ICLR 2026 Conference Submissions

How Text Quality Interventions Reshape Neural Scaling Laws for LLMs: Empirical Study
ICLR 2026 Conference Submission20595 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Beyond Neural Incompatibility: Easing Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment
ICLR 2026 Conference Submission20594 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
ICLR 2026 Conference Submission20593 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
ICLR 2026 Conference Submission20592 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Learn to change the world: Multi-level reinforcement learning with model-changing actions
ICLR 2026 Conference Submission20590 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Membership Inference Attacks Against Fine-tuned Diffusion Language Models
ICLR 2026 Conference Submission20589 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
TRACE: Theoretical Risk Attribution under Covariate-shift Effects
ICLR 2026 Conference Submission20588 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Learning Proportional Analogies: Lightweight Neural Network vs LLM
ICLR 2026 Conference Submission20587 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Scaling Bayesian Experimental Design to High-Dimensions with Information-Guided Diffusion
ICLR 2026 Conference Submission20586 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Self-Correction via Task Distillation
ICLR 2026 Conference Submission20584 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Mamba Can Learn Low-Dimensional Targets In-Context via Test-Time Feature Learning
ICLR 2026 Conference Submission20583 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Think First, Then Select and Verify with Query–Key Alignment
ICLR 2026 Conference Submission20582 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Option Discovery via Differentiable Neural Decomposition
ICLR 2026 Conference Submission20581 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Curiosity-Driven LLM-as-a-judge for Personalized Creative Judgment
ICLR 2026 Conference Submission20580 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
A Benchmark for Automatic ML Research Agents Highlighting the Importance of Exploration Breadth
ICLR 2026 Conference Submission20579 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
CrackInstSynth: Topology-Aware Generative Data-Augmentation Framework for Crack Instance Segmentation
ICLR 2026 Conference Submission20577 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
ICLR 2026 Conference Submission20576 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Learning to Reason over Continuous Tokens with Reinforcement Learning
ICLR 2026 Conference Submission20575 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
GPTOpt: Towards Efficient LLM-based Black-Box Optimization
ICLR 2026 Conference Submission20574 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Group Representational Position Embedding
ICLR 2026 Conference Submission20573 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Contrastive Predictive Coding Done Right for Mutual Information Estimation
ICLR 2026 Conference Submission20571 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Ax-Prover: Agentic LEAN Proving with LLMs and MCP-based Verifiers
ICLR 2026 Conference Submission20570 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
ICLR 2026 Conference Submission20569 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Learning to Re-think: Gated Recurrence with LoRA for Efficient and Effective Domain Incremental Learning
Nanxi Yu, Kang LI, Ye Du, Guangqian Yang, Shujun Wang
- 19 Sept 2025 (modified: 25 Sept 2025)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CommandSans: Securing AI Agents with Surgical Precision Prompt Sanitization
ICLR 2026 Conference Submission20568 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone