Adaptation. | Akash Kumar, Arnav Bhavsar, Rajesh Verma |
| 2019 | DAC | A Hybrid Agent-based Design Methodology for Dynamic Cross-layer Reliability in Heterogeneous Embedded Systems. | Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar |
| 2019 | DSD | High-Throughput BitPacking Compression. | Nusrat Jahan Lisa, Tuan Duy Anh Nguyen, Dirk Habich, Akash Kumar, Wolfgang Lehner |
| 2019 | DSD | Online Peak Power and Maximum Temperature Management in Multi-core Mixed-Criticality Embedded Systems. | Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar |
| 2019 | DSD | Exploiting Emerging Reconfigurable Technologies for Secure Devices. | Ansh Rupani, Shubham Rai, Akash Kumar |
| 2019 | STOC | Random walks and forbidden minors II: a poly( | Akash Kumar, C. Seshadhri, Andrew Stolman |
| 2018 | ASPDAC | Lifetime-aware design methodology for dynamic partially reconfigurable systems. | Siva Satyendra Sahoo, Tuan D. A. Nguyen, Bharadwaj Veeravalli, Akash Kumar |
| 2018 | DAC | Untitled record | Salim Ullah, Sanjeev Sripadraj Murthy, Akash Kumar |
| 2018 | DAC | Area-optimized low-latency approximate multipliers for FPGA-based hardware accelerators. | Salim Ullah, Semeen Rehman, Bharath Srinivas Prabakaran, Florian Kriebel, Muhammad Abdullah Hanif, Muhammad Shafique, Akash Kumar |
| 2018 | DATA | FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan. | Nusrat Jahan Lisa, Annett Ungethm, Dirk Habich, Wolfgang Lehner, Tuan Duy Anh Nguyen, Akash Kumar |
| 2018 | DATA | Column Scan Optimization by Increasing Intra-Instruction Parallelism. | Nusrat Jahan Lisa, Annett Ungethm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar, Wolfgang Lehner |
| 2018 | DATE | DeMAS: An efficient design methodology for building approximate adders for FPGA-based systems. | Bharath Srinivas Prabakaran, Semeen Rehman, Muhammad Abdullah Hanif, Salim Ullah, Ghazal Mazaheri, Akash Kumar, Muhammad Shafique |
| 2018 | DATE | Technology mapping flow for emerging reconfigurable silicon nanowire transistors. | Shubham Rai, Michael Raitza, Akash Kumar |
| 2018 | DATE | A physical synthesis flow for early technology evaluation of silicon nanowire based reconfigurable FETs. | Shubham Rai, Ansh Rupani, Dennis Walter, Michael Raitza, Andre Heinzig, Tim Baldauf, Jens Trommer, Christian Mayr, Walter M. Weber, Akash Kumar |
| 2018 | FCCM | Reloc - An Open-Source Vivado Workflow for Generating Relocatable End-User Configuration Tiles. | Bjrn Gottschall, Thomas PreuBer, Akash Kumar |
| 2018 | FOCS | Finding Forbidden Minors in Sublinear Time: A n^1/2+o(1)-Query One-Sided Tester for Minor Closed Properties on Bounded Degree Graphs. | Akash Kumar, C. Seshadhri, Andrew Stolman |
| 2018 | FPGA | ParaDRo: A Parallel Deterministic Router Based on Spatial Partitioning and Scheduling. | Chin Hau Hoo, Akash Kumar |
| 2018 | ICCAD | Emerging reconfigurable nanotechnologies: can they support future electronics? | Shubham Rai, Srivatsa Rangachar Srinivasa, Patsy Cadareanu, Xunzhao Yin, Xiaobo Sharon Hu, Pierre-Emmanuel Gaillardon, Vijaykrishnan Narayanan, Akash Kumar |
| 2018 | ISM | IceBreaker: Solving Cold Start Problem for Video Recommendation Engines. | Yaman Kumar, Agniv Sharma, Abhigyan Khaund, Akash Kumar, Ponnurangam Kumaraguru, Rajiv Ratn Shah, Roger Zimmermann |
| 2018 | ISORC | A Self-Reconfiguring Cache Architecture to Improve Control Quality in Cyber-Physical Systems. | Mohammad Shihabul Haque, Sriram Vasudevan, Alamuri Sriram Nihar, Arvind Easwaran, Akash Kumar, Y. C. Tay |
| 2018 | VLSID | CLRFrame: An Analysis Framework for Designing Cross-Layer Reliability in Embedded Systems. | Siva Satyendra Sahoo, Bharadwaj Veeravalli, Akash Kumar |
