Fusi, Nicoló

19 publications

ICLRW 2025 Igda: Interactive Graph Discovery Through Large Language Model Agents Alexander Havrilla, David Alvarez-Melis, Nicolo Fusi

NeurIPS 2025 scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling Joel Dapello, Marcel Nassar, Ridvan Eksi, Ban Wang, Jules Gagnon-Marchand, Kenneth T Gao, Akram Baharlouei, Kyra Thrush-Evensen, Nina Riehs, Amy F Peterson, Aniket Tolpadi, Abhejit Rajagopal, Henry E Miller, Ashley Mae Conard, David Alvarez-Melis, Rory Stark, Simone Bianco, Morgan Levine, Ava P Amini, Alex Xijie Lu, Nicolo Fusi, Ravi Pandya, Valentina Pedoia, Hana El-Samad

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Lester Mackey, David Alvarez-Melis, Nicolo Fusi

NeurIPSW 2024 Adapting Language Models via Token Translation Zhili Feng, Tanya Marwah, Nicolo Fusi, David Alvarez-Melis, Lester Mackey

ICML 2024 Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen, Neil Tenenholtz, James Brian Hall, David Alvarez-Melis, Nicolo Fusi

AISTATS 2023 Bayesian Optimization over Iterative Learners with Structured Responses: A Budget-Aware Planning Approach Syrine Belakaria, Janardhan Rao Doppa, Nicolo Fusi, Rishit Sheth

NeurIPSW 2023 Enhancing Language Models for Technical Domains with Dynamic Token Injection Giorgio Giannone, Neil Tenenholtz, James Hall, Nicolo Fusi, David Alvarez-Melis

NeurIPSW 2023 Protein Generation with Evolutionary Diffusion: Sequence Is All You Need Sarah Alamdari, Nitya Thakkar, Rianne van den Berg, Alex Lu, Nicolo Fusi, Ava Amini, Kevin Yang

ICLRW 2022 Convolutions Are Competitive with Transformers for Protein Sequence Pretraining Kevin K Yang, Alex Xijie Lu, Nicolo Fusi

ECCV 2022 LANA: Latency Aware Network Acceleration Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat

NeurIPS 2022 Rapid Model Architecture Adaption for Meta-Learning Yiren Zhao, Xitong Gao, I Shumailov, Nicolo Fusi, Robert Mullins

ICML 2021 Dataset Dynamics via Gradient Flows in Probability Space David Alvarez-Melis, Nicolò Fusi

ICLR 2021 Initialization and Regularization of Factorized Neural Layers Mikhail Khodak, Neil A. Tenenholtz, Lester Mackey, Nicolo Fusi

AISTATS 2020 Differentiable Feature Selection by Discrete Relaxation Rishit Sheth, Nicoló Fusi

NeurIPS 2020 Geometric Dataset Distances via Optimal Transport David Alvarez-Melis, Nicolo Fusi

NeurIPS 2018 Gaussian Process Prior Variational Autoencoders Francesco Paolo Casale, Adrian Dalca, Luca Saglietti, Jennifer Listgarten, Nicolo Fusi

NeurIPS 2018 Probabilistic Matrix Factorization for Automated Machine Learning Nicolo Fusi, Rishit Sheth, Melih Elibol

UAI 2013 Gaussian Processes for Big Data James Hensman, Nicoló Fusi, Neil D. Lawrence