Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System (2025 · 40 citations)
Most LLM tools for automated research ideation use a single agent or rely on artificial collaboration setups, such as invented researcher profiles or synthetic co-author networks.
HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy (2026 · 1 citation)
The paper addresses cross-document relation extraction (RE), where the head and tail entities of a relation appear in different documents.
Privacy Risks of Intermediate Representations: Attribute Inference in Distributed LLM Inference (2026)
Distributed LLM inference splits a model across several participants. They exchange hidden states rather than raw prompts, and this is widely treated as privacy-preserving. The authors test that belief. They ask whether a single honest-but-curious node can identify which sensitive attribute, such as a drug name or a…
Pru-CoT: Towards Efficient Reasoning Distillation via Pruning Chain-of-Thought (2026)
Large reasoning models such as DeepSeek-R1 produce long Chain-of-Thought (CoT) traces that often include repeated checks and trivial restatements ("overthinking").

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 28 times (of the 149,439 papers whose bibliographies we read); 6 citing papers with a page here →.

Updated 1 November 2026