| 2018 | VLDB | Column Scan Acceleration in Hybrid CPU-FPGA Systems. | Nusrat Jahan Lisa, Annett Ungethm, Dirk Habich, Wolfgang Lehner, Tuan D. A. Nguyen, Akash Kumar |
| 2017 | ASPLOS | Locality-Aware CTA Clustering for Modern GPUs. | Ang Li, Shuaiwen Leon Song, Weifeng Liu, Xu Liu, Akash Kumar, Henk Corporaal |
| 2017 | DATE | Soft error-aware architectural exploration for designing reliability adaptive cache hierarchies in multi-cores. | Arun Subramaniyan, Semeen Rehman, Muhammad Shafique, Akash Kumar, Jrg Henkel |
| 2017 | DATE | Accounting for systematic errors in approximate computing. | Martin Bruestel, Akash Kumar |
| 2017 | DATE | Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. | Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique |
| 2017 | DATE | Exploiting transistor-level reconfiguration to optimize combinational circuits. | Michael Raitza, Akash Kumar, Marcus Vlp, Dennis Walter, Jens Trommer, Thomas Mikolajick, Walter M. Weber |
| 2017 | FCCM | ParaDiMe: A Distributed Memory FPGA Router Based on Speculative Parallelism and Path Encoding. | Chin Hau Hoo, Akash Kumar |
| 2016 | DATE | Critical points based register-concurrency autotuning for GPUs. | Ang Li, Shuaiwen Leon Song, Akash Kumar, Eddy Z. Zhang, Daniel G. Chavarra-Miranda, Henk Corporaal |
| 2016 | DATE | Design and evaluation of reliability-oriented task re-mapping in MPSoCs using time-series analysis of intermittent faults. | Siva Satyendra Sahoo, Akash Kumar, Bharadwaj Veeravalli |
| 2016 | DATE | A flexible inexact TMR technique for SRAM-based FPGAs. | Shyamsundar Venkataraman, Rui Santos, Akash Kumar |
| 2016 | FPGA | PRFloor: An Automatic Floorplanner for Partially Reconfigurable FPGA Systems. | Tuan D. A. Nguyen, Akash Kumar |
| 2016 | FPL | ParaFRo: A hybrid parallel FPGA router using fine grained synchronization and partitioning. | Chin Hau Hoo, Yajun Ha, Akash Kumar |
| 2016 | FPL | XNoC: A non-intrusive TDM circuit-switched Network-on-Chip. | Tuan D. A. Nguyen, Akash Kumar |
| 2016 | ICCAD | Architectural-space exploration of approximate multipliers. | Semeen Rehman, Walaa El-Harouni, Muhammad Shafique, Akash Kumar, Jrg Henkel |
| 2016 | ICS | SFU-Driven Transparent Approximation Acceleration on GPUs. | Ang Li, Shuaiwen Leon Song, Mark Wijtvliet, Akash Kumar, Henk Corporaal |
| 2016 | SCOPES | Machine Learning Approach to Generate Pareto Front for List-scheduling Algorithms. | Pham Nam Khanh, Akash Kumar, Khin Mi Mi Aung |
| 2015 | ASPDAC | Accelerating non-volatile/hybrid processor cache design space exploration for application specific embedded systems. | Mohammad Shihabul Haque, Ang Li, Akash Kumar, Qingsong Wei |
| 2015 | DAC | Dynamically adaptive scrubbing mechanism for improved reliability in reconfigurable embedded systems. | Rui Santos, Shyamsundar Venkataraman, Akash Kumar |
| 2015 | DATE | Workload uncertainty characterization and adaptive frequency scaling for energy minimization of embedded systems. | Anup Das, Akash Kumar, Bharadwaj Veeravalli, Rishad Ahmed Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi |
| 2015 | DATE | (AS) | Shakith Fernando, Mark Wijtvliet, Cedric Nugteren, Akash Kumar, Henk Corporaal |
| 2015 | DATE | Exploiting loop-array dependencies to accelerate the design space exploration with high level synthesis. | Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung |
| 2015 | DATE | Dynamic reconfigurable puncturing for secure wireless communication. | Liang Tang, Jude Angelo Ambrose, Akash Kumar, Sri Parameswaran |
| 2015 | DATE | Designing inexact systems efficiently using elimination heuristics. | Shyamsundar Venkataraman, Akash Kumar, Jeremy Schlachter, Christian C. Enz |
