ICLR 2026 Conference Submissions

Mechanistic Independence: A Principle for Identifiable Disentangled Representations
ICLR 2026 Conference Submission20719 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Soft Constraints, Strong Solutions: Optimizing Intra-Operator Parallelism for Distributed Deep Learning
ICLR 2026 Conference Submission20718 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Silence-the-Mimic: Accelerating Imperceptible Perturbations Against Voice Cloning
ICLR 2026 Conference Submission20717 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
NeuMoSync: End‑to‑End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning
ICLR 2026 Conference Submission20716 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
GRADIEND: Feature Learning within Neural Networks Exemplified through Biases
ICLR 2026 Conference Submission20715 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Subspace Inference Enables Active Preference based Learning of Neural Network Reward Models
ICLR 2026 Conference Submission20714 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Quantum-RAG and PunGPT2: Advancing Low-Resource Language Generation and Retrieval for the Punjabi Language
ICLR 2026 Conference Submission20713 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
ICLR 2026 Conference Submission20711 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Elucidating the design space of deep stochastic processes for image enhancement
ICLR 2026 Conference Submission20710 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Generalization Below the Edge of Stability: The Role of Data Geometry
ICLR 2026 Conference Submission20709 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Agnostics: Learning to Synthesize Code in Any Programming Language with a Universal Reinforcement Learning Environment
ICLR 2026 Conference Submission20708 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
GaussianFusionOcc: A Seamless Sensor Fusion Approach for 3D Occupancy Prediction Using 3D Gaussians
ICLR 2026 Conference Submission20707 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Automata Learning and Identification of the Support of Language Models
ICLR 2026 Conference Submission20706 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Big-Layers: Enabling end-to-end training
ICLR 2026 Conference Submission20705 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Reasoning as Meta-Learning: An Optimization Perspective to Decipher Long CoT Reasoning in LLMs
ICLR 2026 Conference Submission20704 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
The Sum Leaks More Than Its Parts: Compositional Privacy Risks and Mitigations in Multi-Agent Collaboration
ICLR 2026 Conference Submission20703 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
InfoSynth: Information-Guided Benchmark Synthesis for LLMs
ICLR 2026 Conference Submission20702 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
IndiMathBench: Autoformalizing Mathematical Reasoning Problems with a Human Touch
ICLR 2026 Conference Submission20701 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
LinearizeLLM: An Agent-Based Framework for LLM-Driven Exact Linear Reformulation of Nonlinear Optimization Problems
ICLR 2026 Conference Submission20699 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
ICLR 2026 Conference Submission20698 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Comparing the learning dynamics of in-context learning and fine-tuning in language models
ICLR 2026 Conference Submission20697 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Graph neural networks extrapolate out-of-distribution for shortest paths
ICLR 2026 Conference Submission20696 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
Diffusion-based Behavior Cloning in Multi-Agent Games via Dynamic Guidance
ICLR 2026 Conference Submission20695 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
SINAI: Strategic Injection of Noise for Adversarial Defense with Improved Accuracy–Robustness Tradeoffs
ICLR 2026 Conference Submission20693 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone
The Illusion of Certainty: Uncertainty quantification for LLMs fails under ambiguity
ICLR 2026 Conference Submission20692 Authors
- 19 Sept 2025 (modified: 08 Oct 2025)
- ICLR 2026 Conference Submission
- Readers: Everyone