Insights from the ICLR Peer Review and Rebuttal Process
arXiv:2511.15462v1 Announce Type: cross Abstract: Peer review is a cornerstone of scientific publishing, including at premier machine learning conferences such…
FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning
arXiv:2511.14715v2 Announce Type: replace-cross Abstract: Federated learning (FL) enables collaborative model training while preserving data privacy. However, it remains vulnerable…
The Illusion of Procedural Reasoning: Measuring Long-Horizon FSM Execution in LLMs
arXiv:2511.14777v1 Announce Type: new Abstract: Large language models (LLMs) have achieved remarkable results on tasks framed as reasoning problems, yet…
SweeperBot: Making 3D Browsing Accessible through View Analysis and Visual Question Answering
arXiv:2511.14567v2 Announce Type: replace-cross Abstract: Accessing 3D models remains challenging for Screen Reader (SR) users. While some existing 3D viewers…
TSFM in-context learning for time-series classification of bearing-health status
arXiv:2511.15447v1 Announce Type: cross Abstract: This paper introduces a classification method using in-context learning in time-series foundation models (TSFM). We…
Unlocking the Forgery Detection Potential of Vanilla MLLMs: A Novel Training-Free Pipeline
arXiv:2511.13442v2 Announce Type: replace-cross Abstract: With the rapid advancement of artificial intelligence-generated content (AIGC) technologies, including multimodal large language models…
Analyzing the Impact of Participant Failures in Cross-Silo Federated Learning
arXiv:2511.14456v1 Announce Type: cross Abstract: Federated learning (FL) is a new paradigm for training machine learning (ML) models without sharing…
Effective Diversification of Multi-Carousel Book Recommendation
arXiv:2511.14461v1 Announce Type: cross Abstract: Using multiple carousels, lists that wrap around and can be scrolled, is the basis for…