| 2015 | FPL | ParaLaR: A parallel FPGA router based on Lagrangian relaxation. | Chin Hau Hoo, Akash Kumar, Yajun Ha |
| 2015 | FPL | An automated technique to generate relocatable partial bitstreams for Xilinx FPGAs. | Roel Oomen, Tuan D. A. Nguyen, Akash Kumar, Henk Corporaal |
| 2015 | HPDC | Transit: A Visual Analytical Model for Multithreaded Machines. | Ang Li, Y. C. Tay, Akash Kumar, Henk Corporaal |
| 2015 | ICS | Fine-Grained Synchronizations and Dataflow Programming on GPUs. | Ang Li, Gert-Jan van den Braak, Henk Corporaal, Akash Kumar |
| 2015 | SC | Adaptive and transparent cache bypassing for GPUs. | Ang Li, Gert-Jan van den Braak, Akash Kumar, Henk Corporaal |
| 2015 | RSP | Generic scrubbing-based architecture for custom error correction algorithms. | Rui Santos, Shyamsundar Venkataraman, Akash Kumar |
| 2014 | DAC | Reinforcement Learning-Based Inter- and Intra-Application Thermal Optimization for Lifetime Improvement of Multicore Systems. | Anup Das, Rishad A. Shafik, Geoff V. Merrett, Bashir M. Al-Hashimi, Akash Kumar, Bharadwaj Veeravalli |
| 2014 | DATE | Temperature aware energy-reliability trade-offs for mapping of throughput-constrained applications on multimedia MPSoCs. | Anup Das, Akash Kumar, Bharadwaj Veeravalli |
| 2014 | DATE | Combined DVFS and mapping exploration for lifetime and soft-error susceptibility improvement in MPSoCs. | Anup Das, Akash Kumar, Bharadwaj Veeravalli, Cristiana Bolchini, Antonio Miele |
| 2014 | DSD | Accelerating Volume Image Registration through Correlation Ratio Based Methods on GPUs. | Ang Li, Akash Kumar |
| 2014 | FCCM | Design Space Exploration to Accelerate Nelder-Mead Algorithm Using FPGA. | Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung |
| 2014 | FPL | PR-HMPSoC: A versatile partially reconfigurable heterogeneous Multiprocessor System-on-Chip for dynamic FPGA-based embedded systems. | Tuan D. A. Nguyen, Akash Kumar |
| 2014 | FPL | Criticality-aware scrubbing mechanism for SRAM-based FPGAs. | Rui Santos, Shyamsundar Venkataraman, Anup Das, Akash Kumar |
| 2014 | FPL | A bit-interleaved embedded hamming scheme to correct single-bit and multi-bit upsets for SRAM-based FPGAs. | Shyamsundar Venkataraman, Rui Santos, Anup Das, Akash Kumar |
| 2014 | FPL | Multi-directional error correction schemes for SRAM-based FPGAs. | Shyamsundar Venkataraman, Rui Santos, Sidharth Maheshwari, Akash Kumar |
| 2014 | FPL | Leakage and performance aware resource management for 2D dynamically reconfigurable FPGA architectures. | Siqi Wang, Pham Nam Khanh, Amit Kumar Singh, Akash Kumar |
| 2014 | ICARCV | Design and robust scheduling of nano-satellite swarm for synthetic aperture radar applications. | Chee Khiang Pang, Akash Kumar, Cher-Hiang Goh, Cao Vinh Le |
| 2014 | PRDC | Lightweight Bare-Metal Stateful Firewall. | Yihuan Xing, Ford-Long Wong, Akash Kumar |
| 2014 | RSP | A multi-stage thermal management strategy for 3D multicores. | Dipika Suresh, Amit Kumar Singh, Akash Kumar |
| 2013 | ASPDAC | TRISHUL: A single-pass optimal two-level inclusive data cache hierarchy selection process for real-time MPSoCs. | Mohammad Shihabul Haque, Akash Kumar, Yajun Ha, Qiang Wu, Shaobo Luo |
| 2013 | CASES | Aging-aware hardware-software task partitioning for reliable reconfigurable multiprocessor systems. | Anup Das, Akash Kumar, Bharadwaj Veeravalli |
| 2013 | DAC | Energy optimization by exploiting execution slacks in streaming applications on multiprocessor systems. | Amit Kumar Singh, Anup Das, Akash Kumar |
| 2013 | DAC | Mapping on multi/many-core systems: survey of current and emerging trends. | Amit Kumar Singh, Muhammad Shafique, Akash Kumar, Jrg Henkel |
