ICLR 2026 Conference Submissions

WIMLE: Uncertainty‑Aware World Models with IMLE for Sample‑Efficient Continuous Control
ICLR 2026 Conference Submission19377 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
ICLR 2026 Conference Submission19376 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
MODE: Learning compositional representations of complex systems with Mixtures Of Dynamical Experts
ICLR 2026 Conference Submission19373 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
DMAP: A Distribution Map for Text
ICLR 2026 Conference Submission19371 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Bridging Unsupervised and Semi-Supervised Anomaly Detection: A Provable and Practical Framework with Synthetic Anomalies
ICLR 2026 Conference Submission19369 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
ICLR 2026 Conference Submission19367 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
AutoAxiom: Automated Axiom Modification for Scientific Discovery with LLMs
Guanyao Mao, Zhiyang Dou, Minghao Guo, Benjamin Tod Jones, Wojciech Matusik
- 19 Sept 2025 (modified: 30 Sept 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning LLMs
ICLR 2026 Conference Submission19365 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Topology of Attention Detects Hallucinations in Code LLMs
ICLR 2026 Conference Submission19364 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
ICLR 2026 Conference Submission19363 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Neural Collapse by Design: Learning Class Prototypes on the Hypersphere
ICLR 2026 Conference Submission19362 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Interpretable Classification via a Rule Network with Selective Logical Operators
ICLR 2026 Conference Submission19361 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning
ICLR 2026 Conference Submission19360 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
ICLR 2026 Conference Submission19359 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Towards Sustainable Investment Policies Informed by Opponent Shaping
ICLR 2026 Conference Submission19358 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
ICLR 2026 Conference Submission19357 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Sample-efficient Multiclass Calibration under $\ell_{p}$ Error
ICLR 2026 Conference Submission19355 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Scaling Direct Feedback Learning with Theoretical Guarantees
ICLR 2026 Conference Submission19354 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SurGE: A Benchmark and Evaluation Framework for Scientific Survey Generation
ICLR 2026 Conference Submission19353 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
When Simplicity Wins: Efficient Knowledge Graph Generation with Sequential Decoders
ICLR 2026 Conference Submission19352 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
ICLR 2026 Conference Submission19351 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
The Effect of Temporal Resolution in Offline Temporal Difference Estimation
ICLR 2026 Conference Submission19350 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
From Solo to Symphony: Orchestrating Multi-Agent Collaboration with Single-Agent Demos
ICLR 2026 Conference Submission19349 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning
ICLR 2026 Conference Submission19348 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
CPMöbius: Iterative Coach–Player Reasoning for Data-Free Reinforcement Learning
ICLR 2026 Conference Submission19346 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone