Alessandro Magnani

53 papers A* 8A 3B 3Misc 1Journal 25Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Large Scale Deployment of BERT Based Cross Encoder Model for Re-Ranking in Walmart Search Engine. SIGIR Ajit Puthenputhussery, Changsung Kang, Alessandro Magnani, Tian Zhang, Hongwei Shang, Nitin Yadav, Prijith Chandran, Bhavin Madhani, Yuan-Tai Fu, He Wang, Zbigniew Gasiorek, Salvatore Tornatore, Srikanth Dasaka, Vivek Agrawal, Michael Bowersox, Cun Mu, Ciya Liao
2024	B	`conf`	Disentangled Prompt Learning for Transferable, Multimodal, Few-Shot Image Classification. IEEE Big Data John Yang, Alessandro Magnani, Binwei Yang
2024	A	`conf`	Enhancing Relevance of Embedding-based Retrieval at Walmart. CIKM Juexin Lin, Sachin Yadav, Feng Liu, Nicholas Rossi, Praveen Reddy Suram, Satya Chembolu, Prijith Chandran, Hrushikesh Mohapatra, Tony Lee, Alessandro Magnani, Ciya Liao
2024	J	`jnl`	Enhancing Relevance of Embedding-based Retrieval at Walmart. CoRR Juexin Lin, Sachin Yadav, Feng Liu, Nicholas Rossi, Praveen Reddy Suram, Satya Chembolu, Prijith Chandran, Hrushikesh Mohapatra, Tony Lee, Alessandro Magnani, Ciya Liao
2024	J	`jnl`	Large Language Models for Relevance Judgment in Product Search. CoRR Navid Mehrdad, Hrushikesh Mohapatra, Mossaab Bagdouri, Prijith Chandran, Alessandro Magnani, Xunfan Cai, Ajit Puthenputhussery, Sachin Yadav, Tony Lee, ChengXiang Zhai, Ciya Liao
2024	A	`conf`	Relevance Filtering for Embedding-based Retrieval. CIKM Nicholas Rossi, Juexin Lin, Feng Liu, Zhen Yang, Tony Lee, Alessandro Magnani, Ciya Liao
2024	J	`jnl`	Relevance Filtering for Embedding-based Retrieval. CoRR Nicholas Rossi, Juexin Lin, Feng Liu, Zhen Yang, Tony Lee, Alessandro Magnani, Ciya Liao
2024	J	`jnl`	Semantic Retrieval at Walmart. CoRR Alessandro Magnani, Feng Liu, Suthee Chaidaroon, Sachin Yadav, Praveen Reddy Suram, Ajit Puthenputhussery, Sijie Chen, Min Xie, Anirudh Kashi, Tony Lee, Ciya Liao
2023	A*	`conf`	Entity-aware Multi-task Learning for Query Understanding at Walmart. KDD Zhiyuan Peng, Vachik S. Dave, Nicole McNabb, Rahul Sharnagat, Alessandro Magnani, Ciya Liao, Yi Fang, Sravanthi Rajanala
2023	J	`jnl`	Noise-Robust Dense Retrieval via Contrastive Alignment Post Training. CoRR Daniel Campos, ChengXiang Zhai, Alessandro Magnani
2023	—	`conf`	OVERVIEW OF THE TREC 2023 PRODUCT PRODUCT SEARCH TRACK. TREC Daniel Campos, Surya Kallumadi, Corby Rosset, Cheng Xiang Zhai, Alessandro Magnani
2023	J	`jnl`	Overview of the TREC 2023 Product Product Search Track. CoRR Daniel Campos, Surya Kallumadi, Corby Rosset, ChengXiang Zhai, Alessandro Magnani
2023	J	`jnl`	Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders. CoRR Daniel Campos, Alessandro Magnani, ChengXiang Zhai
2023	—	`conf`	Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders. SustaiNLP Daniel Campos, Alessandro Magnani, ChengXiang Zhai
2022	A*	`conf`	A Multi-task Learning Framework for Product Ranking with BERT. WWW Xuyang Wu, Alessandro Magnani, Suthee Chaidaroon, Ajit Puthenputhussery, Ciya Liao, Yi Fang
2022	J	`jnl`	A Multi-task Learning Framework for Product Ranking with BERT. CoRR Xuyang Wu, Alessandro Magnani, Suthee Chaidaroon, Ajit Puthenputhussery, Ciya Liao, Yi Fang
2022	—	`conf`	Analysis and Design of a Fully-Integrated Pulsed LiDAR Driver in 100V-GaN IC Technology. PRIME Andrea Bettini, Thibault Cosnier, Alessandro Magnani, Olga Syshchyk, Matteo Borga, Stefaan Decoutere, Andrea Neviani
