ICLR 2026 Conference Submissions

Finding Better Prototypes For Interpretable Text Classifiers With LLM Optimization
ICLR 2026 Conference Submission21456 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
ICLR 2026 Conference Submission21455 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Hierarchical Epsilon-Net Graphs: Time Guarantees for HNSW in Approximate Nearest Neighbor Search
ICLR 2026 Conference Submission21454 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Large-Scale Pretraining Offers Modest Benefits for Tabular Transfer Learning
ICLR 2026 Conference Submission21453 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Assessing the Reverse-Engineering Abilities of Large Language Models
ICLR 2026 Conference Submission21449 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
CLS-Tuned Attention for Whole-Slide Image Classification
ICLR 2026 Conference Submission21447 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
A predictive coding model of hippocampo-neocortical interactions involved in memory replay
ICLR 2026 Conference Submission21446 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
ICLR 2026 Conference Submission21444 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Learning Abstractions for Hierarchical Planning in Program-Synthesis Agents
ICLR 2026 Conference Submission21443 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Provably Sample-Efficient Robust Reinforcement Learning with Average Reward
ICLR 2026 Conference Submission21442 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
UnRe: Zero-Shot LLM Unlearning via Dynamic Contextual Retrieval
ICLR 2026 Conference Submission21441 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
LLM-guided Hierarchical Retrieval
ICLR 2026 Conference Submission21440 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
A Scalable Constant-Factor Approximation Algorithm for $W_p$ Optimal Transport
ICLR 2026 Conference Submission21439 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Expressive and Invariant Graph Learning via Canonical Tree Cover Neural Networks
ICLR 2026 Conference Submission21437 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Selective Rotary Position Embedding
ICLR 2026 Conference Submission21436 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
UKAT: Uncertainty-aware Kernel Association Test
ICLR 2026 Conference Submission21435 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
DS-TG: Dynamical Systems as Accurate and Efficient Solvers for Time-Dependent Differential Equations
ICLR 2026 Conference Submission21433 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Do Language Models Trust Their Own Justifications? A Study on Functional Consistency
ICLR 2026 Conference Submission21430 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Long-term Fairness with Selective Labels
ICLR 2026 Conference Submission21429 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
LLM Microscope: What Model Internals Reveal About Answer Correctness and Context Utilization
ICLR 2026 Conference Submission21428 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Privacy-Preserving Mechanisms Enable Cheap Verifiable Inference of LLMs
ICLR 2026 Conference Submission21427 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Sharp asymptotic theory for Q-learning with \texttt{LD2Z} learning rate and its generalization
ICLR 2026 Conference Submission21425 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Rethinking Graph Attention Networks: A New Robust Approach
ICLR 2026 Conference Submission21423 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Flat is the New Sharp: Flatness-Aware Regularization for Robust Learning
ICLR 2026 Conference Submission21421 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Sparse Deep Additive Model with Interactions: Enhancing Interpretability and Predictability
ICLR 2026 Conference Submission21420 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone