Publications

38 results at ICML 2026

Position: Agentic Systems Should be General
- - Elron Bandel
  - Asaf Yehudai
  - et al.
- 2026
- ICML 2026
Conference paper
How Can Mamba Learn In Context with Outliers and Generalize Provably?
- - Hongkang Li
  - Songtao Lu
  - et al.
- 2026
- ICML 2026
Conference paper
FlowState: Sampling-Rate-Equivariant Time-Series Forecasting
- - Lars Graf
  - Thomas Bohnstingl
  - et al.
- 2026
- ICML 2026
Conference paper
Transformer Circuits Can Realize Clustering Algorithms
- - Kenneth Clarkson
  - Lior Horesh
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Collusion Risks Among AI Reasoning Agents Justify Certification Requirements for Making Market Decisions
- - Matthew Riemer
  - Tommaso Tosato
  - et al.
- 2026
- ICML 2026
Conference paper
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- - Rongzhe Wei
  - Peizhi Niu
  - et al.
- 2026
- ICML 2026
Conference paper
ProbeLLM: Automating Principled Diagnosis of LLM Failures
- - Yue Huang
  - Zhengzhe Jiang
  - et al.
- 2026
- ICML 2026
Conference paper
Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization
- - Yihang Yao
  - Zhepeng Cen
  - et al.
- 2026
- ICML 2026
Conference paper
Static Benchmarks Are Broken: The Case for Dynamic Evaluation of LLMs
- - Farhan Ahmed
  - Chad Deluca
- 2026
- ICML 2026
Workshop paper
HGR-TabE: Universal Tabular Embeddings via Maximal Correlation Alignment
- - Niharika DSouza
  - Liane Vogel
  - et al.
- 2026
- ICML 2026
Workshop paper