Papers where the original authors have engaged with our plain-language explanation.
For every paper on this page, at least one of the original authors has seen our plain-language explanation and engaged with it — either confirming it reads accurately or requesting corrections that we then applied. An endorsement does not mean the authors formally approve every sentence, but it does mean the explanation has passed the eyes of the people who wrote the paper.
984 papers reviewed by authors · 691–700 / 984
Orthrus is a memory-efficient dual-architecture framework that integrates a lightweight diffusion module with a frozen autoregressive LLM to enable parallel token generation while guaranteeing lossless inference fidelity through a shared KV cache and exact consensus mechanism.
This paper introduces "switching successor measures" and the FB -Switch algorithm to enable hierarchical zero-shot reinforcement learning for general reward functions without relying on fixed temporal abstractions, manually designed subgoals, or additional supervision.
This paper enhances LLM jailbreaking by demonstrating that ensembling simple prefill variants significantly boosts attack success rates and introducing "sockpuppetting," a novel hybrid method that optimizes adversarial suffixes within the assistant message block to achieve superior prompt-agnostic performance.
This paper determines the anti-Ramsey number for spanning linear forests consisting of disjoint 3-vertex paths and disjoint edges () for all and , thereby resolving the problem without the restrictions present in prior work.
This paper investigates the joint numerical range of three Hermitian matrices by classifying fifteen non-generic boundary structures with explicit examples, establishing that intersections of distinct one-dimensional faces form corner points, and comparing the standard range with a separable subset defined via a tensor product structure to study quantum entanglement.
The Project PAIR-PSP study presents the largest systematically profiled Indian cohort of 1,035 Progressive Supranuclear Palsy patients, revealing a diverse phenotypic distribution with a high frequency of non-Richardson's variants, distinct clinical trajectories across subtypes, and limited pharmacological response to levodopa.
This paper proves that the AKLT models on hexagonal and Lieb lattices satisfy the local topological quantum order condition by establishing the indistinguishability of finite-volume ground states from a unique infinite-volume state via polymer representation analysis, thereby demonstrating the stability of their spectral gaps under small perturbations.
By leveraging quasicrystal-derived structural heredity and minor Al microalloying, this study achieves a record-breaking specific strength of and 13% plastic strain in Ti-based bulk metallic glasses, effectively overcoming the traditional strength-plasticity trade-off.
This paper decomposes an evolutionary mixture-of-LoRA system on a 150M-parameter substrate to reveal that while a specific router rewrite drives performance gains, the evolutionary lifecycle component acts as a net performance penalty, with the search mechanism proving beneficial only under specific pre-alignment conditions.
This study utilizes near-infrared spectroscopy of four planet-hosting wide binaries to demonstrate that chemical signatures linked to planetary architectures, such as differential abundance trends with condensation temperature, are not universal but vary significantly across systems, suggesting that multiple processes beyond planet formation influence stellar chemical compositions.