| 2026 | ISIT | Tensor Reed-Muller Codes: Achieving Capacity with Quasilinear Decoding Time. | Emmanuel Abbe, Colin Sandon, Oscar Sprumont |
| 2025 | ICLR | Learning High-Degree Parities: The Crucial Role of the Initialization. | Emmanuel Abbe, Elisabetta Cornacchia, Jan Hazla, Donald Kougang-Yombi |
| 2025 | ISIT | Reed-Muller Codes for Quantum Pauli and Multiple Access Channels. | Dina Abdelhadi, Colin Sandon, Emmanuel Abbe, Rdiger L. Urbanke |
| 2024 | ICLR | When can transformers reason with abstract symbols? | Enric Boix-Adser, Omid Saremi, Emmanuel Abbe, Samy Bengio, Etai Littwin, Joshua M. Susskind |
| 2024 | ICML | On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions. | Denys Pushkin, Raphal Berthier, Emmanuel Abbe |
| 2023 | AIME | Can Knowledge Transfer Techniques Compensate for the Limited Myocardial Infarction Data by Leveraging Hmodynamics? An in silico Study. | Riccardo Tenderini, Federico Betti, Ortal Yona Senouf, Olivier Muller, Simone Deparis, Annalisa Buffa, Emmanuel Abbe |
| 2023 | COLT | SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics. | Emmanuel Abbe, Enric Boix Adser, Theodor Misiakiewicz |
| 2023 | FOCS | A proof that Reed-Muller codes achieve Shannon capacity on symmetric channels. | Emmanuel Abbe, Colin Sandon |
| 2023 | ICML | Generalization on the Unseen, Logic Reasoning and Degree Curriculum. | Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk |
| 2022 | COLT | The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks. | Emmanuel Abbe, Enric Boix Adser, Theodor Misiakiewicz |
| 2022 | ICML | An Initial Alignment between Neural Network and Target is Needed for Gradient Descent to Learn. | Emmanuel Abbe, Elisabetta Cornacchia, Jan Hazla, Christopher Marquis |
| 2022 | STOC | Binary perceptron: efficient algorithms can find solutions in a rare well-connected cluster. | Emmanuel Abbe, Shuangping Li, Allan Sly |
| 2021 | COLT | Stochastic block model entropy and broadcasting on trees with survey. | Emmanuel Abbe, Elisabetta Cornacchia, Yuzhou Gu, Yury Polyanskiy |
| 2021 | FOCS | Proof of the Contiguity Conjecture and Lognormal Limit for the Symmetric Perceptron. | Emmanuel Abbe, Shuangping Li, Allan Sly |
| 2021 | ICML | Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels. | Eran Malach, Pritish Kamath, Emmanuel Abbe, Nathan Srebro |
| 2020 | ISIT | Polarization in Attraction-Repulsion Models. | Elisabetta Cornacchia, Neta Singer, Emmanuel Abbe |
| 2019 | FOCS | Reed-Muller Codes Polarize. | Emmanuel Abbe, Min Ye |
| 2019 | ISIT | Subadditivity Beyond Trees and the Chi-Squared Mutual Information. | Emmanuel Abbe, Enric Boix Adser |
| 2019 | ISIT | Recursive projection-aggregation decoding of Reed-Muller codes. | Min Ye, Emmanuel Abbe |
| 2018 | ICML | Communication-Computation Efficient Gradient Coding. | Min Ye, Emmanuel Abbe |
| 2018 | ISIT | Estimation in the Group Action Channel. | Emmanuel Abbe, Joo M. Pereira, Amit Singer |
| 2017 | ISIT | Sample complexity of the boolean multireference alignment problem. | Emmanuel Abbe, Joo M. Pereira, Amit Singer |
| 2017 | ISIT | Compressing data on graphs with clusters. | Amir-Reza Asadi, Emmanuel Abbe, Sergio Verd |
| 2016 | CISS | Detecting community structures in Hi-C genomic data. | Irineo Cabreros, Emmanuel Abbe, Aristotelis Tsirigos |
| 2016 | CISS | Spectral bounds for independent cascade model with sensitive edges. | Eun Jee Lee, Sudeep Kamath, Emmanuel Abbe, Sanjeev R. Kulkarni |
| 2016 | ISIT | Crossing the KS threshold in the stochastic block model with information theory. | Emmanuel Abbe, Colin Sandon |
| 2016 | ISIT | Asymptotic mutual information for the binary stochastic block model. | Yash Deshpande, Emmanuel Abbe, Andrea Montanari |
| 2015 | FOCS | Community Detection in General Stochastic Block models: Fundamental Limits and Efficient Algorithms for Recovery. | Emmanuel Abbe, Colin Sandon |
| 2015 | ISIT | High-Girth matrices and polarization. | Emmanuel Abbe, Yuval Wigderson |
| 2015 | STOC | Reed-Muller Codes for Random Erasures and Errors. | Emmanuel Abbe, Amir Shpilka, Avi Wigderson |
| 2014 | CISS | Polynomial complexity of polar codes for non-binary alphabets, key agreement and Slepian-Wolf coding. | Jingbo Liu, Emmanuel Abbe |
| 2014 | ISIT | Linear Boolean classification, coding and "the critical problem". | Emmanuel Abbe, Noga Alon, Afonso S. Bandeira |
| 2014 | ISIT | Linear inverse problems on Erdős-Rnyi graphs: Information-theoretic limits and efficient recovery. | Emmanuel Abbe, Afonso S. Bandeira, Annina Bracher, Amit Singer |
| 2013 | ISIT | Polar codes for broadcast channels. | Naveen Goela, Emmanuel Abbe, Michael Gastpar |
| 2013 | ISIT | Polarization of the Rnyi information dimension for single and multi terminal analog compression. | Saeid Haghighatshoar, Emmanuel Abbe |
| 2013 | ISIT | A new entropy power inequality for integer-valued random variables. | Saeid Haghighatshoar, Emmanuel Abbe, Emre Telatar |
| 2013 | ITW | Polar coding for secret-key generation. | Remi A. Chou, Matthieu R. Bloch, Emmanuel Abbe |
| 2012 | ISIT | Adaptive sensing using deterministic partial Hadamard matrices. | Saeid Haghighatshoar, Emmanuel Abbe, Emre Telatar |
| 2012 | ITW | Proof of the outage probability conjecture for MISO channels. | Emmanuel Abbe, Shao-Lun Huang, Emre Telatar |
| 2011 | ISIT | Polarization and randomness extraction. | Emmanuel Abbe |
| 2011 | ISIT | Polar coding schemes for the AWGN channel. | Emmanuel Abbe, Andrew R. Barron |
| 2011 | ITA | Randomness and dependencies extraction via polarization. | Emmanuel Abbe |
| 2010 | ITA | MAC polar codes and matroids. | Emmanuel Abbe, Emre Telatar |
| 2010 | ITW | Universal source polarization and sparse recovery. | Emmanuel Abbe |
| 2010 | ITW | Universal a posteriori metrics game. | Emmanuel Abbe, Rethnakaran Pulikkoonattu |
| 2009 | ISIT | Coding along Hermite polynomials for Gaussian noise channels. | Emmanuel Abbe, Lizhong Zheng |
| 2008 | ISIT | Linear universal decoding for compound channels: an Euclidean Geometric Approach. | Emmanuel Abbe, Lizhong Zheng |