ICLR 2026 Conference Submissions

Learning to Be Uncertain: Pre-training World Models with Horizon-Calibrated Uncertainty
ICLR 2026 Conference Submission14550 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Unifying Latent Uncertainty Signals in Large Language Models for Improved Factual Precision
ICLR 2026 Conference Submission14549 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Feature Hedging: Correlated Features Break Narrow Sparse Autoencoders
ICLR 2026 Conference Submission14548 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SATA-BENCH: Select All That Apply Benchmark for Multiple Choice Questions
ICLR 2026 Conference Submission14547 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Reimagining Agent-based Modeling with Large Language Model Agents via Shachi
ICLR 2026 Conference Submission14546 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
QUEST: A robust attention formulation using query-modulated spherical attention
ICLR 2026 Conference Submission14545 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
PLanTS: Periodicity-aware Latent-state Representation Learning for Multivariate Time Series
ICLR 2026 Conference Submission14544 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
FinDialogLens: A Novel Hybrid LLM Framework for Parsing Financial Dialogues and Unveiling Missed Trade Opportunities
Chin-Lun Fu, Hong Ni, Behrouz Madahian
- 18 Sept 2025 (modified: 03 Oct 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MARS: Toward More Efficient Multi-agent Collaboration for LLM Reasoning
ICLR 2026 Conference Submission14542 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Knowledgeless Language Models: Decoupling Linguistic Competence and Factual Knowledge
ICLR 2026 Conference Submission14541 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training
ICLR 2026 Conference Submission14540 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning
ICLR 2026 Conference Submission14538 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
QRad: Enhancing Radiology Report Generation by Captioning-to-VQA Reframing
ICLR 2026 Conference Submission14537 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Parallel Token Generation for Language Models
ICLR 2026 Conference Submission14536 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Approximate Quantum State Preparation with Tree-Based Bayesian Optimization Surrogates
ICLR 2026 Conference Submission14535 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Test-time scaling of diffusions with flow maps
ICLR 2026 Conference Submission14533 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Differentially Private Wasserstein Barycenters
Anming Gu, Sasidhar Kunapuli, Edward Chien, Mark Bun, Kristjan Greenewald
- 18 Sept 2025 (modified: 25 Sept 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Vision-on-Demand: Efficient Visual Language Understanding with Intermittent Attention
ICLR 2026 Conference Submission14530 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
ICLR 2026 Conference Submission14529 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
On the Spectral Differences Between NTK and CNTK and Their Implications for Point Cloud Recognition
ICLR 2026 Conference Submission14528 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Efficient MIP-LP Gap Mitigation for Predict+Optimize
ICLR 2026 Conference Submission14527 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Are LLMs Better Formalizers than Solvers on Complex Problems?
ICLR 2026 Conference Submission14526 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Can Vision-Language Models Answer Face to Face Questions in the Real-World?
ICLR 2026 Conference Submission14525 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning
ICLR 2026 Conference Submission14524 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Matched-Pair Experimental Design with Active Learning
ICLR 2026 Conference Submission14523 Authors
- 18 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone