Unveiling and Steering Connectome Organization with Interpretable Latent Variables
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Yubin, Liu, Xingyu, Chen, Guozhang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis
por: Liu, Xingyu, et al.
Publicado: (2025)
por: Liu, Xingyu, et al.
Publicado: (2025)
Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations
por: Chen, Boxu, et al.
Publicado: (2025)
por: Chen, Boxu, et al.
Publicado: (2025)
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes
por: Rudravaram, Gaurav, et al.
Publicado: (2025)
por: Rudravaram, Gaurav, et al.
Publicado: (2025)
LatentGuard: Controllable Latent Steering for Robust Refusal of Attacks and Reliable Response Generation
por: Shu, Huizhen, et al.
Publicado: (2025)
por: Shu, Huizhen, et al.
Publicado: (2025)
Exploring the Personality Traits of LLMs through Latent Features Steering
por: Yang, Shu, et al.
Publicado: (2024)
por: Yang, Shu, et al.
Publicado: (2024)
Steer LLM Latents for Hallucination Detection
por: Park, Seongheon, et al.
Publicado: (2025)
por: Park, Seongheon, et al.
Publicado: (2025)
SLIM: Sparse Latent Steering for Interpretable and Property-Directed LLM-Based Molecular Editing
por: Zhang, Mingxu, et al.
Publicado: (2026)
por: Zhang, Mingxu, et al.
Publicado: (2026)
RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering
por: Ye, Wencheng, et al.
Publicado: (2026)
por: Ye, Wencheng, et al.
Publicado: (2026)
ConnectomeBench: Can LLMs Proofread the Connectome?
por: Brown, Jeff, et al.
Publicado: (2025)
por: Brown, Jeff, et al.
Publicado: (2025)
Latent Space Disentanglement via Activation Steering for Interpretable Attribute Control in Symbolic Music Generation
por: Prokopiou, Ioannis, et al.
Publicado: (2026)
por: Prokopiou, Ioannis, et al.
Publicado: (2026)
Latent Reward Steering: An Adaptive Inference-Time Framework that Implicitly Promotes Cognitive Behaviors in Reasoning LLMs
por: Li, Jiakang, et al.
Publicado: (2026)
por: Li, Jiakang, et al.
Publicado: (2026)
Activation Steering for Bias Mitigation: An Interpretable Approach to Safer LLMs
por: Dubey, Shivam
Publicado: (2025)
por: Dubey, Shivam
Publicado: (2025)
ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation
por: Hosseini, Hesam, et al.
Publicado: (2024)
por: Hosseini, Hesam, et al.
Publicado: (2024)
Activation Scaling for Steering and Interpreting Language Models
por: Stoehr, Niklas, et al.
Publicado: (2024)
por: Stoehr, Niklas, et al.
Publicado: (2024)
Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs
por: Liu, Andy Zeyi, et al.
Publicado: (2026)
por: Liu, Andy Zeyi, et al.
Publicado: (2026)
Feedforward Ordering in Neural Connectomes via Feedback Arc Minimization
por: Vahidi, Soroush
Publicado: (2025)
por: Vahidi, Soroush
Publicado: (2025)
Scalable Random Feature Latent Variable Models
por: Li, Ying, et al.
Publicado: (2024)
por: Li, Ying, et al.
Publicado: (2024)
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape
por: Wei, Ziquan, et al.
Publicado: (2025)
por: Wei, Ziquan, et al.
Publicado: (2025)
Local Causal Structure Learning in the Presence of Latent Variables
por: Xie, Feng, et al.
Publicado: (2024)
por: Xie, Feng, et al.
Publicado: (2024)
Preemptive Detection and Steering of LLM Misalignment via Latent Reachability
por: Karnik, Sathwik, et al.
Publicado: (2025)
por: Karnik, Sathwik, et al.
Publicado: (2025)
On Effects of Steering Latent Representation for Large Language Model Unlearning
por: Huu-Tien, Dang, et al.
Publicado: (2024)
por: Huu-Tien, Dang, et al.
Publicado: (2024)
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
por: Liu, Sheng, et al.
Publicado: (2025)
por: Liu, Sheng, et al.