| 2013 | DATE | Reliability-driven task mapping for lifetime extension of networks-on-chip based multiprocessor systems. | Anup Das, Akash Kumar, Bharadwaj Veeravalli |
| 2013 | DATE | Communication and migration energy aware design space exploration for multicore systems with intermittent faults. | Anup Das, Akash Kumar, Bharadwaj Veeravalli |
| 2013 | DSD | Incorporating Energy and Throughput Awareness in Design Space Exploration and Run-Time Mapping for Heterogeneous MPSoCs. | Pham Nam Khanh, Amit Kumar Singh, Akash Kumar, Khin Mi Mi Aung |
| 2013 | DSD | RAPIDITAS: RAPId Design-Space-Exploration Incorporating Trace-Based Analysis and Simulation. | Amit Kumar Singh, Anup Das, Akash Kumar |
| 2013 | FCCM | High Speed Video Processing Using Fine-Grained Processing on FPGA Platform. | Zhi Ping Ang, Akash Kumar, Yajun Ha |
| 2013 | FPL | Improving autonomous soft-error tolerance of FPGA through LUT configuration bit manipulation. | Anup Das, Shyamsundar Venkataraman, Akash Kumar |
| 2013 | FPL | MAMPSX: A demonstration of rapid, predictable HMPSOC synthesis. | Shakith Fernando, Mark Wijtvliet, Firew Siyoum, Yifan He, Sander Stuijk, Akash Kumar, Henk Corporaal |
| 2013 | FPL | A directional coarse-grained power gated FPGA switch box and power gating aware routing algorithm. | Chin Hau Hoo, Yajun Ha, Akash Kumar |
| 2013 | RSP | MAMPSx: A design framework for rapid synthesis of predictable heterogeneous MPSoCs. | Shakith Fernando, Firew Siyoum, Yifan He, Akash Kumar, Henk Corporaal |
| 2012 | DSD | Minimizing Power Consumption of Spatial Division Based Networks-on-Chip Using Multi-path and Frequency Reduction. | Sheng Hao Wang, Anup Das, Akash Kumar, Henk Corporaal |
| 2012 | FPL | Acceleration of distance-to-default with hardware-software co-design. | Izaan Allugundu, Pranay Puranik, Yat Piu Lo, Akash Kumar |
| 2012 | FPL | An area-efficient partially reconfigurable crossbar switch with low reconfiguration delay. | Chin Hau Hoo, Akash Kumar |
| 2012 | FPL | Development of an FPGA-based real-time P300 speller. | Kanav Khurana, Pooja Gupta, Rajesh Chandrasekhara Panicker, Akash Kumar |
| 2012 | ICPADS | Energy-Aware Communication and Remapping of Tasks for Reliable Multimedia Multiprocessor Systems. | Anup Das, Akash Kumar, Bharadwaj Veeravalli |
| 2012 | RSP | Fault-aware task re-mapping for throughput constrained multimedia applications on NoC-based MPSoCs. | Anup Das, Akash Kumar |
| 2012 | RSP | A design flow for partially reconfigurable heterogeneous multi-processor platforms. | Jiashu Li, Anup Das, Akash Kumar |
| 2011 | CASES | A hybrid strategy for mapping multiple throughput-constrained applications on MPSoCs. | Amit Kumar Singh, Akash Kumar, Thambipillai Srikanthan |
| 2011 | DATE | An Automated Flow to Map Throughput Constrained Applications to a MPSoC. | Roel Jordans, Firew Siyoum, Sander Stuijk, Akash Kumar, Henk Corporaal |
| 2008 | DATE | Vectorization of Reed Solomon Decoding and Mapping on the EVP. | Akash Kumar, Kees van Berkel |
| 2007 | DAC | A Probabilistic Approach to Model Resource Contention for Performance Estimation of Multi-featured Media Devices. | Akash Kumar, Bart Mesman, Henk Corporaal, Bart D. Theelen, Yajun Ha |
| 2007 | DATE | Interactive presentation: An FPGA design flow for reconfigurable network-based multi-processor systems on chip. | Akash Kumar, Andreas Hansson, Jos Huisken, Henk Corporaal |
| 2007 | FPL | Multi-processor System-level Synthesis for Multiple Applications on Platform FPGA. | Akash Kumar, Shakith Fernando, Yajun Ha, Bart Mesman, Henk Corporaal |
| 2006 | DSD | Global Analysis of Resource Arbitration for MPSoC. | Akash Kumar, Bart Mesman, Henk Corporaal, Jef L. van Meerbergen, Yajun Ha |