2022	A*	`conf`	Semantic Retrieval at Walmart. KDD Alessandro Magnani, Feng Liu, Suthee Chaidaroon, Sachin Yadav, Praveen Reddy Suram, Ajit Puthenputhussery, Sijie Chen, Min Xie, Anirudh Kashi, Tony Lee, Ciya Liao
2020	A	`conf`	Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images. WACV Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor
2019	J	`jnl`	Image Matters: Detecting Offensive and Non-Compliant Content / Logo in Product Images. CoRR Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor
2019	A*	`conf`	Neural Compatibility Ranking for Text-based Fashion Matching. SIGIR Suthee Chaidaroon, Yi Fang, Min Xie, Alessandro Magnani
2019	—	`conf`	Neural Product Retrieval at Walmart.com. WWW (Companion Volume) Alessandro Magnani, Feng Liu, Min Xie, Somnath Banerjee
2018	—	`conf`	A Smart System for Selection of Optimal Product Images in E-Commerce. IEEE BigData Abon Chaudhuri, Paolo Messina, Samrat Kokkula, Aditya Subramanian, Abhinandan Krishnan, Shreyansh Gandhi, Alessandro Magnani, Venkatesh Kandaswamy
2018	J	`jnl`	A Smart System for Selection of Optimal Product Images in E-Commerce. CoRR Abon Chaudhuri, Paolo Messina, Samrat Kokkula, Aditya Subramanian, Abhinandan Krishnan, Shreyansh Gandhi, Alessandro Magnani, Venkatesh Kandaswamy
2018	A*	`conf`	Is a Picture Worth a Thousand Words? A Deep Multi-Modal Architecture for Product Classification in E-Commerce. AAAI Tom Zahavy, Abhinandan Krishnan, Alessandro Magnani, Shie Mannor
2018	J	`jnl`	Multi-port dynamic compact thermal models of dual-chip package using model order reduction and metaheuristic optimization. Microelectron. Reliab. Brice Rogié, Lorenzo Codecasa, Eric Monier-Vinard, Valentin Bissuel, Najib Laraqi, Olivier Daniel, Dario D'Amore, Alessandro Magnani, Vincenzo d'Alessandro, Niccolò Rinaldi
2018	J	`jnl`	Versatile MOR-based boundary condition independent compact thermal models with multiple heat sources. Microelectron. Reliab. Lorenzo Codecasa, Robin Bornoff, James Dyson, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi
2017	J	`jnl`	3-D thermal models calibration by parametric dynamic compact thermal models. Microelectron. Reliab. Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi
2017	—	`conf`	Model-Order Reduction Procedure for Fast Dynamic Electrothermal Simulation of Power Converters. ApplePies Antonio Pio Catalano, Michele Riccio, Lorenzo Codecasa, Alessandro Magnani, Gianpaolo Romano, Vincenzo d'Alessandro, Luca Maresca, Nils Rinaldi, Giovanni Breglio, Andrea Irace
2017	J	`jnl`	Partition-based approach to parametric dynamic compact thermal modeling. Microelectron. Reliab. Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi, Andre G. Metzger, Robin Bornoff, John Parry
2017	J	`jnl`	Simulation comparison of InGaP/GaAs HBT thermal performance in wire-bonding and flip-chip technologies. Microelectron. Reliab. Vincenzo d'Alessandro, Antonio Pio Catalano, Alessandro Magnani, Lorenzo Codecasa, Niccolò Rinaldi, Brian Moser, Peter J. Zampardi
2016	J	`jnl`	Advanced thermal simulation of SiGe: C HBTs including back-end-of-line. Microelectron. Reliab. Vincenzo d'Alessandro, Alessandro Magnani, Lorenzo Codecasa, Niccolò Rinaldi, Klaus Aufinger
2016	—	`conf`	Digital feedback optical vibrometer. I2MTC Michele Norgia, Alessandro Magnani, Dario Melchionni, Cesare Svelto, Alessandro Pesatori
2016	J	`jnl`	Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce. CoRR Tom Zahavy, Alessandro Magnani, Abhinandan Krishnan, Shie Mannor
2016	J	`jnl`	Wearable Multi-Frequency and Multi-Segment Bioelectrical Impedance Spectroscopy for Unobtrusively Tracking Body Fluid Shifts during Physical Activity in Real-Field Applications: A Preliminary Study. Sensors Federica A. Villa, Alessandro Magnani, Martina A. Maggioni, Alexander C. Stahn, Susanna Rampichini, Giampiero Merati, Paolo Castiglioni
2015	J	`jnl`	Drop Measurement System for Biomedical Application. IEEE Trans. Instrum. Meas. Michele Norgia, Alessandro Magnani, Dario Melchionni, Alessandro Pesatori
2015	J	`jnl`	Structure-preserving approach to multi-port dynamic compact models of nonlinear heat conduction. Microelectron. J. Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi
2014	J	`jnl`	A low power Ku phase locked oscillator in low cost 130 nm CMOS technology. Microelectron. J. Alessandro Magnani, Mattia Borgarino, Christophe Viallon, Thierry Parra, Gilles Jacquemod
2014	J	`jnl`	Feasibility of Long-Term Monitoring of Multifrequency and Multisegment Body Impedance by Portable Devices. IEEE Trans. Biomed. Eng. Federica A. Villa, Alessandro Magnani, Giampiero Merati, Paolo Castiglioni
2014	—	`—`	Instrumentations for dimensional measurements based on self mixing intereferometry. Alessandro Magnani
2014	—	`conf`	Optical system for drop volume measurement. I2MTC Michele Norgia, Alessandro Magnani, Dario Melchionni, Alessandro Pesatori
2014	J	`jnl`	Real-Time Self-Mixing Interferometer for Long Distances. IEEE Trans. Instrum. Meas. Alessandro Magnani, Alessandro Pesatori, Michele Norgia
2013	J	`jnl`	Analysis of the UIS behavior of power devices by means of SPICE-based electrothermal simulations. Microelectron. Reliab. Vincenzo d'Alessandro, Alessandro Magnani, Michele Riccio, Yohei Iwahashi, Giovanni Breglio, Niccolò Rinaldi, Andrea Irace
2013	—	`conf`	Dynamic electrothermal macromodeling techniques for thermal-aware design of circuits and systems. PATMOS Alessandro Magnani, Vincenzo d'Alessandro, Niccolò Rinaldi, Massimiliano de Magistris, Klaus Aufinger
2013	—	`conf`	Self-mixing interferometer for speed measurement with sign. I2MTC Alessandro Magnani, Alessandro Pesatori, Michele Norgia
2008	Misc	`conf`	Learning the kernel via convex optimization. ICASSP Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd
2008	J	`jnl`	Robust Beamforming via Worst-Case SINR Maximization. IEEE Trans. Signal Process. Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo
2007	B	`conf`	Self-Organized, Scalable GPS-Free Localization of Wireless Sensors. WCNC Alessandro Magnani, Kin K. Leung
2006	A*	`conf`	Optimal kernel selection in Kernel Fisher discriminant analysis. ICML Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
2006	A*	`conf`	Pareto optimal linear classification. ICML Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim
2005	B	`conf`	Optimal One-Bit Quantization. DCC Alessandro Magnani, Arpita Ghosh, Robert M. Gray
2005	—	`conf`	Robust Fisher Discriminant Analysis. NIPS Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd
2005	—	`conf`	Tractable fitting with convex polynomials via sum-of-squares. CDC/ECC Alessandro Magnani, Sanjay Lall, Stephen P. Boyd