Intel Labs Publications
Discover some of the published research papers authored by Intel Labs research scientists in 2023.
Artificial Intelligence
| Title | Publication | Primary Author | Secondary Author(s) |
|---|---|---|---|
| On the Notion of Safe Sliding Mode Control | IEEE Transactions on Automatic Control | Christopher Cruz Ancona | |
| Deepfake Source Detection in a Heart Beat | International Journal of Computer Graphics | Ilke Demir | |
| Humans and language models diverge when predicting repeating text | Conference on Computational Natural Language Learning (CoNLL) | Javier Turek | |
| TWINS: Improved spatial and angular phase calibration for holography | Applied Optics | Ronald Azuma | Alexey Supikov, Michael Mefenza Nentedem |
| InstaTune: Instantaneous Neural Architecture Search During Fine-Tuning | International Conference on Computer Vision (ICCV) | Sharath Nittur Sridhar | Souvik Kundu, Sairam Sundarsan, Maciej Szankin, Anthony Sarah |
| SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation | International Conference on Computer Vision (ICCV) | Souvik Kundu | |
| On inherent limitations in robustness and performance for a class of prescribed-time algorithms | Automatica | David Gomez Gutierrez | |
| Thermal Image Processing for Respiratory Estimation from Cubical Data with Expandable Depth | MDPI Journal of Imaging | Maciej Szankin | |
| Augmenting Recurrent Graph Neural Networks with a Cache | International Conference on Knowledge Discovery & Data Mining (KDD) | Guixiang Ma | Vy Vo, Nesreen Ahmed, Ted Willke |
| Similarity search in the blink of an eye with compressed indices | International Conference on Very Large Databases (VLDB) | Cecilia Aguerrebere | Mariano Tepper, Ishwar Bhati, Mark Hildebrand, Ted Willke |
| Assessing Spoken Language Understanding Pipeline of a Multimodal Dialogue System for Kids Learning Math at Home | International Conference on Machine Learning (ICML) |
Eda Okur Kavil |
Saurav Sahay, Lama Nachman |
| An Explainable AI User Interface for Facilitating Collaboration between Domain Experts and AI Researchers | The World Conference on eXplainable Artificial Intelligence (xAI) | Meng Shi | Celal Savur, Elizabeth Watkins, Ramesh Manuvinakurike, Gesem Gudino Mejia, Richard Beckwith, Beppe Raffa |
| Implementing prescribed-time convergent control: sampling and robustness | International Federation of Automatic Control World Congress (IFAC WC) | David Gomez Gutierrez | |
| Aligning Word Embeddings from BERT to Vocabulary-Free Representations | Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE) | Javier Turek | |
| Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home | Conference of the Association for Computational Linguistics (ACL) | Eda Okur Kavil | Roddy Fuentes Alba, Saurav Sahay, Lama Nachman |
| Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue | Conference of the Association for Computational Linguistics (ACL) | Shachi Hullumane Kumar | Sahisnu Mazumder, Saurav Sahay, Ramesh Manuvinakurike, Eda Okur Kavil, Lama Nachman |
| NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations | International Conference on Machine Learning (ICML) | Souvik Kundu | |
| Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference | Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) | Souvik Kundu | |
| Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application | ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) | Elizabeth Watkins | |
| Taking Algorithms to Courts: A Relational Approach to Algorithmic Accountability | ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) | Elizabeth Watkins | Emanuel Moss |
| Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation | Conference on Machine Learning and Systems (MLSys) | Nesreen Ahmed | |
