| 2026 | AAAI | SMiLE: Provably Enforcing Global Relational Properties in Neural Networks. | Matteo Francobaldi, Michele Lombardi, Andrea Lodi |
| 2025 | CPAIOR | Reducing Income Variability in Natural Resource Portfolios via Integer Programming. | Laura Greenstreet, Qinru Shi, Marc Grimson, Franz W. Simon, Suresh Andrew Sethi, Carla P. Gomes, Andrea Lodi, David B. Shmoys |
| 2025 | ICML | Scalable First-order Method for Certifying Optimal k-Sparse GLMs. | Jiachang Liu, Soroosh Shafiee, Andrea Lodi |
| 2025 | IPCO | The Differentiable Feasibility Pump. | Matteo Cacciola, Alexandre Forel, Antonio Frangioni, Andrea Lodi |
| 2024 | IPCO | Assortment Optimization with Visibility Constraints. | Tho Barr, Omar El Housni, Andrea Lodi |
| 2024 | IPCO | A New Branching Rule for Range Minimization Problems. | Bart T. C. van Rossum, Rui Chen, Andrea Lodi |
| 2023 | ATMOS | Optimizing Fairness over Time with Homogeneous Workers (Short Paper). | Bart T. C. van Rossum, Rui Chen, Andrea Lodi |
| 2023 | CPAIOR | Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill? | talo Santana, Andrea Lodi, Thibaut Vidal |
| 2022 | AAAI | MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers. | Elias B. Khalil, Christopher Morris, Andrea Lodi |
| 2022 | AAAI | Learning to Search in Local Branching. | Defeng Liu, Matteo Fischetti, Andrea Lodi |
| 2022 | AIME | Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant Candidates. | Jonathan Jalbert, Hlose Cardinal, Andrea Lodi, Jean-Nol Weller, Hugo-Maxime Tocco |
| 2022 | DCOSS | OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations. | Leandro Rincon Costa, Daniel Aloise, Luca Giovanni Gianoli, Andrea Lodi |
| 2021 | AAAI | Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies. | Giulia Zarpellon, Jason Jo, Andrea Lodi, Yoshua Bengio |
| 2021 | CP | Learning in Local Branching (Invited Talk). | Defeng Liu, Andrea Lodi |
| 2021 | IJCAI | Combinatorial Optimization and Reasoning with Graph Neural Networks. | Quentin Cappart, Didier Chtelat, Elias B. Khalil, Andrea Lodi, Christopher Morris, Petar Velickovic |
| 2020 | CPAIOR | A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs. | Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan |
| 2020 | ICPRAM | Activation Adaptation in Neural Networks. | Farnoush Farhadi, Vahid Partovi Nia, Andrea Lodi |
| 2020 | IPCO | On Generalized Surrogate Duality in Mixed-Integer Nonlinear Programming. | Benjamin Mller, Gonzalo Muoz, Maxime Gasse, Ambros M. Gleixner, Andrea Lodi, Felipe Serrano |
| 2019 | CPAIOR | Using Cost-Based Solution Densities from TSP Relaxations to Solve Routing Problems. | Pierre Coste, Andrea Lodi, Gilles Pesant |
| 2019 | CPAIOR | Learning MILP Resolution Outcomes Before Reaching Time-Limit. | Martina Fischetti, Andrea Lodi, Giulia Zarpellon |
| 2018 | CPAIOR | Learning a Classification of Mixed-Integer Quadratic Programming Problems. | Pierre Bonami, Andrea Lodi, Giulia Zarpellon |
| 2018 | CPAIOR | A Comparison of Optimization Methods for Multi-objective Constrained Bin Packing Problems. | Philippe Olivier, Andrea Lodi, Gilles Pesant |
| 2017 | IPCO | Cutting Planes from Wide Split Disjunctions. | Pierre Bonami, Andrea Lodi, Andrea Tramontani, Sven Wiese |
| 2014 | ECMS | Tactical Versus Operational Discrete Event Simulation: A Breast Screening Case Study. | Andrea Lodi, Paolo Tubertini, Roberto Grilli, Francesca Senese |
| 2013 | IPCO | A Complexity and Approximability Study of the Bilevel Knapsack Problem. | Alberto Caprara, Margarida Carvalho, Andrea Lodi, Gerhard J. Woeginger |
| 2011 | CPAIOR | On Bilevel Programming and Its Impact in Branching, Cutting and Complexity. | Andrea Lodi |
| 2011 | CPAIOR | On Counting Lattice Points and Chvtal-Gomory Cutting Planes. | Andrea Lodi, Gilles Pesant, Louis-Martin Rousseau |
