| PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods | Jul 9, 2024 | Information RetrievalLEMMA | CodeCode Available | 7 |
| Heterogeneous-Agent Reinforcement Learning | Apr 19, 2023 | LEMMAMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Lean Formalization of Generalization Error Bound by Rademacher Complexity | Mar 25, 2025 | LEMMAPAC learning | CodeCode Available | 1 |
| LEMMA: Learning from Errors for MatheMatical Advancement in LLMs | Mar 21, 2025 | LEMMA | CodeCode Available | 1 |
| Adaptive tracking MPC for nonlinear systems via online linear system identification | May 16, 2024 | LEMMAModel Predictive Control | CodeCode Available | 1 |
| LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation | Feb 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement | Jul 19, 2023 | Image Super-ResolutionLEMMA | CodeCode Available | 1 |
| 2∗n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable Problems | Jul 1, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| 2 * n is better than n^2: Decomposing Event Coreference Resolution into Two Tractable Problems | May 9, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Adversarial Robustness via Random Projection Filters | Jan 1, 2023 | Adversarial RobustnessAttribute | CodeCode Available | 1 |
| Efficient Reinforcement Learning Through Trajectory Generation | Nov 30, 2022 | LEMMAOffline RL | CodeCode Available | 1 |
| Distributed data-driven predictive control for cooperatively smoothing mixed traffic flow | Oct 24, 2022 | LEMMA | CodeCode Available | 1 |
| DeeP-LCC: Data-EnablEd Predictive Leading Cruise Control in Mixed Traffic Flow | Mar 20, 2022 | Autonomous VehiclesLEMMA | CodeCode Available | 1 |
| Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning | Sep 23, 2021 | LEMMAMuJoCo | CodeCode Available | 1 |
| Roosterize: Suggesting Lemma Names for Coq Verification Projects Using Deep Learning | Mar 1, 2021 | LEMMA | CodeCode Available | 1 |
| Learning Graphons via Structured Gromov-Wasserstein Barycenters | Dec 10, 2020 | LEMMA | CodeCode Available | 1 |
| Post-selection inference with HSIC-Lasso | Oct 29, 2020 | LEMMAVariable Selection | CodeCode Available | 1 |
| LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities | Jul 31, 2020 | Action RecognitionAction Understanding | CodeCode Available | 1 |
| Learning compositional functions via multiplicative weight updates | Jun 25, 2020 | LEMMA | CodeCode Available | 1 |
| Deep Generation of Coq Lemma Names Using Elaborated Terms | Apr 16, 2020 | LEMMA | CodeCode Available | 1 |
| On the distance between two neural networks and the stability of learning | Feb 9, 2020 | LEMMA | CodeCode Available | 1 |
| Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation | Jun 24, 2019 | Language ModellingLEMMA | CodeCode Available | 1 |
| UniMorph 2.0: Universal Morphology | Oct 25, 2018 | LEMMA | CodeCode Available | 1 |
| Alpay Algebra V: Multi-Layered Semantic Games and Transfinite Fixed-Point Simulation | Jul 10, 2025 | LEMMA | —Unverified | 0 |
| Identifying the Smallest Adversarial Load Perturbations that Render DC-OPF Infeasible | Jul 10, 2025 | Adversarial AttackBenchmarking | CodeCode Available | 0 |
| Distributed Lyapunov Functions for Nonlinear Networks | Jun 25, 2025 | Dimensionality ReductionLEMMA | CodeCode Available | 0 |
| A Regret Perspective on Online Selective Generation | Jun 16, 2025 | HallucinationLEMMA | —Unverified | 0 |
| Learning event-triggered controllers for linear parameter-varying systems from data | Jun 10, 2025 | LEMMA | —Unverified | 0 |
| Optimization over Sparse Support-Preserving Sets: Two-Step Projection with Global Optimality Guarantees | Jun 10, 2025 | LEMMA | CodeCode Available | 0 |
| Robust Transceiver Design for RIS Enhanced Dual-Functional Radar-Communication with Movable Antenna | Jun 9, 2025 | LEMMA | —Unverified | 0 |
| Gumbel-max List Sampling for Distribution Coupling with Multiple Samples | Jun 5, 2025 | LEMMA | —Unverified | 0 |
| Sample-optimal learning of quantum states using gentle measurements | May 30, 2025 | LEMMA | —Unverified | 0 |
| Why is it easier to predict the epidemic curve than to reconstruct the underlying contact network? | May 29, 2025 | LEMMA | —Unverified | 0 |
| Efficient Diffusion Models for Symmetric Manifolds | May 27, 2025 | LEMMA | —Unverified | 0 |
| A packing lemma for VCN_k-dimension and learning high-dimensional data | May 21, 2025 | LEMMAPAC learning | —Unverified | 0 |
| Know When to Abstain: Optimal Selective Classification with Likelihood Ratios | May 21, 2025 | ClassificationLEMMA | CodeCode Available | 0 |
| Vulnerability of Transfer-Learned Neural Networks to Data Reconstruction Attacks in Small-Data Regime | May 20, 2025 | LEMMA | CodeCode Available | 0 |
| A Local Polyak-Lojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models | May 16, 2025 | LEMMA | —Unverified | 0 |
| Data-driven Internal Model Control for Output Regulation | May 14, 2025 | LEMMAmodel | —Unverified | 0 |
| Bounding Neyman-Pearson Region with f-Divergences | May 13, 2025 | LEMMA | —Unverified | 0 |
| Euclidean Distance Matrix Completion via Asymmetric Projected Gradient Descent | Apr 28, 2025 | LEMMAMatrix Completion | —Unverified | 0 |
| Building UD Cairo for Old English in the Classroom | Apr 25, 2025 | LEMMA | —Unverified | 0 |
| Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Apr 25, 2025 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Secondary Safety Control for Systems with Sector Bounded Nonlinearities [Extended Version] | Apr 11, 2025 | LEMMA | —Unverified | 0 |
| Leveraging Non-Steady-State Frequency-Domain Data in Willems' Fundamental Lemma | Apr 8, 2025 | LEMMA | —Unverified | 0 |
| Lemmanaid: Neuro-Symbolic Lemma Conjecturing | Apr 7, 2025 | LEMMA | —Unverified | 0 |
| Nonlinear Multiple Response Regression and Learning of Latent Spaces | Mar 27, 2025 | Data CompressionLEMMA | —Unverified | 0 |
| Local Stability and Stabilization of Quadratic-Bilinear Systems using Petersen's Lemma | Mar 26, 2025 | LEMMA | —Unverified | 0 |
| Geometric Meta-Learning via Coupled Ricci Flow: Unifying Knowledge Representation and Quantum Entanglement | Mar 25, 2025 | LEMMAMeta-Learning | —Unverified | 0 |
| Flexible WMMSE Beamforming for MU-MIMO Movable Antenna Communications | Mar 22, 2025 | LEMMAPosition | CodeCode Available | 0 |