4 papers
Bypassing Direct Reconstruction: Speech Detection from MEG via Large-Scale Audio Retrieval
Boda Xiao, Bo Wang, Heping Cheng
Decoding speech from non-invasive brain signals is challenging. For the LibriBrain 2025 Speech Detection task, we propose a novel two-step framework that bypasses direct reconstruc…
Modeling Implicit Conflict Monitoring Mechanisms against Stereotypes in LLMs
Jingshen Zhang, Bo Wang, Yanlin Fu +4
In this paper, we study an emergent self-debiasing mechanisms against stereotypical content in Large Language Models (LLMs). Unlike traditional safety mechanisms that are primarily…
A Multi-Memory Segment System for Generating High-Quality Long-Term Memory Content in Agents
Gaoke Zhang, Bo Wang, Yunlong Ma +2
In the current field of agent memory, extensive explorations have been conducted in the area of memory retrieval, yet few studies have focused on exploring the memory content. Most…
DARE: Diffusion Language Model Activation Reuse for Efficient Inference
Natalia Frumkin, Bokun Wang, Hung-Yueh Chiang +3
Diffusion Large Language Models (dLLMs) have emerged as a promising alternative to auto-regressive (AR) models, offering greater expressive capacity and potential for parallel gene…