Flavio Ponzina
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
8
Active years
2021–2026
Best venue rank
A
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ASPDAC | SpANNS: Optimizing Approximate Nearest Neighbor Search for Sparse Vectors Using Near Memory Processing. | Tianqi Zhang, Flavio Ponzina, Tajana Rosing |
| 2026 | DATE | FaTRQ: Tiered Residual Quantization for LLM Vector Search in Far-Memory-Aware ANNS Systems. | Tianqi Zhang, Flavio Ponzina, Tajana Rosing |
| 2026 | ISCAS | SIMCH: Stochastic In-Memory Computing using High-Density MTJ. | Tianqi Zhang, Qiuyuan Wang, Flavio Ponzina, Luqiao Liu, Tajana Rosing |
| 2026 | ISLPED | QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design. | Nilesh Prasad Pandey, Jangseon Park, Onat Gngr, Flavio Ponzina, Tajana Rosing |
| 2025 | ASPDAC | E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning. | Le Zhang, Onat Gngr, Flavio Ponzina, Tajana Rosing |
| 2025 | ICCAD | FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash. | Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang |
| 2025 | ICCD | HyperDrone: An Accurate, Robust, Fast, and Energy-Efficient Approach for Drone Classification. | Shriniwas Kulkarni, Flavio Ponzina, Tajana Rosing |
| 2025 | ISLPED | SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory. | Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing |
| 2025 | SENSYS | Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs. | Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Gngr, Flavio Ponzina, Tajana Rosing |
| 2024 | BIBE | HyperECG: ECG Signal Inference From Radar With Hyperdimensional Computing. | Matilda Gaddi, Flavio Ponzina, Fatemeh Asgarinejad, Baris Aksanli, Tajana Rosing |
| 2024 | ICCAD | HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks. | Fatemeh Asgarinejad, Flavio Ponzina, Onat Gngr, Tajana Rosing, Baris Aksanli |
| 2024 | ICCAD | Multi-Objective Software-Hardware Co-Optimization for HD-PIM via Noise-Aware Bayesian Optimization. | Chien-Yi Yang, Minxuan Zhou, Flavio Ponzina, Suraj Sathya Prakash, Raid Ayoub, Pietro Mercati, Mahesh Subedar, Tajana Rosing |
| 2024 | ICCD | Multi-Model Inference Composition of Hyperdimensional Computing Ensembles. | Flavio Ponzina, Rishikanth Chandrasekaran, Anya Wang, Seiji Minowada, Siddharth Sharma, Tajana Rosing |
| 2021 | DATE | Running Efficiently CNNs on the Edge Thanks to Hybrid SRAM-RRAM In-Memory Computing. | Marco Rios, Flavio Ponzina, Giovanni Ansaloni, Alexandre Levisse, David Atienza |