| Quantpipe: Applying Adaptive Post-Training Quantization For Distributed Transformer Pipelines In Dynamic Edge Environments | IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | Souvik Kundu | |
| Trust is not Enough: Accuracy, Error, Randomness, and Accountability in an Algorithmic Society | Communications of the ACM | Emanuel Moss | |
| Self Label Correction for Image Classification with Noisy Labels | Springer Pattern Analysis and Applications | Yali Bian | |
| AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation | AI Magazine (AAAI Mag) | Sahisnu Mazumder | |
| Survey on Physiological Computing in Human-Robot Collaboration | MDPI Machines Journal | Celal Savur |
|
| MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning | International Conference on Learning Representations (ICLR) | Nesreen Ahmed | |
| Neural Compositional Rule Learning for Knowledge Graph Reasoning | International Conference on Learning Representations (ICLR) | Nesreen Ahmed | |
| Sparse Mixture Once-for-all Adversarial Training for Efficient In-Situ Trade-Off Between Accuracy and Robustness of DNNs | IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | Souvik Kundu | Sairam Sundaresan, Sharath Nittur Sridhar |
| Model-Based Adversarial Imitation Learning As Online Fine-Tuning | International Conference on Learning Representations (ICLR) | Mariano Phielipp | John Martin |
| MOTO: Offline to Online Fine-tuning for Model-Based Reinforcement Learning | International Conference on Learning Representations (ICLR) | Mariano Phielipp | John Martin |
| Multi-Objective GFlowNets | International Conference on Machine Learning (ICML) | Santiago Miret | |
| "Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction | Conference on Human Factors in Computing Systems (CHI) | Elizabeth Watkins | |
| Human-Centered Explainable AI (HCXAI): Coming of Age | Conference on Human Factors in Computing Systems (CHI) | Elizabeth Watkins | |
| An arbitrary-order exact differentiator with predefined convergence time bound for signals with exponential growth bound | Automatica | David Gomez Gutierrez | |
| Robot-based Uniform-coverage and High-resolution LIDAR Mapping for Physically-grounded Metaverse Applications | IEEE Internet of Things Journal (IOTJ) | David Gonzalez Aguirre | Javier Perez-Ramirez, Javier Felix Rendon, Javier Felip Leon, Julio Zamora Esquivel, Lama Nachman, Jocelyn Bourgault |
| Causal Lifting and Link Prediction | Journal of Royal Society - Proceedings A: Mathematical, Physical, and Engineering Sciences | Nesreen Ahmed | |
| ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts | International Conference on Machine Learning (ICML) | Santiago Miret | |
| Computational language modeling and the promise of in silico experimentation | Neurobiology of Language | Vy Vo | |
| Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference | International Conference on Learning Representations (ICLR) | Souvik Kundu | |
| My Face My Choice: Privacy Enhancing Deepfakes for Social Media Anonymization | Winter Conference on Applications of Computer Vision (WACV) | Ilke Demir | |
| Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs | Winter Conference on Applications of Computer Vision (WACV) | Subarna Tripathi | Marcel Nassar, Hesham Mostafa, Somdeb Majumdar |
| FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-off between Accuracy and Robustness | Winter Conference on Applications of Computer Vision (WACV) | Souvik Kundu | Sairam Sundaresan |
| Self-Attentive Pooling for Efficient Deep Learning | Winter Conference on Applications of Computer Vision (WACV) | Souvik Kundu | |
| Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model | IEEE Transactions on Neural Networks and Learning Systems | Guixiang Ma | |
| Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples | Neural Information Processing Systems (NeurIPS) | Phillip Howard | Avinash Madasu, Tiep Le, Gustavo Lujan, Vasudev Lal |
| Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks | Neural Information Processing Systems (NeurIPS) | Avinash Madasu | Anahita Bhiwandiwalla, Vasudev Lal |
| COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs | Neural Information Processing Systems (NeurIPS) | Phillip Howard | Vasudev Lal, Tiep Le |
| CorresNeRF: Image Correspondence Priors for Neural Radiance Fields | Neural Information Processing Systems (NeurIPS) | Zhipeng Cai | |
| E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning | Neural Information Processing Systems (NeurIPS) | Zhipeng Cai | Matthias Müller |
| Causal Interpretation of Self-Attention in Pre-Trained Transformers | Neural Information Processing Systems (NeurIPS) | Raanan Yonatan Yehezkel Rohekar | Yaniv Gurwicz |
| ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning | Neural Information Processing Systems (NeurIPS) | Yaniv Gurwicz | |
| LDM3D-VR: Latent Diffusion Model for 3D VR | Neural Information Processing Systems (NeurIPS) | Gabriela Ben Melech Stan | Diana Wofk, Estelle Aflalo, Shaoyen Tseng, Zhipeng Cai, Michael Paulitsch, Vasudev Lal |
| Optimizing Retrieval-augmented Reader Models via Token Elimination | Conference on Empirical Methods in Natural Language Processing (EMNLP) | Moshe Berchansky | Wasser Wasserblat, Peter Izsak |
| Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image | International Conference on Computer Vision (ICCV) | Zhipeng Cai | |
| Neural dynamic foundations of a theory of higher cognition: The case of grounding nested phrases | Cognitive Neurodynamics | Mathis Richter | |
| CLNeRF: Continual Learning Meets NeRF | International Conference on Computer Vision (ICCV) | Zhipeng Cai | Matthias Müller |
| Hierarchical generative modelling for autonomous robots | Nature Machine Intelligence | Kai Yuan | |
| MuMUR: Multilingual Multimodal Universal Retrieval | Information Retrieval Journal | Avinash Madasu | Estelle Aflalo, Gabriela Ben Melech Stan, Shachar Rosenman, Shaoyen Tseng, Vasudev Lal |
| GSDDet: Ground Sample Distance Guided Object Detection for Remote Sensing Images | IEEE Transactions on Geoscience and Remote Sensing (TGRS) | Zhipeng Cai | |
| Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings | Meeting of the Association for Computational Linguistics (ACL) | Jonathan Mamou | |
| ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning | Meeting of the Association for Computational Linguistics (ACL) | Shaoyen Tseng | Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal |
| From temporal to contemporaneous iterative causal discovery in the presence of latent confounders | International Conference on Machine Learning (ICML) | Raanan Yonatan Yehezkel Rohekar | Yaniv Gurwicz, Shami Nisimov, Guy Koren, Gal Novik |
| LDM3D: Latent Diffusion Model for 3D | Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) | Shaoyen Tseng | Gabriela Ben Melech Stan, Diana Wofk, Jean Yu, Estelle Aflalo, Fabio Nonato de Paula, Matthias Müller, Vasudev Lal |
| Training Efficient Controllers via Analytic Policy Gradient | IEEE International Conference on Robotics and Automation (ICRA) | Matthias Müller | |
| Zero-Shot Transfer of Haptics-based Object Insertion Policies | IEEE International Conference on Robotics and Automation (ICRA) | Samarth Manoj Brahmbhatt | Ankur Deka, Matthias Müller |
| Is Multimodal Vision Supervision Beneficial to Language? | Computer Society Conference on Computer Vision and Pattern Recognition (CVPRW) | Avinash Madasu | Vasudev Lal |
