| 2026 | IPCO | Arithmetic Circuits and Neural Networks for Regular Matroids. | Christoph Hertrich, Stefan Kober, Georg Loho |
| 2026 | STOC | Better Neural Network Expressivity: Subdividing the Simplex. | Egor Bakaev, Florestan Brunck, Christoph Hertrich, Jack Stade, Amir Yehudayoff |
| 2025 | COLT | Open Problem: Fixed-Parameter Tractability of Zonotope Problems. | Vincent Froese, Moritz Grillo, Christoph Hertrich, Martin Skutella |
| 2025 | ICLR | Decomposition Polyhedra of Piecewise Linear Functions. | Marie-Charlotte Brandenburg, Moritz Leo Grillo, Christoph Hertrich |
| 2024 | IPCO | A First Order Method for Linear Programming Parameterized by Circuit Imbalance. | Richard Cole, Christoph Hertrich, Yixin Tao, Lszl A. Vgh |
| 2023 | ICLR | Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes. | Christian Haase, Christoph Hertrich, Georg Loho |
| 2023 | IPCO | ReLU Neural Networks of Polynomial Size for Exact Maximum Flow Computation. | Christoph Hertrich, Leon Sering |
| 2021 | AAAI | Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size. | Christoph Hertrich, Martin Skutella |