Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks (2026 · 5 citations)
Reasoning models do well at math and coding, but it is unclear whether they can handle embodied tasks. In these tasks an agent explores a room over many turns and must work with long sequences of alternating images and text. The authors present Embodied-Reasoner, a vision-language agent that combines visual search…
Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts (2026)
The paper addresses Unified Information Extraction (UIE): handling heterogeneous IE tasks (NER, RE, EE, ABSA) with one model.
Exploring Layer Activation Dynamic of CoT via Knowledge Probe (2026)
The paper investigates how instruction-tuned LLMs internally carry out chain-of-thought (CoT) reasoning. Earlier interpretability research mostly studied single-step factual recall, so it remained unclear how knowledge is called up and passed between tokens across successive reasoning steps. The authors require…
Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation (2026)
Medical multimodal RAG systems pair images such as X-rays with clinical text in a retrieval database, and injected adversarial entries can compromise them.

Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 2 November 2026