| Speech2Spikes: Efficient Audio Encoding Pipeline for Real-time Neuromorphic Systems | Neuro-Inspired Computing Elements Conference (NICE) | Timothy Shea | |
| Improving video retrieval using multilingual knowledge transfer | European Conference on Information Retrieval (ECIR) | Estelle Aflalo | Gabriela Ben Melech Stan, Shaoyen Tseng, Vasudev Lal |
| Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture | Evaluation and Design of Generalist Systems (EDGeS) | Jascha Achterberg | |
| Generative Image Model Benchmark for Reasoning and Representation (GIMBRR) | Evaluation and Design of Generalist Systems (EDGeS) | Jascha Achterberg | Adel Chaibi |
| Online Continual Learning Without the Storage Constraint | International Conference on Machine Learning (ICML) | Ameya Pandurang Prabhu | Zhipeng Cai |
| Mem-Rec: Memory Efficient Recommendation System using Alternative Representation | Asian Conference on Machine Learning | Gopi Krishna Jha | Nilesh Jain, Sameh Gobriel, Ravi Iyer |
| Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN models | Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) | Nilesh Ahuja | Parual Datta, Bhavya Kanzariya, Zulu Somayazulu, Omesh Tickoo |
| AUTOSPARSE: TOWARDS AUTOMATED SPARSE TRAINING OF DEEP NEURAL NETWORKS | International Conference on Learning Representations (ICLR) | Abhisek Kundu | Naveen Mellempudi, Dharma teja Vooturi, Bharat Kaul, Pradeep Dubey |
| Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution | International Conference on Computer Vision (ICCVW) | Rafael Rosales | J. Pablo Munoz, Michael Paulitsch |
| RSS Demonstrator: a Tool for User Experience Interactions with Automated Driving Safety Models | Automotive User Interfaces and Interactive Vehicular Applications (AutoUI) | Ignacio Alvarez | Bernd Gassmann, Frederik Pasch, Fabian Oboril |
Compute
| Title | Publication | Primary Author | Secondary Author(s) |
|---|---|---|---|
| Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor | International Conference on Neuromorphic Systems (ICONS) | Sumedh Risbud | |
| Neuromorphic Bayesian Optimization in Lava | International Conference on Neuromorphic Systems (ICONS) | Sumedh Risbud | |
| The Intel Neuromorphic DNS Challenge | Neuromorphic Computing and Engineering | Mike Davies | Jonathan Timcheck, Sumit Bam Shrestha, Daniel BD Rubin, Adam Kupryjanow, LUKASZ PINDOR, Garrick Michael Orchard, Timothy Shea |
| A Comprehensive Introduction to the Intel Quantum SDK | International Symposium on High-Performance Parallel and Distributed Computing (HPDC) | Xin-Chuan Wu | Shavi Premaratne, Kevin Rasch |
| Demystifying CXL Memory with Genuine CXL-Ready Systems and Devices | International Symposium on Microarchitecture (MICRO) | Yifan Yuan | Ren Wang, Reese Kuper |
| Gradient-Based Feature-Attribution Methods for Spiking Neural Networks | Frontiers in Neuroscience | Rafael Rosales | Michael Paulitsch |
Intelligent Edge
| Title | Publication | Primary Author | Secondary Author(s) |
|---|---|---|---|
| A hierarchical AI-based control plane solution for multi-technology deterministic networks | 6G Programmable Deterministic Networking with AI (6G-PDN) | Roya Doostnejad | Valerio Frascolla, Rafael Rosales |
| Linear Packet Network Coding to Enhance Reliability and Resiliency of Next Generation Wireless Networks with Topological Redundancies | IEEE Internet of Things Magazine (IEEE IoTM) | Hosein Nikopour | Wei Mao, Shilpa Talwar |
| Communication-Control Co-design for Robotic Manipulation in 5G Industrial IoT | IEEE International Conference on Industrial Informatics (INDIN) | Arvind Merwaday | Rath Vannithamby, Mark Eisen, Susruth Sudhakaran, Dave Cavalcanti, Valerio Frascolla |
| STYX: Exploiting SmartNIC Capability to Reduce Datacenter Memory Tax | USENIX Annual Technical Conference (USENIX ATC) | Yifan Yuan | |
| In-network Allreduce with Multiple Spanning Trees on PolarFly |
ACM Symposium on Parallelism in Algorithms and Architectures (SPAA) | Kartik Lakhotia | Fabrizio Petrini |
| The power of data: how traffic demand and data analytics are driving network evolution toward 6G systems | MDPI Journal of Sensor and Actuator Networks (JSAN) | Dario Sabella | |
| Dynamic Tensor Linearization and Time Slicing for Efficient Factorization of Infinite Data Streams | IEEE International Parallel & Distributed Processing Symposium (IPDPS) | Ahmed Helal | Fabio Checconi, Jesmin Jahan Tithi, Fabrizio Petrini |
| Graph Neural Networks to Enable Scalable MAC for Massive MIMO Wireless Infrastructure |
International Conference on Artificial Intelligence in Information and Communication (ICAIIC) |
Oner Orhan | Vasuki Narasimha Swamy, Mehnaz Rahman, Hosein Nikopour, Shilpa Talwar |
| Transmission-Cost Minimization for Packet-level Coding on Multi-path Wireless Networks | International Conference on Computing, Networking and Communications (ICNC) | Wei Mao | Hosein Nikopour, Shu-ping Yeh, Shilpa Talwar, Jing Zhu |
| Wi-Fi TSN: Enabling Deterministic Wireless Connectivity over 802.11 | IEEE Communications Standards Magazine | Dave Cavalcanti | Carlos Cordeiro |
| Joint Resource Scheduling for AMR Navigation over Wireless Edge Networks | IEEE Open Journal of Vehicular Technology | Mark Eisen | Susruth Sudhakaran, Shagaya Mageshkumar Vincent, Amit Baxi, Dave Cavalcanti |
Programming and Design
| Title | Publication | Primary Author | Secondary Author(s) |
|---|---|---|---|
| RISA: Round-Robin Intra-Rack Friendly Scheduling Algorithm for Disaggregated Datacenters | International Workshop on RESource DISaggregation in High-Performance Computing | Ryan Kim | |
| A Fully-Digital Variation-Tolerant PCB-level Probing-Attack Detector in 28nm CMOS | IEEE Custom Integrated Circuits Conference (CICC) | Vivek De | Sanu Mathew |
| Towards A Formally Verified Fully Homomorphic Encryption Compute Engine | Design Automation Conference (DAC) | Jeremy Casas | Zhenkun Yang, Jin Yang, Wen Wang |
| An Energy-Efficient Bayesian Neural Network Accelerator With CiM and a Time-Interleaved Hadamard Digital GRNG Using 22-nm FinFET | IEEE Journal of Solid-State Circuits (JSSC) | Richard Dorrance | Deepak Dasalukunte, Hechen Wang, Renzhi Liu, Brent Carlton |
| 218Kauth/s, 3nJ/auth SCA/ML-Resistant Privacy-Preserving Mutual Authentication Accelerator with a Crypto-Double-Coupled PUF in 4nm class CMOS | IEEE Symposium on VLSI Technology and Circuits (VLSI) | Sachin Taneja | Raghavan Kumar, Vivek De, Sanu Mathew |
| High-Linearity 76-81 GHz Radar Receiver with an Intermodulation Distortion Cancellation and High-Power Limiter | IEEE Symposium on Radio Frequency Integrated Circuits (RFIC) | Stefano Pellerano | |
| On the Benefits of Leveraging Structural Information in Planning Over the Learned Model | IEEE Conference on Decision and Control | Raid Ayoub | Pietro Mercati |
| Hardware-Software Co-design for Side-Channel Protected Neural Network Inference | IEEE International Symposium on Hardware Oriented Security and Trust (HOST) | Raghavan Kumar | Avinash Varna, Ro Cammarota |
| Is the Future Cold or Tall? Design Space Exploration of Cryogenic and 3D Embedded Cache Memory | International Symposium on Performance Analysis of Systems and Software (ISPASS) | Alexander Hankin | |
| MQL: ML assisted Queuing Latency Analysis for Datacenter Networks | IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) | Emily Shriver | Mahesh Ketkar |
| A Digital LDO in 22-nm CMOS With a 4-b Self-Triggered Binary Search Windowed Flash ADC Featuring Analog Layout Generator Framework | IEEE Solid-State Circuits Letters (SSC-L) | Soner Yaldiz | Xiaosen Liu, Krishnan Ravichandran, Jim Tschanz, Steve Burns, Parijat Mukherjee, Harish Krishnamurthy, Vivek De, Zakir Ahmed, Nachiket Desai |
| CPU Microarchitectural Performance Characterization of SVT-AV1 | IEEE International Conference on Image Processing (ICIP) | Prerna Budhkar | Navneet Rao, Jainaveen Sundaram Priya, Tanay Karnik |
| Ditto: End-to-End Application Cloning for Networked Cloud | International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | Mahesh Ketkar | |
| Uncertainty-aware Online Learning for Dynamic Power Management in Large Manycore systems | International Symposium on Low Power Electronics and Design (ISLPED) | Raid Ayoub | Mike Kishinevsky |
| A 128Gb/s 1.94pJ/b D-Band Receiver with Integrated PLL and ADC in 22nm FinFET | IEEE International Solid-State Circuits Conference (ISSCC) | Abhishek Agrawal | Amy Whitcombe, Ritesh Bhat, Somnath Kundu, Hariprasad Chandrakumar, Peter Sagazio, Brent Carlton, Steven Callender, Stefano Pellerano |
| 14.4 A Monolithic 26A/mm2 Imax, 88.5% Peak-Efficiency Continuously Scalable Conversion-Ratio Switched-Capacitor DC-DC Converter | IEEE International Solid-State Circuits Conference (ISSCC) | Nicolas Butzen | Harish Krishnamurthy, Zakir Ahmed, Sheldon Weng, Krishnan Ravichandran, Michael Zelikson, Jim Tschanz, Jonathan Douglas |
| A 1.8W High-Frequency SIMO Converter Featuring Digital Sensor-less Computational Zero-Current Operation and Non-Linear Duty-Boost | IEEE International Solid-State Circuits Conference (ISSCC) | Suhwan Kim | Harish Krishnamurthy, Sergey Sofer, Sheldon Weng, Shahar Wolf, Ashoke Ravi, Krishnan Ravichandran, Ofir Degani, Jim Tschanz, Vivek De |
| A 7-Gbps SCA-Resistant Multiplicative-Masked AES Engine in Intel 4 CMOS | IEEE Journal of Solid-State Circuits (JSSC) | Raghavan Kumar | |
| Reusing GEMM Hardware for Efficient Execution of Depthwise Separable Convolution on ASIC-based DNN Accelerators | Asia and South Pacific Design Automation Conference (ASP-DAC) | Steve Burns | Des Kirkpatrick, Suvadeep Banerjee, Abhijit Davare, Anton Alexandrovich Sorokin |
| A Charge Domain SRAM Compute-in-Memory Macro With C-2C Ladder-Based 8-Bit MAC Unit in 22-nm FinFET Process for Edge Inference | IEEE Journal of Solid-State Circuits (JSSC) | Hechen Wang | Renzhi Liu, Richard Dorrance, Deepak Dasalukunte, Dan Lake, Brent Carlton |
| A 2-Gb/s UWB Transceiver for Short-Range Reconfigurable FDD Wireless Networks | IEEE Journal of Solid-State Circuits (JSSC) | Renzhi Liu | Richard Dorrance, Tim Cox, Rinkle Jain, Tolga Acikalin, Zhen Zhou, Tae-Young Yang, Johanny Escobar Pelaez, Shuhei Yamada, Ken Foust, Brent Carlton |
| A VTC/TDC-Assisted 4x Interleaved 3.8 GS/s 7b 6.0 mW SAR ADC with 13 GHz ERBW | IEEE Journal of Solid-State Circuits (JSSC) | Amy Whitcombe | Chun Lee, Asma Kuriparambil Thekkumpate, Somnath Kundu, Jaykant Timbadiya, Abhishek Agrawal, Brent Carlton, Peter Sagazio, Stefano Pellerano, Chris Hull |
| The Gluten Open-Source Software Project: Modernizing Java-based Query Engines for the Lakehouse Era | VLDB International Workshop on Composable Data Management Systems (CDMS) | Nesime Tatbul | Akash Shankaran, George Gu, William Chen, Binwei Yang, Chidamber Kulkarni, Dave Cohen |
| AutoSteer: Learned Query Optimization for Any SQL Database | International Conference on Very Large Databases (VLDB) | Nesime Tatbul | Dave Cohen |
| Ensō: A Streaming Interface for NIC-Application Communication | USENIX Symposium on Operating Systems Design and Implementation (OSDI) | Ren Wang | Hugo Freitas Siqueira S M Barreto |
| Extract-Transform-Load for Video Streams | International Conference on Very Large Databases (VLDB) | Nesime Tatbul | |