| 2010 | INFOCOM | Efficient Two-dimensional Data Allocation in IEEE 802.16 OFDMA. | Claudio Cicconetti, Luciano Lenzini, Andrea Lodi, Silvano Martello, Enzo Mingozzi, Michele Monaci |
| 2010 | IPCO | An Effective Branch-and-Bound Algorithm for Convex Quadratic Integer Programming. | Christoph Buchheim, Alberto Caprara, Andrea Lodi |
| 2010 | IPCO | Experiments with Two Row Tableau Cuts. | Santanu S. Dey, Andrea Lodi, Andrea Tramontani, Laurence A. Wolsey |
| 2007 | CP | CP-Based Local Branching. | Zeynep Kiziltan, Andrea Lodi, Michela Milano, Fabio Parisini |
| 2007 | DATE | A dynamically adaptive DSP for heterogeneous reconfigurable platforms. | Fabio Campi, Antonio Deledda, Matteo Pizzotti, Luca Ciccarelli, Pier Luigi Rolandi, Claudio Mucci, Andrea Lodi, Arseni Vitkovski, Luca Vanzolini |
| 2007 | IPCO | On the MIR Closure of Polyhedra. | Sanjeeb Dash, Oktay Gnlk, Andrea Lodi |
| 2007 | IPCO | Approximation Algorithms for the Multi-item Capacitated Lot-Sizing Problem Via Flow-Cover Inequalities. | Retsef Levi, Andrea Lodi, Maxim Sviridenko |
| 2006 | ESA | An MINLP Solution Method for a Water Network Problem. | Cristiana Bragalli, Claudia D'Ambrosio, Jon Lee, Andrea Lodi, Paolo Toth |
| 2006 | FPL | A Multi-Context Pipelined Array for Embedded Systems. | Andrea Lodi, Claudio Mucci, Massimo Bocchi, Andrea Cappelli, Mario de Dominicis, Luca Ciccarelli |
| 2005 | FCCM | An Embedded Reconfigurable Datapath for SoC. | Andrea Lodi, Luca Ciccarelli, Claudio Mucci, Roberto Giansante, Andrea Cappelli, Mario Toma |
| 2005 | FOCS | A Tale of Two Dimensional Bin Packing. | Nikhil Bansal, Andrea Lodi, Maxim Sviridenko |
| 2005 | FPGA | Combining low-leakage techniques for FPGA routing design. | Andrea Lodi, Luca Ciccarelli, Roberto Giansante |
| 2005 | IPCO | Optimizing over the First Chvtal Closure. | Matteo Fischetti, Andrea Lodi |
| 2004 | FCCM | A Dataflow Control Unit for C-to-Configurable Pipelines Compilation Flow. | Andrea Cappelli, Andrea Lodi, Claudio Mucci, Mario Toma, Fabio Campi |
| 2004 | FPGA | Routing architecture for multi-context FPGAs. | Andrea Lodi, Roberto Giansante, Carlo Chiesa, Luca Ciccarelli, Mario Toma, Fabio Campi |
| 2004 | FPL | Compact Buffered Routing Architecture. | Andrea Lodi, Roberto Giansante, Carlo Chiesa, Luca Ciccarelli, Fabio Campi, Mario Toma |
| 2004 | IPCO | Optimizing over Semimetric Polytopes. | Antonio Frangioni, Andrea Lodi, Giovanni Rinaldi |
| 2003 | CP | Discrepancy-Based Additive Bounding for the AllDifferent Constraint. | Andrea Lodi, Michela Milano, Louis-Martin Rousseau |
| 2003 | FPGA | A pipelined configurable gate array for embedded processors. | Andrea Lodi, Mario Toma, Fabio Campi |
| 2003 | ISCAS | A flexible LUT-based carry chain for FPGAs. | Andrea Lodi, Carlo Chiesa, Fabio Campi, Mario Toma |
| 2002 | ICASSP | Very low complexity prompted speaker verification system based on HMM-modeling. | Andrea Lodi, Mario Toma, Roberto Guerrieri |
| 2002 | Interspeech | Word endpoints detection in the presence of non-stationary noise. | Mario Toma, Andrea Lodi, Roberto Guerrieri |
| 2002 | IPCO | An Approximation Scheme for the Two-Stage, Two-Dimensional Bin Packing Problem. | Alberto Caprara, Andrea Lodi, Michele Monaci |
| 2002 | IPCO | Polynomial-Time Separation of Simple Comb Inequalities. | Adam N. Letchford, Andrea Lodi |
| 2000 | CP | Cutting Planes in Constraint Programming: A Hybrid Approach. | Filippo Focacci, Andrea Lodi, Michela Milano |
| 1999 | CP | Cost-Based Domain Filtering. | Filippo Focacci, Andrea Lodi, Michela Milano |
| 1999 | ICLP | Soving TSP with Time Windows with Constraints. | Filippo Focacci, Michela Milano, Andrea Lodi |