Intel Labs Publications
Explore recent publications authored by Intel Labs researchers in collaboration with the worldwide research community. This growing catalog of work showcases the innovative solutions continuously imagined at Intel Labs and developed by researchers inventing the future together.
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2023 Publications
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 |