| VEGETA: Vertically-Integrated Extensions for Sparse/Dense GEMM Tile Acceleration on CPUs | IEEE International Symposium on High Performance Computer Architecture (HPCA) | Chris Hughes | Sree Subramoney |
| RAMBDA: RDMA-driven Acceleration Framework for Memory-intensive us-scale Datacenter Applications | IEEE International Symposium on High Performance Computer Architecture (HPCA) | Ren Wang | Yipeng Wang, Charlie Tai |
| Exploring Performance of Cache-Aware Tiling Strategies in MLIR Infrastructure | Workshop on Languages, Tools, and Techniques for Accelerator Design (LATTE) | Hongbo Rong | |
| Modelling linear algebra kernels as polyhedral volume operations | International Workshop on Polyhedral Compilation Techniques (IMPACT) | Lorenzo Chelini | |
| Robust Query Driven Cardinality Estimation under Changing Workloads | International Conference on Very Large Databases (VLDB) | Nesime Tatbul | |
| Lasa: Abstraction and Specialization for Productive and Performant Linear Algebra on FPGAs | IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM) | Hongbo Rong | Eric Petit |
Security and Privacy
| Title | Publication | Primary Author | Secondary Author(s) |
|---|---|---|---|
| Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE | Neural Information Processing Systems (NeurIPS) | Marius Arvinte | Cory Cornelius, Nageen Himayat |
| Robust Principles: Architectural Design Principles for Adversarially Robust CNNs | British Machine Vision Conference (BMVC) | Cory Cornelius | Weilin Xu |
| Refined Security Estimation for LWE with Hints via a Geometric Approach | International Cryptology Conference (CRYPTO) | Huijing Gong | |
| Toward Practical Lattice-based Proof of Knowledge from Hint-MLWE | International Cryptology Conference (CRYPTO) | Duhyeong Kim | |
| {AEX-Notify}: Thwarting Precise {Single-Stepping} Attacks through Interrupt Awareness for Intel {SGX} Enclaves | USENIX Security Symposium | Scott Constable | Mona Vij, Yuan Xiao, Cedric Xing, Ilya Alexandrovich |
| Federated benchmarking of medical artificial intelligence with MedPerf | Nature Machine Intelligence | Micah Sheller | Mona Vij, Yuan Xiao, Cedric Xing, Ilya Alexandrovich |
| TEESec: Pre-Silicon Vulnerability Discovery for Trusted Execution Environments | International Symposium on Computer Architecture (ISCA) | Yuan Xiao | |
| FEDGP: BUFFER-BASED GRADIENT PROJECTION FOR CONTINUAL FEDERATED LEARNING | Conference on Machine Learning and Systems (MLSys) | Ravi Balakrishnan | Iftekhar Alam, Nageen Himayat |
| DHA-FL: Enabling Efficient and Effective AIoT via Decentralized Hierarchical Asynchronous Federated Learning | Conference on Machine Learning and Systems (MLSys) | Ravi Balakrishnan | Hao Feng |
| Going beyond the Limits of SFI: Flexible and Secure Hardware-Assisted In-Process Isolation with HFI | International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | Anjo Vahldiek-Oberwagner | Michael LeMay |
| HTTPA/2: a Trusted End-to-End Protocol for Web Services (FICC) | Future of Information and Communication Conference (FICC) | Hans Wang | Gordon King |
| Trusted Heterogeneous Disaggregated Architectures | Hot Topics in Operating Systems (HotOS) | Anjo Vahldiek-Oberwagner | |
| MEMES: Memory Encryption-based MEmory Safety on Commodity Hardware | International Conference on Security and Cryptography (SECRYPT) | Salmin Sultana | Michael LeMay, Ken Grewal, Dave Durham, Hans Liljestrand |
| μSWITCH: Fast Kernel Context Isolation with Implicit Context Switches | IEEE Symposium on Security and Privacy (SP) | Anjo Vahldiek-Oberwagner | Mona Vij |
| Dynamic Network-Assisted D2D-Aided Coded Distributed Learning | IEEE Transactions on Communications | Nageen Himayat | |
| Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion | The 4th Workshop on AI and ML for Scientific Applications (AI4S) | J. Pablo Munoz |