Publicado: (2025)
Improving LLM Reasoning through Interpretable Role-Playing Steering
por: Wang, Anyi, et al.
Publicado: (2025)
por: Wang, Anyi, et al.
Publicado: (2025)
Amortized Latent Steering: Low-Cost Alternative to Test-Time Optimization
por: Egbuna, Nathan, et al.
Publicado: (2025)
por: Egbuna, Nathan, et al.
Publicado: (2025)
Latent Policy Steering with Embodiment-Agnostic Pretrained World Models
por: Wang, Yiqi, et al.
Publicado: (2025)
por: Wang, Yiqi, et al.
Publicado: (2025)
Scaling Up Probabilistic Circuits by Latent Variable Distillation
por: Liu, Anji, et al.
Publicado: (2022)
por: Liu, Anji, et al.
Publicado: (2022)
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks
por: Wang, Yuwen, et al.
Publicado: (2024)
por: Wang, Yuwen, et al.
Publicado: (2024)
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
por: Vroemen, Marcus J., et al.
Publicado: (2025)
por: Vroemen, Marcus J., et al.
Publicado: (2025)
Interpretable Steering of Large Language Models with Feature Guided Activation Additions
por: Soo, Samuel, et al.
Publicado: (2025)
por: Soo, Samuel, et al.
Publicado: (2025)
FaithSteer-BENCH: A Deployment-Aligned Stress-Testing Benchmark for Inference-Time Steering
por: Ding, Zikang, et al.
Publicado: (2026)
por: Ding, Zikang, et al.
Publicado: (2026)
Hypergraph and Latent ODE Learning for Multimodal Root Cause Localization in Microservices
por: Liu, Xin, et al.
Publicado: (2026)
por: Liu, Xin, et al.
Publicado: (2026)
Temporal Latent Variable Structural Causal Model for Causal Discovery under External Interferences
por: Cai, Ruichu, et al.
Publicado: (2025)
por: Cai, Ruichu, et al.
Publicado: (2025)
Model Connectomes: A Generational Approach to Data-Efficient Language Models
por: Kotar, Klemen, et al.
Publicado: (2025)
por: Kotar, Klemen, et al.
Publicado: (2025)
Fair In-Context Learning via Latent Concept Variables
por: Bhaila, Karuna, et al.
Publicado: (2024)
por: Bhaila, Karuna, et al.
Publicado: (2024)
Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models
por: Wu, Jialin, et al.
Publicado: (2026)
por: Wu, Jialin, et al.
Publicado: (2026)
From Local to Cluster: A Unified Framework for Causal Discovery with Latent Variables
por: Li, Zongyu
Publicado: (2026)
por: Li, Zongyu
Publicado: (2026)
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
por: Liu, Sheng, et al.
Publicado: (2023)
por: Liu, Sheng, et al.
Publicado: (2023)
Reducing Hallucinations in Vision-Language Models via Latent Space Steering
por: Liu, Sheng, et al.
Publicado: (2024)
por: Liu, Sheng, et al.
Publicado: (2024)
Brain-Atlas-Guided Generative Counterfactual Attention for Explainable Cognitive Decline Diagnosis Using Multimodal Connectomes
por: Shen, Xiongri, et al.
Publicado: (2026)
por: Shen, Xiongri, et al.
Publicado: (2026)
Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Poisoning Attacks
por: Lyu, Xingyu, et al.
Publicado: (2025)
por: Lyu, Xingyu, et al.
Publicado: (2025)
Ejemplares similares
-
Decoding Cortical Microcircuits: A Generative Model for Latent Space Exploration and Controlled Synthesis
por: Liu, Xingyu, et al.
Publicado: (2025) -
Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations
por: Chen, Boxu, et al.
Publicado: (2025) -
Characterizing Continuous and Discrete Hybrid Latent Spaces for Structural Connectomes
por: Rudravaram, Gaurav, et al.
Publicado: (2025) -
LatentGuard: Controllable Latent Steering for Robust Refusal of Attacks and Reliable Response Generation
por: Shu, Huizhen, et al.
Publicado: (2025) -
Exploring the Personality Traits of LLMs through Latent Features Steering
por: Yang, Shu, et al.
Publicado: (2024)