ICLR 2026 Conference Submissions

Frontier LLMs Still Struggle with Simple Reasoning Tasks
ICLR 2026 Conference Submission19791 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
LINGOLY-TOO: Disentangling Reasoning from Knowledge with Templatised Orthographic Obfuscation
ICLR 2026 Conference Submission19790 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
ICLR 2026 Conference Submission19789 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
MatRL: Provably Generalizable Iterative Algorithm Discovery via Monte-Carlo Tree Search
ICLR 2026 Conference Submission19788 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
PhysERL-Inv: A Physics-Encoded Inverse Modeling Approach for Arctic Snow Depth Prediction
ICLR 2026 Conference Submission19786 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Training Large Language Models To Reason In Parallel With Global Forking Tokens
ICLR 2026 Conference Submission19784 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing
ICLR 2026 Conference Submission19782 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Enhancing Shortcut Models with Cumulative Self-Consistency Loss for One-Step Diffusion
ICLR 2026 Conference Submission19781 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
REMSA: An LLM Agent for Foundation Model Selection in Remote Sensing
ICLR 2026 Conference Submission19780 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Spectral Neural Graph Sparsification
ICLR 2026 Conference Submission19779 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SHED Light on Segmentation for Monocular Depth Estimation
ICLR 2026 Conference Submission19778 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
FOSSIL, Imbalanced Learning, Small-Data Learning, Curriculum Learning, Regret Minimization
ICLR 2026 Conference Submission19777 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
RPP: A Certified Poisoned-Sample Detection Framework for Backdoor Attacks under Dataset Imbalance
ICLR 2026 Conference Submission19776 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
StyleAT: Defending Face Recognition Against Semantic Attacks
ICLR 2026 Conference Submission19774 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Harnessing Untrained Dynamics: A Reservoir Computing Approach to State-Space Models
ICLR 2026 Conference Submission19773 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Video-Based Optimal Transport for Feedback-Efficient Offline Preference-Based Reinforcement Learning
ICLR 2026 Conference Submission19772 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
One protein is all you need
ICLR 2026 Conference Submission19770 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Intriguing Properties of Deep Neural Policy Manifold: Intrinsic Correlation and Deep Neural Policy Curvature
ICLR 2026 Conference Submission19769 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Training-Free Stein Diffusion Guidance: Posterior Correction for Sampling Beyond High-Density Regions
ICLR 2026 Conference Submission19768 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
LLM Fingerprinting via Semantically Conditioned Watermarks
ICLR 2026 Conference Submission19766 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Relationship Alignment for View-aware Multi-view Clustering
ICLR 2026 Conference Submission19765 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
ICLR 2026 Conference Submission19764 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Balancing the False Positive-Negative tradeoff to enhance Image Segmentation
ICLR 2026 Conference Submission19763 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
scPPDM: A Diffusion Model for Single-Cell Drug–Response Prediction
ICLR 2026 Conference Submission19760 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
MEAL: A Benchmark for Continual Multi-Agent Reinforcement Learning
ICLR 2026 Conference Submission19759 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone