ICLR 2026 Conference Submissions

Training Multi-Layer Transformers in Almost Linear Time
ICLR 2026 Conference Submission14692 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Causal Attention with Lookahead Keys
ICLR 2026 Conference Submission14691 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Cautious Optimizers: Improving Training with One Line of Code
ICLR 2026 Conference Submission14690 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Same Content, Different Representations: A Controlled Study for Table QA
ICLR 2026 Conference Submission14689 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Towards Strategic Persuasion with Language Models
ICLR 2026 Conference Submission14687 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
ICLR 2026 Conference Submission14685 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench
ICLR 2026 Conference Submission14684 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Decoupling Sign and Magnitude in Optimization with Adaptive Momentum Scaling
ICLR 2026 Conference Submission14682 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Agent-REINFORCE: Searching Compute-Optimal Multi-LLM Collaboration Graph for Test-Time Scaling
ICLR 2026 Conference Submission14681 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Towards By-Design Interpretable Transformers via Modular Interpretability-Guided Alignment
ICLR 2026 Conference Submission14680 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
INFER: Implicit Neural Features for Exposing Realism
ICLR 2026 Conference Submission14679 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Caption as Reward: Enhancing Vision-Language Reasoning through Dense Visual Description
ICLR 2026 Conference Submission14678 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
ICLR 2026 Conference Submission14677 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Can Language Models Compose Skills In-Context?
ICLR 2026 Conference Submission14676 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Multi-LLM Adaptive Conformal Inference for Reliable LLM Response
ICLR 2026 Conference Submission14675 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
AffoGato: Learning Open-Vocabulary Affordance Grounding with Foundation Models
ICLR 2026 Conference Submission14674 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression
ICLR 2026 Conference Submission14673 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Training Tensor Attention Efficiently: From Cubic to Almost Linear Time
ICLR 2026 Conference Submission14672 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
ICLR 2026 Conference Submission14671 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Real-time Routing under Partial Observability: Information-Efficient Policies for Connected Vehicles
ICLR 2026 Conference Submission14670 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Patching LLM like Software: A Lightweight Method for improving existing policy in Large Language Models
ICLR 2026 Conference Submission14669 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Transductive and Learning-Augmented Online Regression
ICLR 2026 Conference Submission14668 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Tracking Temporal Dynamics of Vector Sets with Gaussian Process
ICLR 2026 Conference Submission14667 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Interpretable Transformers by Condition Guided Self-Attention
ICLR 2026 Conference Submission14666 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
ICLR 2026 Conference Submission14665 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone